Free coding and ICT lessons

53 subjects and 680 lessons with live practice, quizzes and notes. No account needed.

• HTML

  Build the structure of every web page: headings, text, links, images, lists, tables and forms.

  • HTML introduction: what it is, why we need it, who uses it and your first page
  • How the web works: browsers, servers, URLs, DNS, HTTP and hosting
  • Headings, paragraphs and text structure: the outline of every page
  • Text formatting, quotes and special characters
  • Attributes, classes and IDs
  • The head: title, meta tags, favicon and links
  • Links and images: connecting pages and showing pictures
  • File paths and website folders: absolute, relative and root-relative links
  • Images done right: sizes, formats, figure and lazy loading
  • Lists and tables: organising information clearly
  • Advanced tables: colspan, rowspan, timetables, reports and accessible data
  • Block vs inline elements, div and span
  • Forms: collecting information from users, step by step
  • Form input types and built-in validation
  • Semantic HTML: header, nav, main, section, article, aside and footer
  • Audio, video, YouTube and maps: media and embeds in HTML
  • SEO and accessibility in HTML: be found on Google and usable by everyone
  • Project: build a complete business landing page, step by step
  • Project: build your own portfolio page

• CSS

  Style your pages: colours, fonts, spacing, the box model, Flexbox, Grid and mobile-friendly layouts.

  • CSS introduction: what it is, why we need it, who uses it and how it works
  • Selectors and colours: targeting exactly the right elements and colouring them well
  • Fonts and text styling
  • CSS units: px, %, em, rem, vw, vh and ch
  • Backgrounds, borders, rounded corners and shadows
  • The box model: content, padding, border, margin and box-sizing
  • display, visibility and overflow
  • Pseudo-classes and pseudo-elements (:hover, ::before)
  • The cascade, specificity and inheritance
  • Debugging CSS with browser DevTools: find and fix any layout problem
  • Organising CSS for real projects: naming (BEM), file structure, reuse and performance
  • Flexbox layout: rows, columns, alignment, wrapping and real layouts
  • Responsive design: one website for phones, tablets and computers
  • CSS Grid layout: rows and columns, areas, auto-fit galleries and full page layouts
  • Positioning and z-index: relative, absolute, fixed, sticky and stacking
  • Transforms, filters and object-fit
  • Transitions and animations: smooth hover effects, keyframes and motion done right
  • Styling forms and buttons: inputs, focus states, errors and mobile-friendly forms
  • CSS variables (custom properties) and dark mode: themes that are easy to change
  • CSS frameworks: Bootstrap and Tailwind CSS, when to use them and how they work
  • Project: a complete responsive business page

• JavaScript

  Make pages interactive: variables, functions, arrays, objects, loops, the DOM and events.

  • JavaScript introduction: what it is, why we need it, who uses it and your first programs
  • Variables and data types
  • Strings, numbers and operators
  • Numbers, Math and dates: money, rounding, random numbers and time
  • Conditions: if, else, comparison, logical operators, switch and the ternary operator
  • Arrays and loops: storing lists of data and repeating actions
  • Array methods: map, filter, reduce, find and sort
  • Functions and objects: reusable code and structured data
  • Objects in depth: destructuring, spread and JSON
  • Scope, hoisting and closures
  • Errors, try/catch and debugging
  • The DOM and events: changing the page and responding to clicks, typing and more
  • Handling forms and validating input
  • Regular expressions: validating phone numbers, emails, KRA PINs and searching text
  • JSON and fetch: exchanging data with servers and APIs
  • Promises and async/await: handling things that take time
  • Saving data in the browser: localStorage, sessionStorage, cookies and IndexedDB
  • Classes and object-oriented JavaScript
  • Modules, npm and the modern JavaScript toolbox
  • Project: build a complete to-do list app, step by step
  • Project: a quiz app with score and timer

• Python

  Learn programming with Python: variables, input and output, conditions, loops, lists, dictionaries and functions.

  • Python introduction: what it is, why it's so popular, who uses it and your first programs
  • Variables, input and type conversion
  • Numbers and strings: data types, conversion, text basics and formatting
  • Operators, booleans and making decisions
  • Strings in depth: slicing, methods and f-strings
  • If statements: making decisions with if, elif, else, and, or, not and match
  • Lists and loops: storing many values and repeating actions
  • while loops, break, continue and loop patterns
  • Tuples, sets and comprehensions
  • Functions and dictionaries: reusable code and key-value data
  • Functions in depth: defaults, *args, **kwargs and lambda
  • Dictionaries in depth: nested data and counting
  • Errors and exceptions: try, except, else, finally, raising errors and working with files
  • Working with CSV and JSON data
  • Modules and the standard library: import, math, random, datetime, statistics, os and pip
  • Dates, times, random numbers and maths
  • Automation with Python: files, Excel reports, web APIs and scheduled tasks
  • Classes and objects: object-oriented programming in Python
  • Project: a transaction charges calculator with tariff bands, validation and reports
  • Project: a school grade report system

• SQL

  Talk to databases: SELECT, WHERE, ORDER BY, functions, GROUP BY and JOIN, on a sample Kenyan shop database.

  • What is a database? Tables, rows, keys and SQL
  • SELECT: reading data from a table, choosing columns, aliases, calculations and DISTINCT
  • WHERE and ORDER BY: filtering rows with conditions, AND/OR, IN, BETWEEN, LIKE and sorting
  • Aggregate functions and GROUP BY: COUNT, SUM, AVG, MIN, MAX and summary reports
  • CASE, NULL values and HAVING
  • Text, number and date functions
  • JOIN: combining tables with INNER, LEFT, RIGHT, FULL, self and cross joins
  • INSERT, UPDATE and DELETE: adding, changing and removing data safely
  • Creating tables: data types and constraints
  • Keys, relationships and table design: primary keys, foreign keys, one-to-many, many-to-many and normalisation
  • Indexes, transactions and keeping data safe
  • Subqueries, CTEs, views and UNION: queries inside queries and reusable results
  • Window functions: rankings, running totals and more
  • Using SQL from code: Python sqlite3, parameters, SQL injection and connecting apps to MySQL/PostgreSQL
  • Project: a business sales report in SQL
  • SQL practice workbook and interview questions: 40 problems from easy to hard, with answers

• Networking

  From what a network is to subnetting, CIDR, VLSM, IPv6, routing, VLANs and troubleshooting, with calculators and endless practice.

  • What is a computer network? Types, devices, topologies, models of sharing and speed explained
  • Network devices, cables and connectors
  • The OSI and TCP/IP models: all seven layers, encapsulation, PDUs and layered troubleshooting
  • Binary and hexadecimal for networking: conversions by hand, mask values, powers of two and hex in MAC/IPv6
  • IPv4 addresses: structure, network and host parts, classes, private and public ranges, special addresses
  • Subnet masks: what they do, the AND operation, mask/prefix tables, network and broadcast addresses, wildcard masks
  • CIDR notation and calculations: prefixes, formulas, block sizes, worked examples in every octet
  • Subnetting step by step: the magic number method with worked examples, speed tricks and endless practice
  • Subnetting to meet requirements: designing IP plans for offices, schools and branches
  • VLSM: different subnet sizes in one network, step by step with full worked designs
  • Route summarisation (supernetting): combining networks into one route, step by step
  • IPv6 addressing: why it exists, notation and shortening, address types, prefixes, SLAAC and dual stack
  • TCP, UDP and port numbers: reliable vs fast delivery, the handshake, sockets and ports to memorise
  • DNS and DHCP: how names become addresses and how devices get IP settings automatically
  • NAT, gateways and routing: how packets find their way, routing tables, static and dynamic routing, NAT and PAT
  • Switching, MAC addresses, ARP and VLANs: how LANs really work, trunks, spanning tree and PoE
  • Your first lab in Cisco Packet Tracer
  • Wi-Fi: standards, bands and channels, planning coverage, security, guest networks and fixing slow Wi-Fi
  • Network troubleshooting: a proven method, the essential commands and 12 real fault scenarios
  • Essential network commands: ipconfig, ping, tracert, nslookup
  • Network security basics: threats, defence in depth, segmentation, firewalls, hardening devices and monitoring
  • Firewalls, VPNs and remote access
  • Networking with Python: subnet calculators, IP plans, VLSM, summaries, port checks and automation basics
  • Networking careers and certifications: jobs, skills, certificates, home labs and a study plan

• Make Money Online

  Real, honest ways to earn online from Kenya: skills that pay, freelancing, getting paid to M-Pesa, content, selling products, avoiding scams and taxes.

  • Getting started: the honest truth about making money online from Kenya
  • The 10 categories of online work (a map)
  • Ajira Digital, Jitume and other free government programmes
  • Skills that pay online (and exactly where to learn them free)
  • AI training and data annotation work
  • Transcription and writing work
  • Freelancing platforms compared: Upwork, Fiverr, Freelancer, LinkedIn and local options
  • Freelance marketplaces directory (with links)
  • A winning profile and proposals: templates, examples and what clients look for
  • Pricing your work: hourly vs project rates, packages, deposits and raising your prices
  • Getting paid in Kenya: M-Pesa, PayPal, Payoneer, Wise, bank transfers and invoices step by step
  • Start a web design business: skills, services, pricing, finding clients and delivering projects
  • Content creation step by step: plan, film, edit, publish and grow on YouTube, TikTok and Facebook
  • Content creation platforms: how each one pays
  • Graphic design: where and how to earn
  • Programming and web development: where to earn
  • Starting a YouTube channel that grows
  • Blogging and ad income: setting up a blog, writing posts that rank, and monetising
  • Affiliate marketing step by step: programmes, content that converts, tracking and honest disclosure
  • Sell digital products: e-books, templates, courses and printables, from idea to M-Pesa payment
  • Sell physical products online: sourcing, pricing, shop setup, payments and delivery in Kenya
  • E-commerce and dropshipping in Kenya
  • Social media management as a service: skills, packages, content calendars, clients and reports
  • Remote jobs from Kenya: roles, job boards, CVs, interviews, contracts and working well remotely
  • Working as a virtual assistant or online admin support
  • Virtual assistance, customer support and remote jobs
  • Online tutoring and small online tasks: teaching platforms, lesson setup, micro-task sites and realistic earnings
  • Micro-tasks, surveys and testing websites
  • Online tutoring, teaching and selling courses
  • Avoiding online money scams: the 15 most common traps in Kenya, how they work and how to protect yourself
  • Taxes, records and managing money: KRA PIN, filing returns, turnover tax, record keeping and saving for online earners
  • Your 30-day action plan: from zero to your first online income, week by week

• Git & GitHub

  Save every version of your code, work in teams, and publish your portfolio on GitHub.

  • What is Git and why use it? Version control explained from zero, with real-world examples
  • Installing and setting up Git (Windows, Mac, Linux)
  • Your first repository: init, status, add, commit, log and diff step by step
  • .gitignore, good commit messages and viewing history
  • Branches and merging: working on features safely, switching, fast-forward and merge commits
  • Merging, merge conflicts and rebasing
  • GitHub: remotes, push, pull, clone, SSH keys, tokens and a profile that gets you hired
  • Pull requests, forks and working in a team
  • GitHub Actions and CI: run tests automatically on every push
  • Issues, project boards and contributing to open source: your first real contribution
  • Publish a website free with GitHub Pages: setup, custom domains, HTTPS and automatic deploys
  • Undo mistakes safely: restore, amend, revert, reset, reflog and recovering lost work

• Linux command line

  The terminal skills every developer, server admin and network engineer needs: files, permissions, processes, packages, SSH and scripts.

  • Why Linux and the terminal: what Linux is, who uses it, distributions and how to start practising
  • Navigating and managing files: the Linux file system, paths, ls, cd, mkdir, cp, mv, rm, find and wildcards
  • Viewing, searching and editing text files (cat, less, grep, nano)
  • Pipes and redirection: combining commands
  • File permissions: reading rwx, chmod (symbolic and numeric), chown, umask and special permissions
  • Users, groups and sudo
  • Processes and installing software: ps, top, kill, jobs, apt, snap and keeping a system updated
  • Services, scheduled jobs (cron) and logs
  • Archives, disks and network tools: tar, zip, df, du, mount, curl, wget, ip and ss
  • SSH and managing a server: connecting, keys, copying files, config, hardening and firewalls
  • Bash scripting: variables, input, conditions, loops, functions, error handling and real automation scripts
  • Project: set up a Linux web server from scratch (Nginx, PHP, MySQL, HTTPS, backups)

• PHP & MySQL

  Build dynamic websites: forms, databases, logins and M-Pesa-ready back ends with PHP and MySQL.

  • PHP introduction: what PHP is, how server-side code works, who uses it and setting up your computer
  • Variables, data types, strings and numbers: everything you need to store and format data in PHP
  • Arrays, conditions and loops: lists, associative arrays, if/else, match, for, foreach, while and array functions
  • Functions, includes and organising a PHP site
  • Object-oriented PHP: classes, interfaces and namespaces
  • Forms and security: GET and POST, validation, XSS, CSRF, sending email and safe form handling
  • MySQL with PDO: connecting safely, prepared statements, fetching rows, inserting, transactions and error handling
  • Build a CRUD app with PHP and MySQL (create, read, update, delete)
  • Sessions and a secure login system: cookies, sessions, password hashing, registration, roles and protection against attacks
  • Secure file uploads (images and documents)
  • Build a JSON API with PHP
  • Composer, packages and frameworks: from plain PHP to Laravel
  • M-Pesa STK push with PHP: Daraja setup, access tokens, STK push, callbacks, verification and going live
  • Project: an appointment booking system
  • Deploying a PHP and MySQL site to cPanel hosting: upload, database, config, HTTPS, emails, backups and going live

• Cybersecurity

  Protect yourself, your business and your websites: passwords, phishing, M-Pesa fraud, malware, web security and careers.

  • Cybersecurity basics: the CIA triad, threats, vulnerabilities, risk, attackers and the core defences
  • Passwords and two-factor authentication: how passwords are attacked, strong passphrases, password managers and MFA
  • Encryption, hashing and HTTPS explained
  • Phishing, social engineering and fraud: how the tricks work, how to spot them and what to do
  • Social engineering, SIM swap and mobile money fraud
  • Malware and protecting your devices: types of malware, how infections happen, signs, removal and hardening phones and PCs
  • Backups and ransomware: the 3-2-1 rule
  • Web application security (OWASP Top 10): how websites get hacked and how developers prevent it
  • Privacy and the Kenya Data Protection Act
  • What to do when you've been hacked (incident response)
  • Essential security tools: Wireshark, Nmap, Burp Suite, password managers, SIEMs and how professionals use them
  • Securing a small business: a practical 30-day security plan for shops, schools, clinics, SACCOs and offices
  • Cybersecurity careers and practice: roles, skills, certifications, legal practice labs and a roadmap

• Web hosting & deployment

  Put websites online: domains (.co.ke), hosting, DNS, cPanel, SSL, email, uploads and backups.

  • Domain names: how they work, choosing a name, .co.ke vs .com, registering, renewing and protecting your domain
  • Types of hosting: shared, VPS, cloud, dedicated, managed WordPress and static hosting compared, and how to choose
  • Free hosting for static sites: GitHub Pages, Netlify, Cloudflare Pages
  • Pointing a domain: name servers, DNS records (A, CNAME, MX, TXT), propagation and fixing common DNS problems
  • Uploading a website with cPanel: File Manager, FTP/SFTP, databases, PHP settings, redirects and a launch checklist
  • WordPress: install, themes, plugins and keeping it safe
  • SSL certificates, business email and backups: HTTPS step by step, professional email setup and a backup strategy
  • Make your website fast: Core Web Vitals and speed fixes
  • Deploying Node.js and Python apps: VPS with Nginx, PM2, Gunicorn, Docker and platform-as-a-service options
  • Website maintenance and care plans: updates, monitoring, security, reports and earning monthly income

• Digital marketing & SEO

  Get found and get customers online: SEO, Google Business Profile, social media, content, email, ads and analytics.

  • SEO: how Google ranks websites, technical SEO, on-page SEO, content, backlinks and local SEO in Kenya
  • Keyword research: find what customers search for
  • Google Business Profile: set up, verify, optimise, get reviews and appear in Google Maps
  • Social media marketing: choosing platforms, strategy, content that sells, growing followers and measuring results
  • Selling with WhatsApp Business
  • Content and email marketing: blogs, copywriting (AIDA, PAS), lead magnets, newsletters, automation and consent
  • Online ads and analytics: Google Ads, Meta and TikTok ads, budgets, targeting, tracking, ROI and optimisation
  • Measure your results: Google Analytics and Search Console
  • Branding and a digital marketing plan: positioning, brand identity, budgets and a 90-day plan
  • Sales funnels, lead follow-up and CRM: turning enquiries into paying customers

• Computer & IT basics

  Start here if you're new to computers: hardware, Windows, files, internet, typing, Office and Google tools, spreadsheets and fixing common problems.

  • What is a computer? Hardware, software and how it works
  • History, generations and types of computers: from the abacus to AI
  • Parts of a computer: input, output, processing and storage devices explained
  • Keyboard, mouse, touch typing and shortcuts
  • Operating systems: Windows, macOS, Linux, Android and iOS
  • Files, folders and Windows skills: organise, find, copy, zip and back up your work
  • Storage and data units: bits, bytes, MB, GB and cloud storage
  • Installing, updating and removing software safely
  • Internet, browsers and email: searching well, browsing safely and writing professional emails
  • Word processing and presentations: creating documents and slides step by step
  • Spreadsheets for beginners: Excel and Google Sheets from your first cell to useful formulas
  • Keeping a computer healthy: updates, antivirus, cleaning, backups and fixing common problems
  • Using computers safely and responsibly: health, ergonomics, ethics, laws and e-waste

• Web design & UI/UX

  Design websites people love to use: layout, colour, fonts, spacing, buttons, forms, mobile-first design and accessibility, with live examples.

  • Principles of good design: hierarchy, contrast, alignment, proximity, repetition, white space and usability
  • UX research, user flows and wireframes
  • Colour in web design: colour theory, palettes, the 60-30-10 rule, contrast, accessibility, dark mode and CSS variables
  • Typography: choosing fonts, pairing, type scales, line length and height, readable text and web font performance
  • Spacing, grids and layout: spacing scales, the box model, grids, Flexbox and CSS Grid layouts, and common page patterns
  • Choosing images, icons and illustrations
  • Buttons, forms and calls to action: button styles and states, form design, validation messages and checkout UX
  • Mobile-first and responsive design: why it matters in Kenya, viewport, breakpoints, flexible layouts, images and testing
  • Accessible design for everyone: disabilities, WCAG, semantic HTML, keyboard use, screen readers, forms, media and testing
  • Anatomy of a landing page that sells: every section explained, copywriting, trust, speed and testing
  • Design tools: Figma step by step, frames, auto layout, components, prototypes, handoff and alternatives
  • Design systems and reusable components
  • Project: design and build your portfolio page, from planning and case studies to publishing and getting clients

• Graphic design with Canva

  Design posters, social media posts, logos and business cards with Canva, and learn the basics of branding. Great for side income.

  • Graphic design basics: what designers do, the elements and principles of design, file types, sizes and print vs screen
  • Colour theory and typography for graphics
  • Canva essentials: interface, templates, text, photos, elements, brand kit, magic tools, teamwork and exporting
  • Designing posters, flyers and business cards
  • Photo editing basics: crop, light, colour and backgrounds
  • Logos and branding: brand strategy, types of logos, the logo design process, brand guidelines and delivering files
  • Designing for social media: sizes, layouts, carousels, stories, thumbnails, templates, consistency and results
  • Print design and production: banners, labels, packaging, branded merchandise and working with printers
  • Build a design portfolio and work with clients

• Algorithms & problem solving

  Think like a programmer: pseudocode, flowcharts, searching, sorting, recursion, Big O and data structures, with runnable Python examples.

  • Pseudocode and flowcharts: algorithms explained, sequence, selection, iteration, trace tables and turning plans into code
  • How to solve programming problems step by step
  • Searching algorithms: linear search, binary search, step counts, edge cases and searching real data
  • Sorting algorithms: bubble, selection, insertion, merge and quick sort, stability, complexity and sorting real data
  • Big O: measuring how fast code grows, common complexities, analysing loops, space complexity and practical optimisation
  • Data structures: arrays/lists, tuples, sets, dictionaries, stacks, queues, linked lists, trees, heaps and graphs, and when to use each
  • Stacks and queues
  • Hash tables: fast look-ups with dictionaries
  • Recursion: base cases, the call stack, classic examples, recursion vs loops, tree recursion and avoiding stack overflow
  • Graphs, BFS and DFS: routes and connections
  • Dynamic programming and memoisation

• TypeScript

  JavaScript with types: catch mistakes before your code runs. Used by most modern web apps built with React, Angular and Node.js.

  • TypeScript introduction: what it is, why teams use it, setup, basic types, type inference and compiling
  • Types, interfaces and functions: object types, optional and readonly properties, unions, narrowing, generics and utility types
  • Typed functions, optional and default parameters
  • Union types, literal types and narrowing
  • Generics and utility types
  • Classes, enums and organising a TypeScript project
  • TypeScript in real projects: classes, modules, async APIs, runtime validation, React and Node.js, tsconfig and migrating JavaScript

• Java

  A popular language for Android apps, banks, big business systems and university courses. Learn the syntax and object-oriented programming.

  • Java introduction: what Java is, where it's used, the JDK and JVM, your first program, syntax rules and input/output
  • Variables, data types and operators in Java
  • Conditions, loops and arrays in Java: if/else, switch, for, while, do-while, break/continue, arrays and 2D arrays
  • Methods: parameters, return values and overloading
  • Strings, arrays and ArrayLists
  • Classes and objects (OOP) in Java: fields, constructors, methods, encapsulation, static members, toString and designing classes
  • Inheritance, interfaces and polymorphism
  • HashMap, collections and exception handling
  • Java for Android and next steps: Android Studio, activities, layouts, events, Java vs Kotlin, Spring Boot and your learning path

• C programming

  The language behind operating systems, microcontrollers and embedded devices. Understand memory, pointers and how computers really work.

  • C introduction: why C matters, where it's used, compiling, your first program, program structure, data types and printf
  • Variables, data types, printf and scanf
  • Conditions, loops and functions in C: if/else, switch, for, while, do-while, writing functions, scope and header files
  • Arrays and strings in C
  • Pointers and memory in C: addresses, dereferencing, pointers and functions, arrays, pointer arithmetic, malloc/free and common bugs
  • Dynamic memory: malloc, realloc and free
  • Structs and files in C: grouping data with struct, arrays of structs, pointers to structs, typedef, enums and reading/writing files
  • Project: a mini bank / SACCO account system in C

• C++

  C with classes and much more: used for games, high-performance apps, competitive programming and embedded systems.

  • C++ introduction: what C++ is, where it's used, compilers, your first program, iostream, types, strings, control flow and functions
  • C++ basics: I/O, types, references and functions
  • vector, string, map and the STL algorithms
  • Classes and objects in C++: members, constructors, access control, const methods, operator overloading, RAII and smart pointers
  • Inheritance, virtual functions and polymorphism
  • Project: a shop inventory manager in C++
  • C++ for competitive programming: fast I/O, STL containers and algorithms, complexity, common patterns and how to practise

• C#

  Microsoft's language for Windows apps, websites with ASP.NET, business systems and Unity games.

  • C# introduction: what C# and .NET are, where they're used, setup, your first program, types, strings, control flow and methods
  • Variables, types, conditions and loops in C#
  • Lists, dictionaries and LINQ queries
  • Classes and LINQ in C#: properties, constructors, records, inheritance, interfaces, collections and querying data with LINQ
  • Classes, inheritance and interfaces in C#
  • Files, JSON and async/await in C#
  • ASP.NET Core and next steps: building web APIs, routing, dependency injection, Entity Framework Core, auth, deployment and Unity

• Dart & Flutter (mobile apps)

  Build Android and iPhone apps from one codebase with Google's Flutter framework and the Dart language.

  • Dart basics: why Dart and Flutter, setup, variables and null safety, strings, control flow, functions and collections
  • Dart functions, lists, maps and null safety
  • Dart classes, JSON models and async/await
  • Dart in depth: generics, enums, records, extensions and sealed classes
  • Dart async in depth: Futures, Streams, timeouts, retries and isolates
  • Testing and structuring Dart & Flutter apps: unit tests, widget tests, repositories
  • Flutter widgets and layouts: the widget tree, Stateless vs Stateful, Material basics, Row/Column/Stack, lists, theming and responsive design
  • Flutter layouts: Row, Column, Stack, ListView and responsive screens
  • Flutter state, navigation, forms and loading data
  • Building and publishing your Flutter app: icons, versions, permissions, release builds, signing, Google Play, the App Store and updates

• Go (Golang)

  A simple, fast language from Google for web servers, APIs, cloud tools and DevOps (Docker and Kubernetes are written in Go).

  • Go introduction: why Go, where it's used, setup, packages, variables and types, control flow, functions, errors and the go tool
  • Variables, control flow and functions in Go
  • Slices, maps and strings in Go
  • Structs and a web server in Go: structs, methods, JSON, net/http handlers, routing, a REST API, databases and deployment
  • Methods, interfaces and error handling in Go
  • Concurrency: goroutines, channels and sync

• Digital literacy & online safety

  Use phones, the internet and email with confidence: strong passwords, avoiding M-Pesa and online scams, privacy and checking fake news.

  • Using the internet well: getting connected, finding information and doing everyday tasks online
  • Getting the most from your smartphone
  • Passwords and two-step verification: protecting your accounts properly
  • Spotting M-Pesa and online scams: how they work, warning signs and what to do
  • Using M-Pesa and online banking safely
  • Privacy and fake news: protecting your personal data and checking what you read and share
  • Cyberbullying, harassment and keeping children safe online: a guide for young people and parents
  • Your digital footprint, social media and online reputation

• Microsoft Word & Google Docs

  Create professional documents: formatting, styles, tables, CVs, letters, table of contents and mail merge.

  • Formatting documents like a pro: fonts, paragraphs, spacing, lists and consistent design
  • Styles, headings and an automatic table of contents: the secret to long documents
  • Academic documents in Word: citations, references (APA/Harvard), footnotes, captions and formatting a project
  • Page layout, headers, page numbers and printing
  • Writing a CV, cover letter and formal letters: layout, content and examples
  • Tables and mail merge: organising information and sending personalised letters in bulk
  • Track changes, comments and working on documents together

• Excel & Google Sheets

  From basic formulas to VLOOKUP, IF, pivot tables and charts. The number one computer skill employers ask for in Kenya.

  • Excel and Google Sheets basics: the interface, data entry, formatting and working efficiently
  • Formulas and cell references: relative, absolute and mixed
  • Essential functions: SUM, AVERAGE, COUNT, MIN, MAX, ROUND, IF, COUNTIF and SUMIF
  • IF, AND, OR, IFS and counting with conditions
  • Cleaning data: text and date functions
  • Sorting, filtering and Excel Tables
  • Lookups: VLOOKUP, HLOOKUP, XLOOKUP, INDEX/MATCH and IFERROR explained with examples
  • Charts and pivot tables: summarising thousands of rows and presenting results clearly
  • Financial functions and what-if analysis: loans, savings, depreciation, Goal Seek and scenarios
  • Conditional formatting, data validation and protecting sheets
  • Practical Excel projects: budget, school marks, chama records, stock and invoices

• PowerPoint & presentations

  Design clear slides and present with confidence: layouts, visuals, animations and speaking tips.

  • Build your first presentation step by step
  • Designing clear slides: layouts, text, colour, images, charts and the design rules professionals use
  • Charts, SmartArt, tables, video and audio in slides
  • Animations, transitions and presenting with confidence: rehearsal, delivery and handling questions
  • Pitch decks, reports and training slides: structures that persuade and teach

• Email, Google Drive & cloud tools

  Work like a modern office: professional email, Google Drive, sharing files, online meetings and collaboration.

  • Professional email with Gmail and Outlook: setup, writing, organising, security and etiquette
  • Google Drive and working together online: storage, sharing, permissions, real-time editing and version history
  • Google Docs, Sheets and Slides: free office tools online
  • Google Forms: surveys, registrations, quizzes and orders
  • Google Calendar, Meet and staying organised online

• AI tools for work & study

  Use AI assistants like ChatGPT, Claude and Gemini wisely: writing prompts, real uses for business and study, and knowing their limits.

  • What is AI? Machine learning, large language models, how chatbots work, what they can and can't do, and staying safe
  • Writing good prompts: the RTCF recipe, giving context and examples, step-by-step tasks, iterating and prompt templates
  • Using AI to study and learn faster (the honest way)
  • AI for images, design and content creation
  • AI for business, work and earning: practical workflows for marketing, customer service, admin, data and freelancing
  • AI in office work: Word, Excel, PowerPoint, Google Docs and Sheets, email and meetings
  • Automating work with AI and no-code tools: Zapier, Make, Google Apps Script, chatbots and AI agents
  • AI safety, ethics, privacy and your career

• Online government services (Kenya)

  Use eCitizen, KRA iTax, NTSA, KUCCPS, HELB and other online services safely and confidently: a valuable skill for cyber café work too.

  • eCitizen: creating an account and applying for government services online, step by step
  • KRA PIN and iTax returns: registering, filing nil and employment returns, and staying compliant
  • Registering a business online and getting it ready to trade
  • KUCCPS, higher education funding (HELB/HEF), KNEC and other education services online
  • SHA health cover, NSSF, NTSA and Huduma services: registering, paying and checking statements
  • Online applications: documents, good conduct and avoiding mistakes

• Computer hardware & maintenance

  Know the parts inside a computer, buy the right laptop, install Windows, fix common problems and keep computers fast and virus-free.

  • Inside the computer: every hardware component, how it works and how to identify it
  • Speeding up an old computer: SSD and RAM upgrades
  • Installing Windows and software: bootable USB, clean install, drivers, activation and setup checklist
  • Fixing common computer problems: a technician's step-by-step troubleshooting guide
  • Backups and data recovery: protecting files, recovering deleted data and handling failing drives
  • Removing viruses and cleaning up a slow, infected PC
  • Printers, scanners and peripherals: setup and common fixes

• Flutter app development

  Build real Android and iPhone apps with Flutter, step by step: widgets, layouts, navigation, forms, state, APIs, local storage, Firebase, device features, testing and publishing.

  • Setting up Flutter and your first app
  • Widgets in depth: stateless, stateful and the build method
  • Layout masterclass: Row, Column, Expanded, Stack and constraints
  • Lists and grids: ListView, GridView, cards and pull to refresh
  • Styling your app: themes, colours, fonts, images and dark mode
  • Navigation: screens, passing data, tabs, drawers and go_router
  • Forms and input: text fields, validation, pickers and the keyboard
  • State management: setState, lifting state, Provider and Riverpod
  • Loading data from the internet: http, JSON models and FutureBuilder
  • Saving data on the phone: shared_preferences, SQLite and offline apps
  • Firebase: sign-in, Firestore database and real-time data
  • Phone features: camera, location, calls, WhatsApp, sharing and permissions
  • Animations that feel good: implicit, Hero, page transitions and loaders
  • Project: build a complete shop stock and sales app
  • Testing, debugging and releasing your Flutter app

• Artificial intelligence (AI): from zero to pro

  Learn AI from scratch with no skills needed, then go all the way to pro: using AI tools, prompting, AI at work and in business, how machine learning and neural networks work (with code you can run), ChatGPT-style models, building AI apps and an AI career roadmap.

  • Level 1: What AI is, explained simply
  • Level 1: Your first conversation with an AI assistant
  • Level 1: The map of AI tools (what to use for what)
  • Level 2: Prompting masterclass: getting great answers every time
  • Level 2: AI for everyday life: study, jobs, money and health questions
  • Level 2: AI at work: emails, Excel, reports, meetings and presentations
  • Level 2: When AI is wrong: hallucinations, bias and fact-checking
  • Level 3: AI for business and marketing
  • Level 3: Earning with AI skills
  • Level 3: AI automation without code: custom assistants and workflows
  • Level 4: How machine learning works (with code you can run)
  • Level 4: Build a classifier: nearest neighbours and a spam filter
  • Level 4: Neural networks explained (and one you can train)
  • Level 4: How ChatGPT-style models work: tokens, training and embeddings
  • Level 5: Building apps with AI APIs
  • Level 5: Chat with your documents (RAG), tools and AI agents
  • Level 5: Your AI career roadmap: from user to AI pro

• APIs & backends for apps

  The server side of every app: how backends work, designing REST APIs, building JSON APIs in PHP and Node.js, logins with sessions, tokens and hashed passwords, M-Pesa Daraja (STK push and callbacks), Firebase and Supabase, and deploying securely.

  • How backends work: HTTP, REST, JSON and status codes
  • Designing a good REST API
  • Building a JSON API in PHP and MySQL
  • Building an API with Node.js and Express
  • Logins: hashed passwords, sessions, tokens, JWT and OTP codes
  • M-Pesa Daraja API: STK push and callbacks step by step
  • Firebase, Supabase and deploying your backend securely

• App development fundamentals

  Everything to know before and around building an app: types of apps, choosing Flutter, Kotlin, React Native or a PWA, planning, mobile UI/UX, data and offline use, security, M-Pesa in apps, testing, publishing on Google Play and earning as an app developer.

  • What is app development? Types of apps and how they work
  • Choosing your stack and setting up your tools
  • Planning an app: requirements, user stories, MVP and data
  • Mobile UI/UX design that people love
  • Data, offline use, logins and security in apps
  • Taking M-Pesa payments in your app (the safe way)
  • Testing apps and publishing on Google Play and the App Store
  • Earning as an app developer in Kenya

• Android apps with Kotlin

  Build native Android apps the modern way: Kotlin from the basics (with code you can run), Android Studio, Jetpack Compose screens, state, lists, navigation, ViewModel and MVVM, coroutines, Retrofit networking, Room database and publishing.

  • Kotlin basics: variables, types, strings and decisions
  • Kotlin functions, lambdas and collections
  • Kotlin classes, data classes, sealed classes and null safety
  • Coroutines and Flow (doing slow work without freezing the app)
  • Android Studio and your first Android app
  • Jetpack Compose basics: layouts, modifiers and Material 3
  • Compose state, lists and forms
  • Navigation, ViewModel and MVVM architecture
  • Data: Retrofit for APIs and Room for the local database
  • Testing, signing and releasing your Android app

• React for web apps

  Build interactive web apps with React, the library behind thousands of modern sites and the base for React Native: components, JSX, props, state, events, forms, effects and data loading, hooks, a complete shopping cart project and real-world tooling.

  • React introduction: components and JSX
  • Props, lists and conditional rendering
  • State, events and forms
  • useEffect and loading data
  • More hooks: useRef, useMemo, useReducer, context and custom hooks
  • Project: a shop with cart, then real-world React tooling

• React Native apps (Expo)

  Build Android and iPhone apps with JavaScript and React using Expo: setup and Expo Go, core components and styling, lists and navigation, state and data with APIs and storage, phone features, and building and publishing with EAS.

  • React Native and Expo: setup and your first app
  • Core components, styling and Flexbox layouts
  • Lists with FlatList and navigation with Expo Router
  • State, APIs and storing data on the phone
  • Phone features, then building and publishing with EAS

• 130+ ways to earn online from Kenya (step by step)

  More than 130 real ways to earn online, from transcription, writing, AI training, graphics and content creation to freelancing, selling and trading, each with honest step-by-step instructions, pay, risks and scam warnings.

  • Start here: how to earn online from Kenya safely (and the full list of 130+ ways)
  • A. Writing and language work (ways 1–12): articles, copywriting, editing, translation and more
  • B. Transcription and audio work (ways 13–21): transcription, captions, voice-over and podcast editing
  • C. AI training and data work (ways 22–32): annotation, AI rating, Remotasks-style tasks and data entry
  • D. Microtasks, surveys and testing (ways 33–41): small online tasks, usability tests and bounties
  • E. Graphics and design (ways 42–55): logos, social graphics, templates, stock photos and more
  • F. Content creation (ways 56–67): YouTube, TikTok, Facebook, Instagram, podcasts, UGC and brand deals
  • G. Marketing services (ways 68–78): social media management, ads, SEO, affiliate and WhatsApp marketing
  • H. Tech and programming (ways 79–91): websites, apps, M-Pesa integration, automation and data
  • I. Teaching and expertise (ways 92–100): tutoring, teaching languages, courses, coaching and communities
  • J. Selling online (ways 101–110): Jumia, Kilimall, WhatsApp, your own shop, digital products and crafts
  • K. Virtual assistance and remote work (ways 111–118): VA, customer support, bookkeeping and remote jobs
  • L. Trading and investing (ways 119–126): forex, Deriv, crypto, NSE, T-bills and MMFs, an honest guide
  • M. Local services powered by online tools (ways 127–132): cyber services, photography, repairs, delivery apps and hotspots
  • Choose your path: a 90-day plan, pricing, getting clients, taxes and avoiding burnout

• Career roadmaps (step-by-step paths to a tech job)

  Clickable, step-by-step roadmaps for web developer, data analyst, cybersecurity, mobile app developer and IT support careers in Kenya. Each step links to the free lessons to take, the projects to build, the certificates worth considering and how to find your first job or client.

  • Choosing a tech career path: which roadmap is right for you?
  • Web developer roadmap: from zero to your first job or client
  • Data analyst roadmap: Excel, SQL, Python, dashboards and your first role
  • Cybersecurity roadmap: networking, Linux, security skills, labs and certifications
  • Mobile app developer roadmap: Flutter, Kotlin or React Native to the Play Store
  • IT support and networking roadmap: helpdesk, technician and network jobs

• Build real projects (portfolio projects, step by step)

  Step-by-step guides to build 14 real projects for your portfolio, including a portfolio site, business website, blog, REST API, M-Pesa payment system, booking system, inventory, e-commerce shop, school management system, student portal, job board, mobile app and data analysis. Each one links to the lessons you need and ends with a checklist and how to show it to employers and clients.

  • How to build portfolio projects (read this first)
  • Project 1: Personal portfolio website (HTML, CSS, JavaScript, GitHub Pages)
  • Project 2: Business website for a local client (SEO, WhatsApp, Google Business)
  • Project 3: Data analysis report (Excel, SQL or Python): from raw data to findings
  • Project 4: Blog with an admin panel (PHP, MySQL, login, CRUD)
  • Project 5: Inventory and sales system for a shop (stock, sales, low-stock alerts, reports)
  • Project 6: REST API with Node.js and Express (CRUD, validation, JWT auth, tests, deploy)
  • Project 7: M-Pesa payment system (Daraja STK push, callbacks, status checks, receipts)
  • Project 8: Booking system with staff, durations, deposits and reminders
  • Project 9: E-commerce store with cart, M-Pesa checkout, orders and admin
  • Project 10: Job board with employers, applicants, CV uploads and search
  • Project 11: School management system (students, classes, marks, report cards, fees)
  • Project 12: Student portal (secure login, unit registration, results, fee statement)
  • Project 13: Mobile expense tracker app with Flutter (offline storage, categories, budget, charts)
  • Show your projects: portfolio, GitHub profile, CV, case studies and interviews

• Freelancing from Kenya (zero to a full-time freelance business)

  A practical freelancing course for Kenyans: choosing a niche and offer, building a portfolio with no clients, Upwork and Fiverr step by step, finding direct clients, discovery calls, quotes and contracts, delivering work and getting reviews, tools, money and KRA tax, avoiding scams and growing into retainers or an agency.

  • Freelancing from Kenya: how it really works and your 90-day roadmap
  • Choosing your niche and creating an offer clients understand
  • Building a freelance portfolio when you have no clients yet
  • Upwork step by step: approval, profile, proposals, first contract and Job Success
  • Fiverr step by step: gigs that rank, packages, first orders and seller levels
  • Finding direct clients: local businesses, outreach scripts, LinkedIn and referrals
  • Discovery calls, quotes and simple contracts that protect you
  • Client communication, delivery, revisions, difficult clients and getting reviews
  • Freelance tools, workspace and a productive workday (power, internet, time and focus)
  • Freelance money in Kenya: rates, irregular income, savings, KRA and records
  • Freelance scams, account safety and handling disputes
  • Growing your freelance business: retainers, higher prices, subcontracting and an agency

• Ways to earn directory (methods by category, each explained in full)

  A growing directory of genuine ways to earn, grouped by category. Every method follows the same structure: what it is, how it works, skills, start-up cost and equipment, where to find work, how you're paid, realistic earnings, time to first income, how to start, pros, cons, risks, scam warnings and Kenya notes. Categories so far: microtasking (every task type explained), graphic design, writing and language, transcription and audio, video and photography, social media and marketing, web and tech services, virtual assistance, teaching, selling online, local digital services, crafts, agriculture, gig work, events and wellness, finance and insurance, construction and property, AI services, energy and environment, remote professional jobs, community programmes, automotive, food businesses, beauty and fashion, entertainment, tourism, logistics and trade, repair trades, health businesses, education businesses, media and publishing, livestock, digital products, manufacturing, specialist crops, security and facilities, specialist online work, public-sector careers, creative niches, fishing and the lake economy, mining and building materials, faith-community services, kids and family services, sports and outdoor, specialist printing, smart technology installation, interior finishing, domestic and funeral services, legal and compliance, agro-processing, water and sanitation, energy services, urban transport, neighbourhood retail, construction equipment, specialist online niches, more crops and livestock, farm services, education, food and hospitality, textiles, IT hardware, accessibility, property and finance, heritage crafts, recycling, events, automotive specialists, tourism niches, fabrication, health support, technical trades and personal services (1,000 methods).

  • How this directory works: the standard method structure, safety rules and categories
  • Microtasking (part 1): AI training and data tasks, every task type explained (methods 1–19)
  • Microtasking (part 2): surveys, research studies, testing, field data and local tasks (methods 20–33)
  • Graphic design (part 1): branding, print and event design, each method explained (methods 34–52)
  • Graphic design (part 2): social media, digital products, illustration, UI and photo editing (methods 53–72)
  • Writing and language work: every method explained (methods 73–97)
  • Transcription, audio and voice work: every method explained (methods 98–115)
  • Video, photography and animation work: every method explained (methods 116–135)
  • Social media and digital marketing services: every method explained (methods 136–159)
  • Web, software and tech services: every method explained (methods 160–183)
  • Virtual assistance, admin and remote support: every method explained (methods 184–203)
  • Teaching, tutoring and training: every method explained (methods 204–222)
  • Selling online and e-commerce: every method explained (methods 223–245)
  • Local digital services: cyber café, printing, mobile money and tech services in your town (methods 246–264)
  • Creative products, crafts and making: every method explained (methods 265–280)
  • Agriculture and agribusiness with online tools: every method explained (methods 281–296)
  • Delivery, transport and local gig work through apps: every method explained (methods 297–312)
  • Events, hospitality, health and wellness services: every method explained (methods 313–330)
  • Finance, insurance and money-services work: every method explained (methods 331–346)
  • Construction, property and real estate work with online marketing: every method explained (methods 347–363)
  • AI-powered services: earning with AI tools honestly (methods 364–380)
  • Energy, recycling and environmental work: every method explained (methods 381–394)
  • Remote professional jobs and specialist freelancing: every method explained (methods 395–413)
  • Community, NGO, public programmes and other legitimate earning routes (methods 414–430)
  • Automotive trades and services with online marketing: every method explained (methods 431–445)
  • Food and drink businesses with online ordering: every method explained (methods 446–462)
  • Beauty and fashion businesses: every method explained (methods 463–477)
  • Sports, gaming and entertainment: every method explained (methods 478–494)
  • Tourism and hospitality businesses: every method explained (methods 495–509)
  • Logistics, import, export and trade: every method explained (methods 510–525)
  • Repair and home-service trades: every method explained (methods 526–543)
  • Health and medical businesses (licensed professionals): every method explained (methods 544–556)
  • Education businesses: daycares, schools, tuition centres and learning services (methods 557–570)
  • Media and publishing businesses: every method explained (methods 571–584)
  • Livestock and animal enterprises: every method explained (methods 585–598)
  • Digital products, software and online assets: every method explained (methods 599–615)
  • Small-scale manufacturing: every method explained (methods 616–632)
  • Specialist crops and agritech services: every method explained (methods 633–650)
  • Security and facilities services: every method explained (methods 651–663)
  • Specialist online work: every method explained (methods 664–681)
  • Public-sector careers and official recruitment: how to apply safely (methods 682–691)
  • Creative and performance niches: every method explained (methods 692–707)
  • Fishing, marine and lake economy: every method explained (methods 708–721)
  • Mining, quarrying and building materials (licensed): every method explained (methods 722–732)
  • Faith-community services: every method explained (methods 733–744)
  • Kids, family and personal services: every method explained (methods 745–758)
  • Sports, outdoor and recreation businesses: every method explained (methods 759–770)
  • Specialist printing and branding: every method explained (methods 771–781)
  • Smart technology and telecom installation trades: every method explained (methods 782–793)
  • Interior finishing and home specialty services: every method explained (methods 794–805)
  • Domestic, personal and funeral services: every method explained (methods 806–816)
  • Legal, compliance and verification services: every method explained (methods 817–828)
  • Agro-processing and value addition: every method explained (methods 829–840)
  • Water, sanitation and hygiene services: every method explained (methods 841–852)
  • Energy services beyond solar panels: every method explained (methods 853–860)
  • Urban transport niches: every method explained (methods 861–865)
  • Neighbourhood shops and retail: every method explained (methods 866–875)
  • Construction equipment and specialist building services: every method explained (methods 876–884)
  • More specialist online and technical niches: every method explained (methods 885–890)
  • More crops and livestock: every method explained (methods 891–902)
  • More farm and livestock services: every method explained (methods 903–909)
  • More education services: every method explained (methods 910–916)
  • More food and hospitality businesses: every method explained (methods 917–923)
  • More fashion and textile businesses: every method explained (methods 924–929)
  • IT hardware and technical services: every method explained (methods 930–936)
  • Accessibility and assistive services: every method explained (methods 937–942)
  • More property and finance businesses: every method explained (methods 943–950)
  • Heritage crafts and art: every method explained (methods 951–954)
  • More waste and recycling businesses: every method explained (methods 955–959)
  • More event services: every method explained (methods 960–964)
  • More automotive specialist trades: every method explained (methods 965–968)
  • Tourism niches: every method explained (methods 969–971)
  • More manufacturing and fabrication: every method explained (methods 972–977)
  • Health support and safety services: every method explained (methods 978–982)
  • More technical trades and installations: every method explained (methods 983–990)
  • Personal and niche services: every method explained (methods 991–1000)

• Forex trading education (zero to advanced, honest and step by step)

  Learn forex properly, in the right order. How the currency market works, pips, lots, leverage and margin with calculators, choosing a CMA-licensed broker, orders, fundamental and technical analysis, indicators, risk management and position sizing, building and testing a trading plan, journaling, psychology, and spotting scams. Education only, not financial advice; most retail traders lose money.

  • Start here: the truth about forex and the learning path from zero to advanced
  • How the forex market works: currency pairs, quotes, sessions and who moves prices
  • Pips, lots, leverage and margin: the maths of every trade (with calculators)
  • Forex brokers, platforms and regulation in Kenya: choosing safely
  • Orders and how a trade works: market, limit and stop orders, stop loss, take profit and slippage
  • Fundamental analysis: interest rates, central banks, inflation, jobs data and the economic calendar
  • Charts and candlesticks: timeframes, reading candles and common patterns (and their limits)
  • Support, resistance and trends: market structure, ranges, breakouts and multiple timeframes
  • Indicators explained: moving averages, RSI, MACD, Bollinger Bands and ATR (and how they mislead)
  • Risk management and position sizing: the 1% rule, reward-to-risk, expectancy and drawdowns
  • Building a trading plan and strategy: written rules, example strategy types and when not to trade
  • Backtesting, demo trading and journaling: proving a strategy before risking money
  • Trading psychology: fear, greed, revenge trading, discipline and knowing when it has become gambling
  • Forex scams, signal groups, account managers, copy trading and prop firms: protecting yourself
  • From zero to advanced: the complete forex learning checklist and milestones

• Trading & investing options explained (10 markets, honest risks)

  Ten ways people trade and invest from Kenya, each explained the same way: what it is, how it works with an example, costs, risk level, regulation, who it suits, how to start safely and red flags. Forex, binary options, Deriv synthetic indices, CFDs on gold, oil and indices, NSE shares, global stocks and ETFs, crypto, options and futures, copy trading and bots, and T-bills, bonds and money market funds. Education only, not financial advice.

  • Start here: trading vs investing vs gambling, and the 10 options at a glance
  • Option 1: Forex trading, explained in one lesson
  • Option 2: Binary options: how they work, the maths, regulation and why most people lose
  • Option 3: Synthetic indices (Deriv and similar): Volatility, Boom/Crash, multipliers and accumulators
  • Option 4: CFDs on gold, oil and stock indices (US30, NAS100 and more)
  • Option 5: Shares on the Nairobi Securities Exchange (NSE): CDS accounts, brokers, dividends and trading
  • Option 6: Global stocks and ETFs: US shares, fractional investing and index funds from Kenya
  • Option 7: Crypto: Bitcoin, stablecoins, exchanges, P2P with M-Pesa, wallets and the big risks
  • Option 8: Options and futures (exchange-traded derivatives), including the NSE derivatives market
  • Option 9: Copy trading, signal services, robots (EAs) and AI trading bots
  • Option 10: T-bills, Treasury bonds, money market funds and other lower-risk options in Kenya
  • Comparing all 10 options and a safety checklist before you put money anywhere

• Best AI tools for every task: writing, coding, images, research and more

  Which AI to use for what, and how to get the best results. The best tools for writing, coding, images and graphic design, research, studying, video, audio and voice, presentations and documents, data and spreadsheets, business and marketing, and automation, with honest comparisons, step-by-step workflows, ready prompts, costs and how to stay safe.

  • Start here: how to choose the best AI for any task
  • Best AI for writing: CVs, emails, essays, posts, stories and Kiswahili
  • Best AI for coding: learning to code, fixing errors and building apps faster
  • Best AI for images and graphic design: posters, logos, photos and social media
  • Best AI for research: answers with sources, academic papers and deep research
  • Best AI for studying and learning: tutors, notes, flashcards and exam revision
  • Best AI for video: editing, captions, short clips, AI avatars and text-to-video
  • Best AI for audio, voice and music: transcription, voice-overs, podcasts and songs
  • Best AI for presentations and documents: slides, reports, proposals and PDFs
  • Best AI for data and spreadsheets: Excel, Google Sheets, charts and analysis
  • Best AI for business and marketing: social media, ads, SEO, customer service and WhatsApp
  • Best AI for automation and agents: Zapier, Make, n8n, custom assistants and AI agents
  • Using AI safely: privacy, costs, accuracy, honesty and paying from Kenya
  • The cheat sheet: the best AI for every task on one page

• Data analytics: from zero to job-ready (statistics, Excel, SQL, Python, Power BI)

  Learn data analytics step by step with Kenyan examples. The analyst's process, types of data, statistics you'll actually use (averages, spread, outliers, sampling, correlation, regression, A/B tests), data cleaning, Excel PivotTables, SQL for analysis, Python, charts and dashboards, Power BI, storytelling with data, a portfolio project and how to get hired or freelance.

  • Start here: what data analysts do and your roadmap from zero to job-ready
  • Types of data, where data comes from and what makes data good
  • Averages and spread: mean, median, mode, range and standard deviation
  • Distributions, percentiles and outliers: seeing the shape of your data
  • Sampling and probability: surveys, bias, margin of error and why size matters
  • Correlation and regression: finding relationships (and why correlation isn't causation)
  • A/B tests and hypothesis testing: proving what works (with p-values explained simply)
  • Data cleaning: duplicates, missing values, messy formats and a cleaning checklist
  • Excel and Google Sheets for analysis: PivotTables, lookups, conditional formatting and charts
  • SQL for analysis: GROUP BY, HAVING, JOINs, CASE and window functions
  • Python for data analysis: CSV files, grouping, and an introduction to pandas
  • Data visualisation: choosing the right chart and designing clear dashboards
  • Power BI: from raw data to an interactive dashboard (Power Query, data model, DAX)
  • Storytelling with data: turning analysis into reports and presentations people act on
  • Your portfolio project and getting hired or freelancing as a data analyst

• DevOps & cloud: from zero to deploying and running real systems

  Learn DevOps and cloud computing step by step. Cloud basics (IaaS, PaaS, SaaS, regions, shared responsibility), Linux servers, cloud networking, Git workflows, CI/CD pipelines with GitHub Actions, Docker and Docker Compose, Kubernetes, infrastructure as code with Terraform and Ansible, core AWS, Azure and Google Cloud services, deploying a real app, monitoring and reliability, cloud security and cost control, and certifications and careers.

  • Start here: what DevOps and cloud engineers do, and your roadmap
  • Cloud computing basics: IaaS, PaaS, SaaS, regions, shared responsibility and pricing
  • Linux servers for DevOps: SSH keys, users, services, logs, updates and firewalls
  • Cloud networking: VPCs, subnets, security groups, DNS, load balancers and HTTPS
  • Git workflows and CI/CD pipelines: automatic testing and deployment with GitHub Actions
  • Docker and containers: images, Dockerfiles, volumes and Docker Compose
  • Kubernetes basics: pods, deployments, services, scaling, and when you don't need it
  • Infrastructure as code: Terraform and Ansible (servers built from files, not clicks)
  • Core cloud services compared: AWS, Azure and Google Cloud side by side
  • Project: deploy a real web app with Docker, Nginx, HTTPS and automatic deploys
  • Monitoring, logging and reliability: metrics, alerts, SLOs, incidents and backups
  • Cloud and DevOps security: IAM, MFA, secrets, encryption and secure pipelines
  • Cloud cost control (FinOps): free tiers, budgets, right-sizing and avoiding surprise bills
  • DevOps and cloud careers: certifications, portfolio projects and finding work

• Advanced cybersecurity: defend, detect and respond like a professional

  Go beyond the basics, legally and defensively. The attack lifecycle and MITRE ATT&CK, cryptography in depth, identity and authentication, secure web development (OWASP), network defence and zero trust, security monitoring with SIEM and a SOC, incident response and forensics, vulnerability management, ethical penetration testing with permission, cloud and mobile security, governance, risk and compliance, and certifications and careers. Includes runnable Python labs.

  • Start here: the advanced path, security careers, and the law and ethics you must follow
  • How attacks happen: threat actors, the attack lifecycle and MITRE ATT&CK
  • Cryptography in depth: hashing, salting, symmetric and public-key encryption, TLS and certificates
  • Identity and authentication: MFA, passkeys, OAuth and OpenID Connect, sessions and access control
  • Secure web development: the OWASP Top 10, injection, XSS, secure coding and testing your own apps
  • Network defence: firewalls, segmentation, IDS/IPS, VPNs, zero trust and detecting brute-force attacks
  • Security monitoring: logs, SIEM, the SOC, alert triage and writing detection rules
  • Incident response and digital forensics: the IR lifecycle, playbooks, evidence, timelines and reporting in Kenya
  • Vulnerability management: CVEs, CVSS scores, scanning, prioritising and patching
  • Ethical penetration testing: permission, scope, methodology, legal practice labs, bug bounties and report writing
  • Cloud and mobile security: shared responsibility, cloud misconfigurations, IAM policies and securing mobile apps
  • Governance, risk and compliance (GRC): risk registers, policies, ISO 27001, NIST CSF 2.0 and Kenyan law
  • Cybersecurity careers: certifications, a home-lab portfolio, CTFs, CVs, interviews and avoiding course scams

• Microtask platforms reviewed: 55 sites and apps that pay, explained in detail

  Timebucks, ySense, Clickworker, Toloka, SproutGigs, Outlier, TELUS Digital, OneForma, GoTranscript, UserTesting, GeoPoll, Premise and many more. For each platform, what it is, the task types, how you get paid in Kenya, realistic earnings, pros, cons and red flags, plus how to avoid task scams and build a weekly plan. Honest, with no "get rich" promises.

  • Start here: how microtask platforms work, getting paid in Kenya, and the rules that keep your account safe
  • Rewards and “get paid to” sites: Timebucks, ySense, Freecash and 7 more
  • Microtask marketplaces: Clickworker, UHRS, SproutGigs, Microworkers, Toloka and more
  • AI training and data annotation platforms: Outlier, DataAnnotation, TELUS Digital, OneForma and more
  • Survey panels and apps: Toluna, YouGov, Attapoll, GeoPoll, Prolific and more
  • Website, app and game testing platforms: UserTesting, Userlytics, Trymata, uTest and more
  • Field data, transcription and passive apps: Premise, GoTranscript, TranscribeMe, Honeygain and more
  • Task scams to avoid, the best platforms to start with in Kenya, and a realistic weekly plan

• Freelance platforms reviewed: 37 marketplaces, networks and job boards for Kenyan freelancers

  Upwork, Fiverr, Freelancer, PeoplePerHour, Contra, Toptal, Andela, Turing, 99designs, ProZ, Codeable, We Work Remotely, LinkedIn, BrighterMonday and more. For each one, the work it suits, fees, getting paid in Kenya, competition, how to start, pros, cons and scam warnings, plus how to choose your first platform and land your first client.

  • Start here: how freelance platforms differ, fees, getting paid in Kenya and choosing where to start
  • General freelance marketplaces: Upwork, Fiverr, Freelancer, PeoplePerHour, Guru, Contra and more
  • Vetted talent networks: Toptal, Andela, Turing, Arc, Braintrust and Proxify
  • Specialist platforms by skill: 99designs, Dribbble, Behance, Reedsy, ProZ, Codeable, Voices and more
  • Remote job boards: LinkedIn, We Work Remotely, Remote OK, Remotive, Wellfound and more
  • Kenyan and African sources of work: Ajira Digital, Jitume, BrighterMonday, Fuzu and MyJobMag
  • Choosing your platform, landing your first client, and freelance scams to avoid

• Masomo kwa Kiswahili: ujuzi wa kidijitali, usalama mtandaoni na kupata kipato

  Masomo kwa Kiswahili sanifu kwa kila mtu. Misingi ya simu janja na kompyuta, intaneti na barua pepe, huduma za serikali mtandaoni (eCitizen), usalama mtandaoni na kujikinga na ulaghai wa M-Pesa, njia halali za kupata kipato mtandaoni, kazi za kidijitali za kuanzia, kutumia akili bandia (AI) kazini na shuleni, na kusimamia pesa zako.

  • Anza hapa: jinsi ya kutumia masomo haya na kujifunza kwa simu yako
  • Misingi ya simu janja na kompyuta: programu, faili, mipangilio na kutunza kifaa chako
  • Intaneti, barua pepe na eCitizen: kutafuta habari, kutuma barua pepe na huduma za serikali mtandaoni
  • Usalama mtandaoni: nywila imara, uthibitishaji wa hatua mbili na kujikinga na ulaghai wa M-Pesa
  • Kupata kipato mtandaoni: njia halali, matarajio ya kweli na jinsi ya kuepuka matapeli
  • Kazi za kidijitali za kuanzia: kuchapa, huduma kwa wateja, mitandao ya kijamii na uandishi
  • Akili bandia (AI) kwa Kiswahili: kutumia ChatGPT, Gemini na Copilot kazini na shuleni kwa busara
  • Pesa zako: malipo mtandaoni, M-Pesa na PayPal, kuweka akiba na kodi ya KRA