Four to twelve weeks. Online, live sessions plus self-paced work. No entry requirements on any course in this list.
Showing 175 of 175 courses.
What a model is, why it is confident when it is wrong, and how to tell a useful tool from a demo. No maths prerequisite.
You build: An audit of one task in your own week, done with AI and without it, with your verdict.
You earn: Verified micro-credential: AI Literacy
Where AI systems inherit bias, what verification looks like in practice, and how to keep a human answerable for the output.
You build: A verification protocol your team can follow, tested against three real outputs.
You earn: Verified micro-credential: Responsible AI Use
Rebuild your working week around AI: drafting, summarising, reviewing, comparing options, and preparing decisions you can defend.
You build: One workflow in your job, rebuilt and timed, with before and after evidence.
You earn: Verified micro-credential: AI-Assisted Professional Practice
Correspondence, records, reporting and scheduling for administrators and office managers, with templates you keep.
You build: A working administrative pack: three templates and one automation, in use.
You earn: Verified micro-credential: AI for Administration
Prompt patterns, context design, structured output, and how to test whether a prompt is actually better than the last one.
You build: An evaluated prompt library for one professional task, with scores.
You earn: Verified micro-credential: Prompt Engineering
A guided tour of the tools that matter for text, image, voice, meetings and research, and how to choose between them.
You build: Your own toolkit document: what you use, for what, and what you refuse.
You earn: Verified micro-credential: AI Tooling
Cleaning, questioning and visualising real data with AI assistance, and stating what the numbers do not support.
You build: A dashboard and a one-page finding drawn from data you brought.
You earn: Verified micro-credential: Applied Data Analysis
Reading analysis critically, commissioning it well, and knowing when a chart is arguing rather than reporting.
You build: A commissioning brief and a critique of one report you already receive.
You earn: Verified micro-credential: Data-Informed Management
Ship a working internal tool: forms, data, logic, notifications, and the automations that remove a weekly chore.
You build: A deployed app in use by at least one real user, with a short handover note.
You earn: Verified micro-credential: Building with AI
Designing, constraining and monitoring agentic workflows, including the guardrails that keep them from acting on a bad assumption.
You build: One monitored agent workflow running against a real process, with a failure log.
You earn: Verified micro-credential: Agentic Automation
Planning, marking support, differentiation and academic honesty. Built on the assessment practice Forward uses on its own degrees.
You build: A redesigned assessment that survives AI, plus the rubric you will mark it against.
You earn: Verified micro-credential: AI in Teaching Practice
Mastery, defence and evidence. How to set work that a model cannot complete for a student without them learning something.
You build: Three assessment tasks piloted with your own learners and reported honestly.
You earn: Verified micro-credential: Assessment Design
Where AI belongs in an organisation, who signs off, what gets logged, and how risk is carried rather than hidden.
You build: An AI governance memo and adoption plan for your own organisation.
You earn: Verified micro-credential: AI Governance
Requirements, evaluation criteria, pilots, exit clauses and the questions vendors hope you will not ask.
You build: A procurement pack for one real requirement, ready to issue.
You earn: Verified micro-credential: AI Procurement
Dive into the many forms of generative AI and learn how we can best use these new technologies.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Build the basic language models in Python.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Prepare for the AIF-C01 AWS Certified AI Practitioner certification exam covering machine learning basics, AI services, data preparation and model deployment.
You build: A full mock exam attempt plus a gap plan for the topics you missed.
You earn: Verified micro, credential: Certification Readiness
Learn the basics of large language models (LLMs) and text-based Generative Artificial Intelligence (AI). We'll show you how LLMs work and how they're used.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore Claude Projects by utilizing persistent storage, system prompts, and chat memory to create artifacts, analyze data, and develop practical use cases.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Demystify AI-generated content challenges, hallucinations, inaccuracies, biases. Develop detection skills and bias correction methods. Explore ethical AI use for transparency.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
AI Engineers build complex systems using foundation models, LLMs, and AI agents. You will learn how to design, build, and deploy AI systems.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn Python programming with AI tools. This course takes you from fundamentals to best practices using Codex CLI for serious development.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Ready to learn how to use AI for data analysis in Python? We'll show you how to use AI like ChatGPT or Gemini as your own personal analytics assistant.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Design and build autonomous AI systems using leading agentic frameworks. Learn architectures, tool use, multi-agent collaboration, and governance.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Ready to dive into the world of Generative AI? Learn how ChatGPT works, how to use ChatGPT in your everyday life, and how to write effective ChatGPT prompts.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Develop AI governance skill using NIST RMF for policymakers, data scientists, and managers covering principles, practices, and risk management applications.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn about vibe coding, different tools for effective vibe coding, and how to vibe code your own application.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Machine Learning/AI Engineers build end-to-end ML applications and power many of the apps we use every day. They work in Python, Git, & ML.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn the basics of Python 3.13, one of the most powerful, versatile, and in-demand programming languages today.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Utilize Claude for data insights by managing CSV files, handling data, performing statistical analysis, using natural language queries, and creating visualizations.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Understand ethical challenges in generative AI. Learn about challenges, risks, data privacy, algorithmic bias, and decision-making frameworks for responsible use.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn IT Automation with Generative AI covering AI fundamentals, SRE practices, ethical considerations, server monitoring and automation system integration.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Learn about effective prompting techniques to craft high-quality prompts, maximizing your use of generative AI.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Dive into ethical hacking and generative AI. Learn to leverage AI for cybersecurity and understand the dynamics of security and innovation.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn to code faster with Cursor AI , the IDE that brings powerful AI features to your familiar VS Code setup.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn the coding, data science, and math you need to get started as a Machine Learning or AI engineer.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn how to interpret the decision-making process of deep neural networks.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Understand AI agents from the ground up in this beginner-friendly course covering autonomous systems and agentic workflows.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Discover AI agents in Excel, Power BI & Tableau. Learn use cases, limitations & view real demos to decide if Copilot or Tableau Agent fits your workflow.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn how to use PyTorch to build, train, and test artificial neural networks in this course.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Leverage AI to foster a culture of innovation with an experimental mindset. Learn strategies for continuous improvement and successful transformations.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn to build maintainable projects with AI using Claude Code in this course on agentic coding, specs, TDD, and context engineering.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn the building blocks of agentic workflows and autonomous agents in this course.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Use generative AI to create text at various levels of reading and language level. This can help streamline efforts for the creation of educational material.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Learn Django using generative AI tools. Dive into Django's MTV architecture, use AI tools for project setup, and create a robust web application.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Boost productivity with Copilot for Microsoft 365. Learn AI chat management, outlook email summarization, and extracting insights from OneNote and Excel.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn the basics of generative AI and best prompt engineering practices when using AI chatbots like ChatGPT to create new content.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Explore Anthropic's Claude Artifacts. Learn to create and publish documents, SVGs, HTML, and React components with prompt engineering for dynamic projects.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn how to use Model Context Protocol (MCP) servers to extend your LLM's capabilities with hands-on examples.
You build: A full mock exam attempt plus a gap plan for the topics you missed.
You earn: Verified micro, credential: Certification Readiness
Use generative AI to create an effective sales outreach email.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Learn to build maintainable projects with AI using Codex CLI in this course on agentic coding, specs, TDD, and context engineering.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Level up your machine learning skills by learning how to build perceptrons: the foundations of neural networks.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn to build autonomous AI agents that use tools, make decisions, and accomplish complex tasks using LangChain and agentic design patterns.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn to build machine learning models with Python.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn front-end development with AI tools. This course teaches you to build React applications using AI coding agents to speed up workflows.
You build: A teaching artefact piloted with your own learners and reported honestly.
You earn: Verified micro, credential: AI in Teaching Practice
Master Azure Bot Service: Create smart chatbots with generative AI and Copilot Studio. Deploy CLU models, explore Cognitive Services and scaling, and ensure data security.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Ready to learn how to use AI for coding? Learn how to use generative AI tools like ChatGPT to generate code and expedite your development.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Build rules-based and generative AI chatbots with Python.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Discover how generative AI enhances ethical hacking techniques and detects system vulnerabilities. Learn best practices for preventing system hacking and conducting AI-driven penetration tests.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn to transform documents into interactive AI conversations with NotebookLM, Google's research assistant for smarter work.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn AI audit skill for risk managers, auditors, and compliance professionals covering trustworthiness, fairness, accountability, and data model evaluation.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Build powerful AI applications using LangChain and LangGraph.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn to build AI chatbots and agents with Flowise's no-code platform, no programming required. Perfect for business professionals.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Learn how to use Cursor AI to build apps by just describing what you want. Create a task manager with search, filters, and deploy it live to Netlify.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Explore OpenAI's API and learn how to write more effective generative AI prompts that help improve your results.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Navigate generative AI's impact. Gain insights, develop mindset for implementation, explore strategies for business transformation through AI.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
As a senior leader, learn to navigate AI strategy, governance, ethics, and enterprise adoption, without focusing on coding or algorithms.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Utilize GPT-5 skill covering Fast and Thinking modes, Study Mode, Search functionality, router capabilities, uncertainty recognition, and subscription selection.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
NLP Data Scientists find meaning in language, analyze text and speech, and create chatbots. They use Python, SQL, & NLP to answer questions.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Evaluate LLM skill through metrics like BLEU, ROUGE, F1, HELM, navigating accuracy, latency, cost, scalability trade-offs, addressing bias and ethical concerns.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Build basic deep learning models in TensorFlow.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn AI voice generation with ElevenLabs through hands-on practice creating narrations, dubs, and natural-sounding voiceovers.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Leverage the OpenAI API within your Python code. Learn to import OpenAI modules, use chat completion methods, and craft effective prompts.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Apply Gemini Flash Image for generating campaign-ready visuals through prompts, brand-safe edits, character continuity, watermarking, and polished design skill.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn to conduct faster, more thorough research using Perplexity AI's search modes, citation system, and collaborative features.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Explore ethical hacking with AI for web application and database security. Learn to mitigate AI-assisted attacks, secure databases, and patch vulnerabilities effectively.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Explore ethical AI prompt engineering to mitigate biases, ensure fairness, enhance transparency, prevent risks, and apply the Red Team cycle for AI safety.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn agentic coding with GPT-5-Codex. Discover adaptive reasoning, endurance features and how AI assists modern development workflows with human oversight.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how AI speeds up FP&A work such as forecasting, scenario modelling and variance storytelling while keeping every output accurate, auditable and compliant.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn to build stateful AI agents with persistent memory using Letta's MemGPT architecture, designed for developers and ML engineers.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn how to use Python to build image classification models using CNNs and vision transformers in this PyTorch tutorial.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore cloud computing, IoT, and AI interplay. Learn about common cloud service and IoT vulnerabilities, conduct simulated hacks, and reinforce security using generative AI.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Master the art of LLM finetuning with LoRA, QLoRA, and Hugging Face. Learn how to prepare, train and optimize models for specific tasks efficiently.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Dive into AI with Generative Adversarial Networks (GANs). Learn to use PyTorch for model creation and training, and Deep Convolutional GANs for image optimization.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn the basics of responsible AI use and how to navigate some of the most common AI risks and drawbacks.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Learn machine learning operations best practices to deploy, monitor, and maintain production AI systems that are reliable, secure, and cost-effective.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore Azure OpenAI service. Learn about models, practical uses, text answering, pricing, limitations, and future prospects of Azure OpenAI.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn Streamlit to build and deploy interactive AI applications with Python in this hands-on course.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn Lovable AI to build web apps from plain language in this course. Create, edit and deploy applications with AI assistance.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Navigate DeepSeek-R1 to refine prompts, tackle complex tasks, and oversee projects. Explore reasoning models for goal-setting, writing, and technical design.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn about what transformers are (the T of GPT) and how to work with them using Hugging Face libraries.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn reinforcement learning fundamentals and build learning agents with Gymnasium in this hands-on Python course.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to give your large language model the powers of retrieval with RAG, and build a RAG app with Streamlit and ChromaDB.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn about the Hugging Face AI and machine learning platform, and how their tools can streamline ML and AI development.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn to build and deploy production-ready AI applications with Streamlit, integrate ML models, and monitor performance in real-world systems.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Humans communicate with language, but computers communicate with data. Discover how to translate between the two in this course.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn DeepSeek AI and reasoning models including DeepSeek V3, R1-Zero, distilled models, AI model performance, access methods, and deep learning.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Dive into generative AI on Google Cloud Platform. Learn AI development, GCP advantages and machine learning services, image generation, NLP, and more.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Use TensorFlow to build and tune deep learning models.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to use Lovable to build a subscription app from scratch. Create a real SaaS dashboard with payments, user accounts and deploy it.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Build cutting-edge generative AI models with Amazon SageMaker. Explore GANs, VAEs, optimization, transfer learning, deployment, and monitoring techniques.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore the 2025 OWASP Top 10 updates, including supply chain risks, security misconfigurations and practical controls to strengthen your application security.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Learn how to build and host Alexa Skills that respond to users' vocal commands.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn how AI tokens work, where costs add up, and how to reduce usage with smarter prompts, token awareness, and practical tracking.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn AI and machine learning fundamentals on Oracle Cloud Infrastructure. Prepare for the 1Z0-1122-25 exam with practical OCI AI concepts, perfect for beginners.
You build: A full mock exam attempt plus a gap plan for the topics you missed.
You earn: Verified micro, credential: Certification Readiness
This course breaks down how to use generative AI for marketing. You'll learn how to use ChatGPT and Midjourney for research, strategy, and content creation.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn how to use Python to build text generation models based on neural networks like RNNs and LSTMs in this PyTorch tutorial.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Leverage the OpenAI API within your JavaScript code. Learn to customize prompts and hyperparameters for optimal output.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn neural network architectures with PyTorch to build deep learning models for image, text, and sequential data tasks.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn to create professional AI-generated videos with Synthesia, no cameras or studios needed. Perfect for training and communications.
You build: One task from your own working week, rebuilt with AI and timed before and after.
You earn: Verified micro, credential: AI-Assisted Professional Practice
Learn to create natural, context-aware translations with DeepL, AI-powered translation that rivals human translators.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Dive into the dangerous world of AI phishing and learn how to protect yourself from attacks and misinformation.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Classify image data with deep learning.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn to build a Next.js portfolio site using Windsurf AI , a coding agent that writes code alongside you.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn to optimize conversational AI with our OpenAI API Playground course. Discover system prompts, message history management, and AI customization.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn to build production-ready neural networks with PyTorch, including finetuning transformers, in this hands-on path.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Build AI classification models with PyTorch using binary and multi-label techniques.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Excel in OpenAI APIs using Python. Discover API key authentication, access to completions APIs via endpoints, model configurations, and control of creativity and response length.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Build chatbots in Python using deep learning.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Teach computers how to make decisions and play games with the Minimax Algorithm.
You build: A teaching artefact piloted with your own learners and reported honestly.
You earn: Verified micro, credential: AI in Teaching Practice
Learn how to use explainable AI techniques, including permutation importance, PDP/ICE plots, SHAP, and LIME.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Learn how to use GitHub Copilot to streamline your workflow and development. This course provides an in-depth understanding of the AI-driven coding assistant.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn hands-on skills for building, deploying, and optimizing LLM solutions across Google Cloud Vertex AI, Azure AI, and multimodal workflows.
You build: A full mock exam attempt plus a gap plan for the topics you missed.
You earn: Verified micro, credential: Certification Readiness
Use sentiment analysis and natural language processing to analyze Taylor Swift's lyrics.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn to build production-ready apps faster using v0, Vercel's AI code generator, in this hands-on course for developers.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Use generative AI to help create a unit test for Python code. Generative AI can generate unit tests for all of the functions of a Python class.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Leverage AI with Copilot for Microsoft 365. Enhance document creation in Word, amplify presentations in PowerPoint, boost collaboration in Loop, and facilitates brainstorming in Whiteboard.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn to integrate large language models into applications using APIs, prompt engineering, and evaluation metrics for AI systems.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Explore ethical hacking techniques to fight malware and social engineering. Learn how generative AI enhances threat detection and prevention.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Explore fine-tuning AI models like GPT-3 and 4 with OpenAI APIs. Learn to utilize the Assistants API and understand the creation and comparison of text embeddings.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Discover how Generative AI like ChatGPT can be used to create Python unit tests. Understand the Security Test Pyramid and best practices for AI unit testing.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn to build and ship a weather app with AI using Bolt AI coding tools , no prior experience needed.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn how to build a Generative Pre-trained Transformer (GPT) from scratch using PyTorch.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Use ChatGPT and DALL-E 3 to create various forms of marketing assets from product descriptions to company logos.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Explore generative AI on Azure. Learn Azure OpenAI, Bot, and Machine Learning services. Master chatbot creation, personalized marketing, and model tuning.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Learn Generative AI on AWS, Azure & GCP through hands-on projects. Develop cloud-based AI skills and build intelligent solutions across major platforms.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Leverage Copilot on Windows 11 for increased efficiency and productivity. Learn to take screenshots, activate system settings, and generate creative text and images.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Dive into the world of generative image-based-artificial intelligence (or AI) and learn how to use Midjourney.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Unlock AWS AI/GenAI services for businesses. Explore AWS GenAI services, foundational models, and infrastructure for developing and deploying GenAI solutions seamlessly.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Dive into unsupervised learning with autoencoders. Train models to reconstruct high-dimensional images and denoise corrupted images using PyTorch in colab.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore Generative AI Studio on GCP. Learn language model training, tuning, performance evaluation, deployment, and speech-to-text conversion.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Master Django views and models using generative AI. Incorporate dynamic content, Bootstrap theming, and SQLite database integration for robust web apps.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Explore OpenAI's DALL-E and Whisper models. Generate stunning images with text prompts, transcribe and translate multilingual audio with high accuracy.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Use generative AI to create a custom resume, tailor-made to a specific job application that includes relevant keywords for improved discoverability.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Learn how to generate and translate text using deep learning.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Unlock Amazon Bedrock's potential for GenAI. Learn core concepts, model design, project evaluation, and innovative GenAI business application development.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Leverage generative AI and reconnaissance for advanced cybersecurity defense. Learn how ethical hackers utilize these techniques.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Explore the convergence of ethical hacking and AI. Learn how generative AI strengthens network scanning and enumeration in cybersecurity.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Explore GPT models in the OpenAI Playground. Experiment with parameters to fine-tune responses and learn how to utilize multiple APIs, including chat completions and assistant APIs.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to use PyTorch in Python to build text classification models using neural networks and fine-tuning transformer models.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Start your journey into the world of generative AI and ChatGPT and see the role they will have in shaping our future.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Use generative AI to resolve Python code issues. Generative AI can help you fix bugs, test and simulate code, optimize and improve performance, and much more.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Build rules- and retrieval-based chatbots in Python.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Understand network and perimeter hacking, AI's impact on security, and AI-driven defenses. Explore real-world examples and fortify network defenses.
You build: A full mock exam attempt plus a gap plan for the topics you missed.
You earn: Verified micro, credential: Certification Readiness
Discover AWS services for generative AI deployment. Optimize data, train models, and ensure security with SageMaker. Build scalable, efficient GenAI applications.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Use generative AI for pair programming by teaming up with an AI system to generate Python code in the driver-navigator style of pair programming.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Leverage machine learning to make recommendations with recommender systems.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn GPT-5 Router skill including automatic mode selection, identifying task triggers for Instant, Thinking, Multimodal modes, and fine-tuning Pro controls.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Master VAEs for image generation: Learn probabilistic encoders and decoders. Train models on multichannel color images using Python in Colab.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Develop real-world applications using Django with generative AI tools. Learn database interaction, data modification, and UI creation with HTML templates.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Create a generative AI app on GCP. Learn environment setup, model building with TensorFlow, training loop creation, dockerization of training script, and model deployment to API endpoint.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn Azure OpenAI: architecture, OpenAI Studio, model customization and deployment, text and image generation, integration, privacy and compliance issues, and more.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn to balance innovation and risk in AI technology implementation. Foster a culture of resilience, continuous learning, and agility for effective AI leverage.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Explore AI's impact on businesses and the importance of empathy in leadership. Learn how emotional intelligence fosters a supportive work culture amid AI disruption.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Leverage Vertex AI on GCP for generative AI projects. Explore genAI models, AI Studio, Vertex API, model garden, custom model creation, and ethical AI development.
You build: A decision memo for your own organisation, with a named owner for each action.
You earn: Verified micro, credential: AI Leadership and Governance
Leverage generative AI tools to optimize code readability, maintainability, testability, and resource efficiency, fostering streamlined development.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Use generative AI to help in creating quick STEAM activities. Create items like lesson handouts, design specifications, material lists, and more.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Learn Vertex AI on GCP: end-to-end ML workflows, model deployment, training, data preparation, feature engineering, and evaluation for effective AI solutions.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Explore the fusion of traditional stealth hacking techniques with generative AI. Learn how AI detects and mitigates track-covering activities through real-world case studies.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Fortify mobile platform security using generative AI. Learn AI-driven attack methods, fix app vulnerabilities, and understand AI's role in mobile hacking.
You build: An evaluated prompt and tool set for this topic, with your own scoring notes.
You earn: Verified micro, credential: Prompt Engineering and Tooling
Learn to create intelligent chatbots using Amazon Lex and Polly. Dive into context-aware conversations, sentiment analysis, and integration with high-security standards.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Build deep learning models to classify data.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Unleash productivity with Amazon CodeWhisperer. Learn setup, automated code generation, software optimization, and security configuration best practices.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
Generate natural speech with Amazon Polly. Discover text processing, voice customization, SSML implementation, secure usage, and cost optimization techniques.
You build: A written verdict on one real system you use, tested against what the course taught you.
You earn: Verified micro, credential: AI Literacy
Learn how to use advanced techniques like entity resolution and dialog management to build more conversational Alexa skills.
You build: A working build in this stack, committed with a readme and a failure log.
You earn: Verified micro, credential: AI Engineering Practice
