Course Catalogue

Entry-level AI certification study guide covering Azure AI services, machine learning concepts, and responsible AI for the AI-901 exam.

Study path for the AI-103 Azure AI Apps and Agents Developer Associate certification — building AI agents, Copilot extensions, and AI-powered applications.

Explore Microsoft's AI Skills Navigator — a free platform offering AI training paths from fundamentals to advanced topics including Copilot, Azure AI, and OpenAI.

A curated collection of 50 official Microsoft video courses available for free, covering Azure, AI, security, DevOps, and more.

Comprehensive Coursera professional certificate aligned with DP-600 exam topics. Covers data ingestion, transformation, modeling, and visualization in Microsoft Fabric. Self-paced.

Official Microsoft Press cert prep for SC-300. Covers planning and implementing identities, authentication, access management, identity governance, and conditional access with Entra ID. ~7 hours.

Comprehensive Coursera specialization covering identity, governance, monitoring, data, compute, applications, migration, and business continuity for the AZ-305 exam. Multi-course series.

Official Microsoft Press cert prep covering all AZ-305 exam objectives: identity, governance, monitoring, data storage, infrastructure, and business continuity. ~9 hours. Advanced level.

Official Microsoft Press cert prep for AB-100. Covers aligning AI solutions with business goals, designing secure cross-platform systems, and architecting agentic AI business solutions.

Coursera course on designing intelligent agents using Microsoft Copilot Studio. Covers low-code platform mastery, from basic agents to advanced conversational AI patterns.

Executive-level Coursera professional certificate equipping senior leaders to design, launch, and scale enterprise AI transformation with Microsoft 365 Copilot, Azure AI, and Microsoft Foundry.

Executive-level course by Tomer Cohen on leading AI transformation, building AI strategy, and driving organizational change with generative AI. ~1h 17m. Highly rated (13.9K+ likes).

Comprehensive Coursera professional certificate preparing learners for Microsoft Exam AB-730. Covers business analyst, project lead, and operations manager AI workflows. Self-paced.

Official Microsoft advanced course for AB-100. For architects, senior consultants, and technical leaders responsible for planning, designing, and governing AI-powered enterprise solutions. Expert-level certification.

Official Microsoft course for AB-620. Develop and integrate advanced, scalable AI agents using Microsoft Copilot Studio, Power Platform, and enterprise technologies. Intermediate level for professional developers.

Official Microsoft course for AB-410. Validates ability to design, build, and implement AI-powered solutions using Microsoft Power Platform with Copilot, low-code tools, and integrated data experiences. Intermediate level.

Official Microsoft instructor-led course for AB-731. For business decision-makers who guide AI transformation and innovation with Microsoft 365 Copilot, Azure AI, and Microsoft Foundry. No coding skills required.

Official Microsoft instructor-led course for AB-730. Learn to confidently integrate generative AI and Microsoft 365 Copilot into daily business workflows. No coding required. Includes learning path: Enhance business workflows with AI (4hr 30min, 4 modules).

Hugging Face official YouTube channel. The platform where the AI community collaborates on models, datasets, research papers, and applications. Open science and open-source content.

Prof. Ryan Ahmed channel. 200K views. Complete beginner's guide to Hugging Face — transformers, models, datasets, and the HF Hub ecosystem explained from scratch.

Free Hugging Face course. Learn to build and deploy your own AI agents. Covers agent architectures, tool use, multi-agent systems, and deployment with the HF ecosystem.

Free Hugging Face course. Learn deep reinforcement learning from fundamentals to advanced algorithms using libraries from the HF ecosystem. Covers PPO, DQN, A2C, and more.

Free Hugging Face course. Learn about large language models and NLP using Transformers, Datasets, Tokenizers, and Accelerate from the Hugging Face ecosystem. Completely free, no ads.

NVIDIA DLI course. Build and optimize large language models with NVIDIA NeMo and TensorRT-LLM. Covers training, fine-tuning, and inference optimization.

NVIDIA DLI course. Deploy AI models at scale with NVIDIA Triton Inference Server. Learn model repositories, dynamic batching, and multi-model serving.

NVIDIA DLI instructor-led course. Build production agentic AI applications with LLMs. Covers multi-agent systems, tool use, and deployment patterns.

Free NVIDIA DLI course. Accelerate pandas, scikit-learn, and NetworkX workflows with RAPIDS (cuDF, cuML, cuGraph) — zero code changes required.

Free NVIDIA DLI course. No-code introduction to generative AI. Understand how generative models work, their applications, and business impact.

Free NVIDIA DLI course. Build Retrieval-Augmented Generation (RAG) agents using large language models. Learn vector databases, embeddings, and agent orchestration.

Free NVIDIA DLI course. Modern CUDA C++ for accelerated computing. Learn to write, compile, and run CUDA C++ programs for GPU acceleration.

Free NVIDIA DLI course. Learn CUDA Python fundamentals for accelerating computing workloads. Hands-on training with Numba, CUDA kernels, and GPU programming.

3Blue1Brown channel. 2M views. Visual explanation of attention mechanisms in transformers — the architecture powering GPT, ChatGPT, and modern language models.

3Blue1Brown channel. 5M views. Visual explanation of gradient descent, backpropagation, and how neural networks learn from data. Essential for understanding ML training.

3Blue1Brown channel. 18M views. Visual and intuitive mathematical walkthrough of deep learning foundations and multilayer perceptrons. The definitive intro to neural networks.

Anthropic channel. 200K subscribers. Research, safety, and AI alignment discussions from the makers of Claude. Building reliable, interpretable, and steerable AI systems.

OpenAI channel. 300K subscribers. Research talks, product demos, and discussions about GPT models, AGI, and the future of artificial intelligence.

Google DeepMind channel. 500K subscribers. Official research talks, AI breakthroughs, AlphaGo, Gemini, and the latest advances from one of the world's leading AI labs.

Philip Bishop channel. 200K subscribers. Deep technical analysis of frontier AI models, AGI timelines, and the path to artificial general intelligence.

Károly Zsolnai-Fehér channel. 1.5M subscribers. Bite-sized 2-minute episodes covering the latest AI research papers, deep learning breakthroughs, and computer graphics.

3Blue1Brown channel. 1.5M views. Visual and intuitive explanation of GPT models, vision transformers, and how ChatGPT works under the hood.

Andrej Karpathy channel. 500K views. Complete neural networks course building from backpropagation to modern transformer architectures, all from scratch.

Andrej Karpathy channel. 1.5M views. Comprehensive introduction to LLMs covering tokenization, training, fine-tuning, and the future of language models.

Andrej Karpathy channel. 800K views. Deep dive into the state of GPT models, training, capabilities, and limitations from one of the field's pioneers.

Andrej Karpathy channel. 2.5M views. Build GPT from scratch in Python, covering attention, transformers, and language model training with full code walkthrough.

Edureka channel. 1.5M views. Complete AWS course covering EC2, S3, RDS, Lambda, IAM, and core cloud services for ML infrastructure.

ByteByteGo channel. 800K views. System design concepts course covering scalability, load balancing, caching, databases, and distributed systems.

freeCodeCamp channel. 100K views. Complete MLOps course covering model deployment, monitoring, CI/CD for ML, and production best practices.

TechWorld with Nana channel. 800K views. Complete Docker course covering containers, images, compose, networking, and production deployment.

TechWorld with Nana channel. 1.2M views. Complete Kubernetes course covering pods, deployments, services, ingress, and production best practices.

freeCodeCamp channel. 2.1M views. Complete DSA course covering arrays, linked lists, trees, graphs, sorting, and dynamic programming.

Edureka channel. 150K views. Complete data engineering course covering ETL pipelines, data warehousing, and big data technologies.

freeCodeCamp channel. 1.2M views. Complete data analysis course with Python covering Pandas, NumPy, Matplotlib, and real-world datasets.

freeCodeCamp channel. 300K views. Comprehensive prompt engineering course covering techniques, patterns, and best practices for LLMs.

LangChain channel. 200K views. Build RAG systems from scratch using Python, covering embeddings, vector stores, and retrieval pipelines.

3Blue1Brown channel. 1.8M views. Visual and intuitive introduction to linear algebra essential for understanding ML algorithms.

freeCodeCamp channel. 4.8M views. Complete SQL tutorial covering queries, joins, aggregations, and database design fundamentals.

Bro Code channel. 2.4M views. Complete Python tutorial covering basics to advanced concepts with a hands-on project.

Expert-level study resources for the AZ-305 Azure Solutions Architect Expert certification — infrastructure design, migration, and governance.

Fundamentals-level study resources for the SC-900 certification covering security, compliance, and identity concepts on Microsoft's platform.

Free practice assessments for multiple Microsoft certifications — AZ-900, AZ-104, SC-300, and more — to test your readiness before the exam.

Structured Azure course blueprints — ready-to-use learning plans and curriculum guides for Azure certifications and skills.

Everything you need to know about becoming a Microsoft Certified Trainer — requirements, application process, and benefits of the MCT program.

Practical lab exams covering Active Directory Domain Services, Entra ID, hybrid identity, and access management scenarios.

Study resources for the SC-300 Identity and Access Administrator Associate certification — Entra ID, conditional access, and identity governance.

Hands-on AI lab exams covering Azure AI services, OpenAI integration, Copilot development, and responsible AI practices.

Practical security lab exams covering threat protection, identity security, and compliance scenarios on Microsoft's security platform.

Complete study materials for the AZ-400 DevOps Solutions Engineer Expert certification — CI/CD, infrastructure as code, and continuous delivery.

Deep dive into Azure networking — virtual networks, load balancing, DNS, hybrid connectivity, and network security groups.

Hands-on practical exams for the Microsoft Power Platform, covering app building, automation, and data analysis scenarios.

Practical hands-on lab exams covering GitHub Actions, CI/CD pipelines, and DevOps practices on Microsoft's platform.

Comprehensive Azure fundamentals learning resources with a 50% discount voucher for the AZ-900 certification exam.

Learn the fundamentals of the Microsoft Power Platform — Power BI, Power Apps, Power Automate, and Power Virtual Agents — for the PL-900 certification.

Study resources for the SC-100 Cybersecurity Architect Expert certification, covering Zero Trust, security operations, and cloud security architecture.

Complete learning path for the AZ-104 Azure Administrator Associate certification, covering virtual networking, identity, governance, and storage.

Solve complex vehicle routing and fleet optimization problems with NVIDIA cuOpt.

Build AI-powered robotics and autonomous systems with NVIDIA Isaac platform.

Detect cybersecurity threats with NVIDIA Morpheus — AI-powered security analytics at scale.

Build AI-powered smart city applications with NVIDIA Metropolis — traffic, safety, and operations.

Build real-time video analytics pipelines with NVIDIA DeepStream SDK for computer vision.

Build large-scale recommender systems with NVIDIA Merlin — from feature engineering to deployment.

Apply AI to healthcare — medical imaging, genomics, and drug discovery with NVIDIA Clara.

Optimize and deploy high-performance deep learning inference with NVIDIA TensorRT.

Build conversational AI, speech recognition, and NLP models with NVIDIA NeMo framework.

Get started with NVIDIA AI Enterprise — the cloud-native software suite for AI and analytics.

Deploy AI inference workloads with AMD Alveo accelerator cards for data center applications.

Overview of AMD's adaptive computing solutions for AI — FPGAs, AI Engines, and adaptive SoCs.

Profile and optimize AI workloads on AMD GPUs with ROCm profiling tools.

Scale AI training across multiple AMD GPUs with distributed computing on ROCm.

Accelerate deep learning training with mixed precision on AMD ROCm GPUs.

Comprehensive guide to AI training and inference on AMD Instinct MI300X — architecture and optimization.

Install and configure TensorFlow with AMD ROCm for ML model training on AMD accelerators.

Set up and use PyTorch with AMD ROCm for deep learning on AMD GPUs.

Learn to accelerate AI training and inference workloads with AMD Instinct MI300 accelerators.

Introduction to AMD ROCm — the open-source platform for GPU computing and AI on AMD Instinct accelerators.

Build intelligent document processing pipelines with Google Cloud Document AI.

Google Cloud's introduction to AI and ML — concepts, terminology, and Google Cloud AI services.

Google's PAIR guide for human-centered AI product design — UX, ethics, and user research.

Use Google Cloud Natural Language API for entity analysis, sentiment, and content classification.

Google's toolkit for building responsible AI — fairness, interpretability, privacy, and safety.

Master sequence models — RNNs, LSTMs, and attention mechanisms for NLP and time series.

Practical computer vision with TensorFlow — CNNs, image classification, and object detection.

Learn TFX — Google's end-to-end platform for deploying production ML pipelines.

Google's guide to building production ML pipelines and systems at scale.

Build custom TensorFlow models with custom layers, loss functions, and distributed training.

Get started with Google's Gemini API for text, image, video, and code generation.

Build generative AI applications with Vertex AI — Gemini, PaLM, and model garden.

Master Google Cloud Vertex AI for end-to-end ML — training, deployment, and MLOps.

Advanced TensorFlow specialization — custom models, distributed training, and model deployment.

Google's flagship ML course — practical introduction to machine learning with TensorFlow.

Production ML deployment with SageMaker endpoints — real-time, batch, and async inference.

Overview of AWS AI services — Lex, Polly, Transcribe, Translate, and more for building intelligent apps.

Explore Amazon's Titan family of foundation models for text, image, and embeddings on Bedrock.

Learn reinforcement learning by training autonomous racing models with AWS DeepRacer.

Build computer vision applications with Amazon Rekognition — image and video analysis.

Use Amazon Comprehend for natural language processing — entity recognition, sentiment analysis, and topic modeling.

Prepare for the AWS ML Specialty certification — SageMaker, model deployment, and ML operations.

Deploy Amazon Q Business to connect your enterprise data with generative AI capabilities.

Use Amazon Q Developer for AI-powered code generation, review, and debugging.

Master SageMaker Studio — the integrated ML development environment on AWS.

Comprehensive guide to building, training, and deploying ML models with Amazon SageMaker.

Executive overview of generative AI on AWS — strategy, use cases, and business value.

Customize foundation models on Amazon Bedrock through fine-tuning for domain-specific tasks.

Implement retrieval-augmented generation using Amazon Bedrock Knowledge Bases with enterprise data.

Build and scale generative AI applications with foundation models on Amazon Bedrock.

Anthropic's framework for responsible AI development and scaling — safety levels, commitments, and governance.

Learn to use Claude's vision capabilities for image analysis, document processing, and multimodal applications.

Deep dive into Anthropic's Constitutional AI approach — training helpful and harmless AI systems.

Anthropic's official guide to building autonomous AI agents with Claude — orchestration, tool use, and multi-step reasoning.

Anthropic's guide to building retrieval-augmented generation systems with Claude.

Learn how to enable Claude to use external tools and APIs through function calling.

Anthropic's official interactive Jupyter notebook covering prompt engineering techniques for Claude.

Official Anthropic guide to building with Claude's API — authentication, messages, streaming, and best practices.

Focused Coursera course for DP-600 exam prep. Covers key concepts: data ingestion, transformation, modeling, and visualization for designing and deploying scalable end-to-end analytics solutions in Microsoft Fabric.

7-course learning path for tech leaders on agentic AI architectures, frameworks, implementation strategies, and managing agentic AI systems. ~6 hours of content.

Deep dive into agentic AI system inner workings and essential design techniques for building effective agents. Covers design patterns, orchestration, and multi-agent coordination.

Visual, easy-to-understand course on agentic AI architecture essentials. Covers autonomous AI system design, agent frameworks, and architectural patterns for multi-agent systems.

Advanced Coursera course on creating custom agents in Copilot Studio, applying responsible AI principles, and deploying agents in real workplace scenarios. Covers agentic workflows and governance.

Comprehensive course on building AI agents in Microsoft Copilot Studio. Covers low-code agent creation, knowledge sources, generative AI responses, and publishing workflows.

Coursera specialization covering advanced data analysis with Excel and Power BI, dashboard design, and Power Platform solution development. 3-course series.

Foundational Coursera course covering the Power Platform ecosystem: Power Apps, Power Automate, Power BI, and Copilot Studio. First course in the PL-900 Fundamentals specialization.

Hands-on course covering Microsoft Copilot Studio's low-code platform for creating AI-powered agents. Covers topics, knowledge sources, generative AI features, and publishing.

Part of the Microsoft AI Transformation Leader Professional Certificate. Focuses on building AI strategy, transformation planning, and business case development for AI initiatives.

5-course learning path from Microsoft and LinkedIn covering core generative AI concepts, Copilot workflow automation, and practical AI applications for business professionals. ~4 hours.

Official Microsoft Press cert prep course covering all AB-730 exam objectives with practical exercises. Includes practice questions and exam strategies. ~6 hours of content.

Course preview for AB-100: Architecting Agentic AI Business Solutions — discover the features, benefits, and topics covered in the full certification course for the Agentic AI Business Solutions Architect exam.

Complete AB-100 course playlist — learn how to architect enterprise AI solutions using agents, copilots, and generative AI technologies across the Microsoft ecosystem. Covers strategy, cost-benefit analysis, security, and compliance.

Full AB-620 certification course covering everything needed to pass the Microsoft AI Agent Builder Associate exam — agent design, Copilot Studio, multi-agent solutions, MCP/A2A protocols, and enterprise integration.

Complete AB-410 course playlist covering AI-powered business solutions with Power Platform, designing AI-powered solutions, and building intelligent applications. Step-by-step episodes from DX Labs Global.

First-hand AB-410 exam experience walkthrough — covers what the exam actually tests, how AI shows up, what surprised the exam taker, study strategies, and exam logistics. Valuable insider perspective from a Microsoft MVP.

Official Microsoft Learn walkthrough of the AB-731: AI Transformation Leader exam with Andrew Conniff, Lead Technical Trainer at Microsoft. Focused exam prep with key topics and strategies.

Comprehensive AB-731 full course covering traditional vs generative AI, ML/deep learning, model types, Copilot and agent platforms, Copilot Studio and Foundry, prompting and grounding, Azure and Foundry services, AI security and governance, business value, AI readiness, responsible AI, and cost optimization. 33K views.

Comprehensive AB-730 full course — covers Copilot Fundamentals, AI Principles, Good Prompting, Copilot Capabilities, Researcher & Analyst, Work vs Web, Copilot Pages & Notebooks, and Temporary Chats. 29K views, 712 likes.

Complete DP-600 exam preparation playlist — master Microsoft Fabric with comprehensive video modules covering intro, scope, strategies, semantic models, data preparation, and analytics solutions.

Comprehensive DP-600 exam full course — 6+ hours covering all exam domains: maintaining data analytics solutions, preparing data, and implementing semantic models in Microsoft Fabric.

Official Microsoft Learn video course for SC-300 — 25 episodes with Microsoft Technical Trainer Waleed Mir. Covers implementing identities, authentication, access management, and identity governance.

John Savill's SC-300 study cram covering all key identity and access management topics for the exam. Highly rated by viewers who passed the exam on first attempt.

freeCodeCamp's full AZ-305 certification course — 9h55m comprehensive walkthrough of all exam topics to help you pass the Azure Solutions Architect Expert exam. 219K views.

John Savill's comprehensive AZ-305 study cram — 3h38m covering all exam domains: identity, governance, monitoring, business continuity, data storage, and infrastructure design. 628K views, widely praised by exam passers.

Comprehensive DP-600 prep course on Udemy. Explore how to design, prepare, and manage data and semantic models in Power BI and Fabric using SQL, KQL, and DAX.

DP-600 exam prep course on Udemy covering every area of the exam with 200+ questions, answers, and instruction. 3.5 hours. Rated 4.3/5 from 69 ratings.

Official Microsoft Exam Readiness Zone video series for DP-600. Experts provide tips, tricks, and strategies for preparing for the Fabric Analytics Engineer Associate certification exam.

Free official Microsoft practice assessment for DP-600. Assess your readiness with exam-style questions before taking the real exam ($165 USD).

Official Microsoft study guide for Exam DP-600: Implementing Analytics Solutions Using Microsoft Fabric. Lists all measured skills and links to relevant learning resources.

Official MS Learn instructor-led course for DP-600. Learn to implement analytics solutions using Microsoft Fabric — prepare and enrich data, secure and maintain analytics assets, and implement semantic models.

Bestselling SC-300 exam prep course on Udemy — 4 hours on-demand video. Learn Azure identity and access concepts and get certified. Rated 4.5/5 from 1,956 ratings.

Official Microsoft Exam Readiness Zone video series for SC-300. Experts provide tips, tricks, and strategies for preparing for the Identity and Access Administrator certification exam.

Free official Microsoft practice assessment for SC-300. Assess your readiness with exam-style questions before taking the real exam ($165 USD).

Official Microsoft study guide for Exam SC-300: Microsoft Identity and Access Administrator. Lists all measured skills and links to relevant learning resources.

Official MS Learn instructor-led course for SC-300. Explores how to design, implement, and operate an organization's identity and access management systems using Microsoft Entra.

Official MS Learn learning path for SC-300. Implement identity management solutions using Microsoft Entra ID, covering user lifecycle, hybrid identity, and access management.

Comprehensive AZ-305 practice test course featuring current exam-style questions with clear, well-reasoned explanations. Rated 4.7/5 from 54 reviews.

Comprehensive AZ-305 exam prep course on Udemy — 19.5 hours on-demand video, 2 practice tests, 15 articles, 37 downloadable resources. Covers all exam domains with hands-on demos. Rated 4.5/5.

Free official Microsoft practice assessment for AZ-305. Assess your readiness with exam-style questions and identify knowledge gaps before taking the real exam ($165 USD).

Official Microsoft study guide for Exam AZ-305: Designing Microsoft Azure Infrastructure Solutions. Lists all measured skills and links to relevant learning resources.

Official MS Learn learning path (6 modules, Beginner). Learn the Azure Well-Architected Framework pillars: reliability, security, cost optimization, operational excellence, and performance efficiency.

Official MS Learn learning path (4 modules, Advanced). Design infrastructure solutions including compute, network, and migration strategies for Azure.

Official MS Learn learning path (3 modules, Advanced). Design data storage solutions including relational, non-relational, and data integration patterns.