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intermediatePremiumWatch the first lesson freeTechnical AI
LangChain v1: Build, Evaluate and Ship AI AgentsFor Python developers who have called an LLM API.
advancedPremiumWatch the first lesson freeTechnical AI
Fine-Tune and Optimise Open LLMs with LoRA and QLoRAFor AI and ML engineers, data scientists and MLOps engineers who write Python.
intermediatePremiumWatch the first lesson freeTechnical AI
Python Full Stack Engineering with AI-DLCFor Python developers and full stack engineers.
foundationalPremiumWatch the first lesson freeAI for Business
Automate Business Workflows with MakeBuild Make scenarios that connect Google Workspace, Microsoft 365, webhooks and APIs, route and store data, add an AI step, handle errors and run on the Free plan.
intermediatePremiumWatch the first lesson freeTechnical AI
SAP Business AI in Practice: Use Joule, Build on the Generative AI Hub and Design SAP AgentsFor SAP functional consultants, BTP and ABAP developers, architects and centre of excellence leads.
intermediatePremiumWatch the first lesson freeTechnical AI
Java Full Stack Engineering with AI-DLCFor Java developers and full stack engineers who already write some Java.
intermediatePremiumWatch the first lesson freeTechnical AI
CrewAI: Build and Ship Multi-Agent SystemsFor Python developers and automation engineers.
intermediatePremiumWatch the first lesson freeTechnical AI
Choose, Train and Tune the Right Machine Learning AlgorithmFor data scientists, ML engineers, developers and analysts who write basic Python.
intermediatePremiumWatch the first lesson freeAI Literacy
Intelligent Management Reporting with AIProduce the monthly management pack faster with AI while keeping it reconciled, defined and signed off: clean data, a KPI dictionary, commentary with a claims ledger, tested summaries, governance, and AI for reconciliation, payables, journals and finance risk.
intermediatePremiumWatch the first lesson freeAI for Business
AI-Powered Data Storytelling for Business LeadersTurn business data into a clear, honest story that leaders act on: frame it, use free AI tools to find and check the pattern, draw honest charts and dashboards, write answer first, and keep a record of what was checked.
intermediatePremiumWatch the first lesson freeAI Literacy
AI-Powered Budgeting and Financial ForecastingPrepare history you can forecast from, build driver-based budgets, back-test forecasts against a baseline, report them as ranges, run scenarios and govern the pack, using AI only where it helps.
intermediatePremiumWatch the first lesson freeTechnical AI
Multi-Agent Systems with Microsoft Agent FrameworkFor Python developers who build or inherit multi agent systems.
intermediatePremiumWatch the first lesson freeAI Governance
Run Projects with AI: Plans, Risks and Status ReportsUse AI assistants across a real project, from charter to close, without handing them the judgement.
intermediatePremiumWatch the first lesson freeTechnical AI
Machine Learning with Python: Build, Evaluate and Deploy ModelsTake a business problem from raw data to a deployed, monitored model with scikit-learn.
intermediatePremiumWatch the first lesson freeTechnical AI
Build Generative AI Apps and Agents on AWS with Amazon BedrockFor engineers and solution architects building on AWS.
advancedPremiumWatch the first lesson freeTechnical AI
AI-Driven Software Architecture: Design Systems That Hold UpFor solution, software and cloud architects, technical leads and senior engineers who know APIs and one cloud.
foundationalPremiumWatch the first lesson freeAI Literacy
AI for Journalists: Research, Verify and Publish ResponsiblyUse AI to research faster, check claims and media properly, and publish work you can stand behind.
foundationalPremiumWatch the first lesson freeTechnical AI
Python for Data and AI: Clean, Explore, Chart and Model DataUse Pythonโs core data libraries to turn a messy business dataset into charts, findings and a first working model.
intermediatePremiumWatch the first lesson freeAI for Business
AI for Analytics and Business Insights: Ask, Verify, DecideDefine your metrics, ask data questions of a table, verify every answer with golden questions, forecast with a named method, and finish with a dashboard and a decision memo that names the owner of each number.
intermediatePremiumWatch the first lesson freeTechnical AI
Build NLP Applications with Deep Learning and TransformersFor ML engineers, data scientists and developers who write Python.
intermediatePremiumWatch the first lesson freeAI Literacy
Build an AI-Ready Workforce: Skills, Learning Paths and AdoptionPlan and run an AI skills programme for a whole organisation: build a skills framework from real tasks, assess readiness, design role-based learning paths, roll them out with champions and managers, measure behaviour and results, meet the EU AI literacy duty, and write a one-page workforce plan.
intermediatePremiumWatch the first lesson freeTechnical AI
AI for Database Administrators: Tune, Monitor and Automate SafelyFor DBAs, database engineers and SREs.
intermediatePremiumWatch the first lesson freeTechnical AI
AI for Data Engineers: Build, Test and Document Pipelines FasterFor data engineers and analytics engineers.
intermediatePremiumWatch the first lesson freeTechnical AI
AI-Driven .NET EngineeringFor back end and full stack developers who can write C# and have built a small web app.
foundationalPremiumWatch the first lesson freeAI for Business
AI for Aviation Teams: Safer Operations, Maintenance and ServiceUse AI assistants in airline, airport and maintenance work without letting them make the safety call: theme defect write-ups and safety reports you can trace, draft disruption notices from the published policy, judge predictive maintenance and scheduling claims, design a passenger assistant thatโฆ
intermediatePremiumWatch the first lesson freeAI for Business
AI in Pharma and Life Sciences: From Discovery to SafetyUse AI across the medicines lifecycle the way regulators now expect, with evidence that matches what each use decides.
intermediatePremiumWatch the first lesson freeAI for Business
Microsoft Copilot at Work: Get More DoneLevel 2 of the Microsoft Copilot path, between the free Copilot basics and the Copilot Studio course.
advancedPremiumWatch the first lesson freeAI Literacy
Leading AI Adoption at ScaleFor senior leaders whose organisation has run AI pilots and now has to scale them: measure value against a baseline, build a fundable business case with stage gates and kill criteria, choose a funding model, prioritise a portfolio, roll out in waves, design the operating model, control running coโฆ
intermediatePremiumWatch the first lesson freeTechnical AI
Salesforce Development with AIFor Salesforce developers and technical admins who already write Apex and Lightning web components.
advancedPremiumWatch the first lesson freeAI Governance
Designing AI Products People Can TrustFor product designers and product managers shipping AI features into regulated consumer flows.
advancedPremiumWatch the first lesson freeTechnical AI
Using AI to Grade AI (LLM-as-Judge)For data analysts and ML engineers who already call an LLM API and know eval basics.
intermediatePremiumWatch the first lesson freeAI for Business
Running a Small Team with AI, Every DayFor founders and team leads of 5 to 15 person teams: choose workflow or agent, set approvals by consequence, check your tools, connect one read only path, run a weekly ritual and measure net time.
advancedPremiumWatch the first lesson freeTechnical AI
Building and Securing a Custom MCP ServerFor backend developers who have connected an MCP server to a host and now must ship one.
advancedPremiumWatch the first lesson freeTechnical AI
Better Search Results for Your AI AppFor engineers who already know basic retrieval augmented generation.
advancedPremiumWatch the first lesson freeTechnical AI
Getting AI Agents to Work TogetherFor engineers who have shipped a single agent that calls tools.
intermediatePremiumWatch the first lesson freeClaude AI
MCP for Developers: Build and Connect Servers to ClaudeFor developers who already call the Claude API.
advancedPremiumWatch the first lesson freeClaude AI
Parallel Claude Code Sessions Without Breaking the BuildFor developers who already use Claude Code and now run several sessions on one repository.
intermediatePremiumWatch the first lesson free
advancedPremiumWatch the first lesson freeTechnical AI
Improving Your Prompts, Step by StepFor engineers who ship a language model feature and edit its prompts by hand.
intermediatePremiumWatch the first lesson freeTechnical AI
Building Your First Production AgentBuild a tool-using agent with the Claude API, then make it safe to run: failure handling, step and spend caps, a gated MCP connection, trajectory evals and a staged release.