Alset courses
What do you want to learn?
89 hands-on courses, from your first AI model to production systems. Your first course is free.
Popular:
New here? Start in three steps
Most learners go in this order. You can start anywhere.
Or get a whole role at once
Every course for your role, for one price, for a year.
Explore every course
89 coursesAI Red Team Academy
Attack AI safely on a practice company, then catch it, fix it and lead it
Prompt Injection & Jailbreak DefenceLearn how people trick AI systems into ignoring their instructions, by doing it yourself in a safe practice app. You will run 40 practice attacks against a help assistant, through the chat and through hidden instructions in documents, watch what leaks, then add five defences built into the app and measure how many attacks still get through. You finish with a repeatable attack test that runs before every change. Defensive and educational: the attacks are described, not written out, and only run against the course's own practice app. All practice data is made up.IntermediateGlobalRed, Blue & Purple: Ethical Hacking for Your OrganizationUnderstand ethical hacking, red teaming, blue teaming, and purple teaming — and how to make them pay off for your organization. What security testing is (and why authorization is everything), what the hacker tool categories reveal, how red teams emulate real adversaries to test your detection and response, what blue teams do, why purple teaming compounds the value, and how to commission, govern, and act on it all. Build a Red/Blue/Purple program plan. For security and business leaders. Defensive and conceptual throughout.IntermediateGlobalRed-Team Your AI AgentLearn how an AI agent with tools can be turned against the people it works for, by testing one yourself in a safe practice app. You will run practice attacks against a claims agent that can read email, look up customers, issue refunds and send messages, watch which attacks make it act, then add defences and measure two numbers together: how many attacks still work, and how many real tasks the agent can still finish. You finish with an attack test that runs before every change. Defensive and educational: attacks are described, not written out, and only run against the course's own practice agent. All practice data is made up.AdvancedGlobalThreat Tradecraft: Detecting Today's TTPsThreat-informed defense for practitioners: learn today's attacker tactics, techniques, and procedures — mapped to MITRE ATT&CK — and turn each one into a detection. Cover identity & cloud intrusions, AI-era tradecraft, endpoint living-off-the-land & EDR evasion, lateral movement & C2, and ransomware/extortion. Build a reusable TTP detection playbook. For SOC analysts, threat hunters, and detection engineers. Defensive throughout.AdvancedGlobal
AI Foundations
Start here: how AI models, data and prompts work
AI Models DemystifiedUnderstand what AI models are, how they learn, the major types (LLM, embedding, vision, multimodal, diffusion), and how to choose the right model and provider for any task.BeginnerFreeVector Databases & EmbeddingsUnderstand embeddings, distance metrics, ANN indexes, and the vector database landscape. Design end-to-end vector search pipelines with hybrid retrieval and evaluation.BeginnerData Science for AIBuild the statistical foundation for AI: data quality, regression, classification, time series, neural networks, and when to use classical ML vs deep learning vs foundation models.BeginnerPrompt Engineering EssentialsLearn how LLMs actually work, then master zero-shot, few-shot, chain-of-thought, and system prompts. Build a reusable prompt library.Beginner
Build AI
Build a working AI tool or agent
Build Your AI Assistant with ClaudeUse the Claude API and tool use to build a personal assistant that handles email, calendar, research, and tasks.IntermediateOpen Source AI Agents (OpenClaw)Set up, customize, and safely run OpenClaw — an open source AI agent that automates personal tasks on your computer.IntermediateAI-Powered Second BrainBuild a personal knowledge base over your notes, bookmarks, and documents. Search everything with AI and get answers with sources.IntermediateAI Sales CompanionBuild a RAG-powered tool that prepares sales reps for every call — pulling from CRM data, product docs, call transcripts, and competitor intelligence.Intermediate
AI Ethics, Security & Compliance
Use and build AI safely: ethics and bias, the EU AI Act, ISO 42001
Security Awareness (AI-Era)Spot and stop the attacks that actually hit companies — including the new AI-era ones. Phishing and social engineering, passwords and MFA, handling data safely, shadow AI and prompt injection, and how to report fast when something goes wrong. For every employee, technical or not. Annual + onboarding.BeginnerGlobalISO/IEC 42001 in Practice: Build Your AI Management SystemISO/IEC 42001 is the international standard for running AI responsibly across an organization, and companies can be certified against it. In this course you build the core records of an AI management system for a made-up insurer with six AI systems: the scope, the AI policy and roles, the risk and impact assessments, the choice of controls in a Statement of Applicability, day-to-day lifecycle and supplier records, and an internal audit, so you know what an auditor will ask for. For governance, quality, IT and compliance leads. The practice controls are our own illustrative examples, not the standard's text. Educational, not legal advice.IntermediateGlobalSensible Security: Defending Against Agentic AI & External ThreatsDefend against agentic AI and external attackers with controls that are proportionate to the risk — not fear-driven over-lockdown that strangles the business. Match the control to the risk, shrink your attack surface (including AI), get identity right for humans and agents, govern (don't ban) AI agents, defend against AI-accelerated and autonomous attackers, and design for resilience with fast detection. For security leads, SREs, and technical leaders.IntermediateGlobalPrompt Injection & Jailbreak DefenceLearn how people trick AI systems into ignoring their instructions, by doing it yourself in a safe practice app. You will run 40 practice attacks against a help assistant, through the chat and through hidden instructions in documents, watch what leaks, then add five defences built into the app and measure how many attacks still get through. You finish with a repeatable attack test that runs before every change. Defensive and educational: the attacks are described, not written out, and only run against the course's own practice app. All practice data is made up.IntermediateGlobal
Security, Compliance & SRE
Frameworks, security practice, safe operations
SOC 2 ReadinessRun your own SOC 2 readiness and walk into the audit prepared. Understand what SOC 2 really is, scope it, implement the common controls, collect evidence that holds across the window, close your gaps, and pass the audit — then keep it. For founders, security/compliance leads, and engineers at B2B software companies.IntermediateGlobalCompliance Frameworks DecodedCut through the alphabet soup. Learn which frameworks actually apply to you (HIPAA, PCI DSS, GDPR, SOC 2, ISO 27001, NIST/CMMC), the ~65% of controls they all share, how to satisfy many at once with one control set, and how to build a compliance roadmap. The hub course — take the deep-dive spoke for each framework you pick. For founders, managers, compliance leads, and engineers.BeginnerGlobalHIPAA ComplianceGo deep on HIPAA: what the law actually requires, what counts as protected health information (PHI) and who's in scope, the administrative/physical/technical safeguards, the risk analysis OCR looks for, breach notification, and how to run it as a continuous program. The healthcare deep-dive spoke — take it after the Compliance Frameworks hub. Educational, not legal advice.IntermediateGlobalPCI DSS ComplianceGo deep on PCI DSS: what the card-brand standard actually requires, how to shrink your cardholder data environment (the biggest cost lever), the 12 requirements, how you validate (SAQ, ASV scans, ROC), running a gap assessment, and staying compliant continuously. The payments deep-dive spoke — take it after the Compliance Frameworks hub. Educational, not legal/QSA advice.IntermediateGlobal
AI for Industry & Engineering
Engineering, energy and manufacturing
AI for Engineers (India)Use AI for predictive maintenance, sensor data analysis, quality control, and simulation optimization. Built for mechanical, civil, electrical, and manufacturing engineering students and professionals.BeginnerIndiaAI for Engineers (Global)Use AI for predictive maintenance, sensor data analysis, quality control, and simulation optimization. Built for mechanical, civil, electrical, and manufacturing engineering students and professionals in the US, UK, EU, and Australia.BeginnerGlobalAI for Aerospace & Drones (India)Deep specialization in AI for flight path optimization, satellite remote sensing, aircraft predictive maintenance, aerodynamic simulation, autonomous navigation & swarms, and space mission planning. Built for aerospace engineers and drone professionals.BeginnerIndiaAI for Aerospace & Drones (Global)Deep specialization in AI for flight path optimization, satellite remote sensing, aircraft predictive maintenance, aerodynamic simulation, autonomous navigation & swarms, and space mission planning. Built for aerospace engineers and drone professionals in the US, UK, EU, and Australia.BeginnerGlobal
AI for Business & Professions
Business functions, leaders and professions
Running AI as a P&L: The Value Realization FrameworkThe flagship leadership course: turn AI ambition into measured, risk-adjusted value. Learn the Value Realization Framework (VRF) the way operators use it — score AI maturity, run AI as a P&L that nets the downside (the drag most business cases ignore), and make defensible fund/kill/sequence/de-risk calls. Taught through three running cases — a sales copilot, an AI marketing engine, and an AI finance tool — where the project that looks best on paper turns out worst once you price its drag. For leaders, function heads, PMs, and transformation & AI leads. You leave with a shareable AI Value Brief you can run on your own portfolio.IntermediateGlobalAI for Educators (India)Use AI to plan lessons, generate assessments, create personalized learning paths, and analyze student performance. Built for teachers, tutors, and coaching center instructors.BeginnerIndiaAI for Educators (Global)Use AI to plan lessons, generate assessments, create personalized learning paths, and analyze student performance. Built for teachers in the US, UK, EU, and Australia.BeginnerGlobalAI for Healthcare (India)Understand AI applications in clinical decision support, medical documentation, drug interaction analysis, and population health analytics. Built for healthcare students and professionals.BeginnerIndia
AI for the Trades
Electricians, plumbers and other trades. On your phone, and free
AI on the JobFor electricians, plumbers and other trades. Use a chat AI on your phone to write quotes from your notes, answer customers, think through a fault, find the right page in a manual, and get your evenings back from the paperwork. You learn to check everything it says against your price list, your diary and the manual, and why safety calls always stay with you. Six short lessons, no computer needed. All examples are made up. Teaches using AI, not electrical, gas or plumbing work. Free.BeginnerFreeGlobalAI for ElectriciansFor electricians. Use a chat AI on your phone to quote electrical jobs from your survey notes, read labels and old paperwork from a photo, do the sums with the working shown, and write up job records and customer handover notes. You learn to check every figure, why cable sizes and protection come from your own country's rule book, and why test results and sign-off are always yours. Four short lessons, no computer needed. All examples are made up. Teaches using AI, not electrical work. Free.BeginnerFreeGlobalAI for PlumbersFor plumbers and heating engineers. Use a chat AI on your phone to quote plumbing jobs from your visit notes, check boiler and heater error codes against the maker's manual, think through leaks and damp from a photo, and write plain aftercare notes for customers. You learn to check everything it says, why testing comes before deciding, and why gas work is only for people qualified to do it. Four short lessons, no computer needed. All examples are made up. Teaches using AI, not plumbing or gas work. Free.BeginnerFreeGlobal