Independent study collection · 2026

Build your AI foundation.

Twenty focused resources to take you from machine learning fundamentals to transformers, autonomous AI, and agentic systems.

18 reports · 1 blueprint · 1 videoML · DL · AI systemsSelf-paced

The learning path

Start with the fundamentals, then move toward autonomous AI.

01

Foundations

Machine Learning Blueprint

Core machine learning concepts and workflows.

02

Foundations

Supervised Learning Fundamentals

Supervised learning methods and foundational ideas.

03

Foundations

Unsupervised Learning Strategy

Clustering, dimensionality reduction, and pattern discovery.

04

Deep learning

Deep Learning Blueprint

Neural networks and practical deep learning techniques.

05

Systems

Modern AI Systems Architecture

Designing and structuring modern AI systems.

06

Autonomy

Architecting Autonomous AI

Architectures and patterns for autonomous AI.

07

Agentic AI

Agentic AI Architecture

Agent-based AI systems and architecture.

08

Agentic AI

Agentic AI Playbook

Practical guidance for building agentic AI solutions.

09

Deep learning

The Transformer Blueprint

Transformer architecture, attention mechanisms, and modern language models.

10

Agentic AI

The Agentic AI Blueprint

A blueprint for designing and building capable agentic AI systems.

11

Generative AI

GenAI Innovation Pod Blueprint

A blueprint for organizing and scaling generative AI innovation.

12

Generative AI

The PAD GenAI Blueprint

A practical framework for developing generative AI solutions.

13

AI systems

The POR Scaling Blueprint

Strategies for scaling AI systems from prototypes to production.

14

Enterprise AI

Enterprise AI Blueprint

Guidance for designing and applying AI across the enterprise.

15

Generative AI

The RAG Blueprint

Retrieval-augmented generation patterns for grounded AI systems.

16

AI systems

AI Architecture Blueprint

Core principles and design patterns for modern AI architectures.

17

Cloud AI

Azure ML Blueprint

Azure machine learning concepts, workflows, and deployment patterns.

18

Foundations

Machine Learning Atlas

A broad guide to machine learning concepts, algorithms, and models.

19

AI strategy

AI Integration Strategy Blueprint

A visual guide to organizational transformation, governance, and AI integration.

20

Video

AI in Business Strategy

Watch the recommended video on applying AI to business strategy.

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