Machine Learning
Build your machine learning foundation, from Python and data preparation to predictive models, APIs and deployment. Explore a 16-module curriculum with five project topics.
AI, GenAI & Automation
GenAI with Agentic AI
Explore generative ai & agentic ai through a 33-module curriculum and 4 project topics. Build foundations in Python, NLP, machine learning and transformers, then explore LLM applications, prompts, retrieval-augmented generation, AI agents and multi-agent workflows. The curriculum includes memory, MCP, human approval, evaluation, guardrails and deployment.
Agentic AI with n8n
Explore agentic ai with n8n through a 28-module curriculum with workflow practice and a capstone. Explore AI-assisted workflow automation with n8n, cloud and local models, business integrations, AI agents and retrieval-augmented generation. The roadmap progresses from prompts and triggers to memory, document chatbots, messaging assistants and a RAG agent capstone.
Artificial Intelligence
Explore artificial intelligence through a 22-module curriculum and 5 project topics. Develop analytics and programming foundations, then explore machine learning, deep learning, computer vision, time series, natural language processing and chatbots. The curriculum connects Power BI, SQL, Python and data preparation with AI model building and practical project topics.
Claude
Explore Prompt Engineering — Writing Prompts That Get Results, Claude Chat — Practical Prompting for Everyday Work, Artifacts — Turning Conversations into Deliverables, Claude Design — From Prompt to Polished Visual, Skills — Teaching Claude Your Standards and further topics in the curriculum.
AI Tools and Prompt Engineering
Explore Introduction to AI: Types, Trends and Applications, AI Prompts: Tools and Techniques, The Many Uses of Chat-GPT, Writing Tools, Creative Writing with AI and further topics in the curriculum.
Traditional AI with GenAI
Explore Python and mathematical foundations, Data preparation and exploration, Machine learning, Deep learning, Computer vision and NLP and further topics in the curriculum.
Forward Deployed Engineer (FDE)
Explore Problem discovery and requirements, Programming and engineering foundations, Data and integration, AI application development, Application delivery and further topics in the curriculum.
Claude, Codex and Copilot
Explore AI assistant foundations, Prompting and context, Claude workflows, Codex workflows, Copilot workflows and further topics in the curriculum.
Data & Analytics
Data Science
Build your data science foundation, from Power BI, SQL and Python to predictive models, deep learning and deployment. Explore a 20-module curriculum with five project topics.
Data Analytics
Explore data analytics through a 14-module curriculum and 5 project topics. Learn to turn raw data into analysis, dashboards and explanations. Develop Power BI, SQL, Python, statistics and ETL skills, then explore advanced SQL, DAX, KPI design, data quality, predictive analytics and data storytelling.
Business Analytics
Explore business analytics through a 14-module curriculum and 5 project topics. Connect business questions with analysis of sales, customers, revenue, costs and operations. Build Power BI, SQL, Python, statistics and ETL skills, then explore requirements analysis, business KPIs, forecasting and decision support.
HR Analytics
Explore hr analytics through a 14-module curriculum and 5 project topics. Learn to work with people data, from recruitment and workforce demographics to performance, attrition, compensation and workforce planning. Combine Power BI, SQL, Python, statistics and ETL with HR metrics and practical project work.
Marketing Analytics
Explore marketing analytics through a 14-module curriculum and 5 project topics. Learn to analyse audiences, acquisition channels, campaigns, conversion funnels and retention. Use Power BI, SQL, Python, statistics and ETL to explore marketing KPIs, ROI, ROAS, customer lifetime value and experimentation.
Healthcare Analytics
Explore healthcare analytics through a 14-module curriculum and 5 project topics. Explore patient, clinical, hospital operations and healthcare financial data. Build analytics foundations with Power BI, SQL, Python, statistics and ETL, then study quality indicators, population health, prediction and healthcare dashboards.
Financial Analytics
Explore financial analytics through a 13-module curriculum and 5 project topics. Learn to analyse revenue, expenses, profitability, budgets and cash flow. Build reporting and data preparation skills with Power BI, SQL, Python, statistics and ETL, then explore financial KPIs, forecasting, working capital and risk analytics.
Power BI with SQL
Explore Relational databases and SQL foundations, SQL aggregation and joins, Advanced SQL analysis, Power Query and data preparation, Semantic modelling and further topics in the curriculum.
Retail Analytics
Explore Retail data and metrics, Data preparation with SQL, Customer analytics, Sales and inventory analysis, Pricing and promotions and further topics in the curriculum.
Programming & Web Development
Python
Explore Python foundations, Control flow and collections, Functions and modules, Files and exceptions, Object-oriented programming and further topics in the curriculum.
Java
Explore Java foundations, Object-oriented Java, Collections and generics, Exceptions and file handling, Streams and concurrency foundations and further topics in the curriculum.
Full Stack Python
Explore Web foundations, Python programming, Databases, Python web backend, APIs and authentication and further topics in the curriculum.
Full Stack Java
Explore Web frontend, Core Java, Database foundations, Spring backend, Persistence and APIs and further topics in the curriculum.
React JS
Explore JavaScript and UI foundations, Components and JSX, State and events, Hooks and effects, Routing and data and further topics in the curriculum.
MEAN Stack
Explore Web and TypeScript foundations, MongoDB, Node.js and Express, Angular, Forms and APIs and further topics in the curriculum.
Web Development
Explore Web foundations, HTML, CSS and responsive layouts, JavaScript, Web interactions and APIs and further topics in the curriculum.
Business & Digital Skills
Basic Computers
Explore basic computer skills through a 7-module curriculum with suggested hands-on exercises. Build everyday digital skills, from computer fundamentals, typing and file management to Microsoft Office, internet and email, Google Workspace and introductory AI tools. The curriculum is designed for learners starting with essential computer skills.
MS Office
Explore Office foundations, Microsoft Word, Excel foundations, Excel analysis, PowerPoint and further topics in the curriculum.
Digital Marketing
Explore Marketing foundations, Websites and search, Content and social media, Paid campaigns, Email and CRM and further topics in the curriculum.
Digital Marketing with AI Tools
Explore Marketing strategy and AI foundations, AI-assisted research and planning, Content workflows, Creative production, Search and answer visibility and further topics in the curriculum.
SAP FICO
Explore Finance and SAP foundations, General ledger, Payables and receivables, Asset and bank accounting, Closing and reporting and further topics in the curriculum.
English & Test Preparation
IELTS Academic
Explore Grammar, Listening, Reading, Writing, Speaking.
IELTS General Training
Explore Grammar, Listening, Reading, Writing, Speaking.
Duolingo
Explore Grammar and Vocabulary, Speaking, Reading, Writing, Listening.
Spoken English
Explore Fundamentals, Grammar, Vocabulary, Reading, Listening and further topics in the curriculum.
Basic English
Explore Fundamentals, Grammar, Vocabulary, Reading, Writing and further topics in the curriculum.
Corporate English
Explore Corporate Communication, Workplace Etiquette, Interviews, Writing, Speaking and further topics in the curriculum.