YouTube tutorials
Sentdex AI tutorials
Beginner to intermediate
Use this when you want Sentdex's material for python ml and related AI skills.
AI educator
Sentdex AI tutorials
Practical Python-first tutorials across ML, deep learning, and reinforcement learning.
Start with: Use a Python ML playlist before advanced model-building.
YouTube tutorials
Beginner to intermediate
Use this when you want Sentdex's material for python ml and related AI skills.
Python developers should start here when they need python ml, deep learning, reinforcement learning, and ai coding. The strongest fit is a learner who wants material in these formats: youtube tutorials, code.
Use a Python ML playlist before advanced model-building. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Practical Python-first tutorials across ML, deep learning, and reinforcement learning. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need python ml, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
Practical Deep Learning for Coders
fast.ai
|
Free course | Intermediate | You can code and want a practical route into training models. |
|
AI Skills for Real Engineers
Matt Pocock
|
Skills catalog | Intermediate | You want a reusable skill system for agentic coding, including /grill-me, /grill-with-docs, /to-prd, /to-issues, /tdd, /triage, /handoff, /prototype, and review workflows. |
|
AI Coding Dictionary
Matt Pocock
|
Dictionary | Beginner to intermediate | You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work. |
|
Learn Anything With My /teach Skill
Matt Pocock
|
Guide / Claude skill | Beginner to intermediate | You want Claude to act as a personalized teacher that creates a learning mission, finds resources, generates interactive lessons, quizzes you, and keeps progress records. |
|
5 Agent Skills I Use Every Day
Matt Pocock
|
Guide | Intermediate | You want a practical entry point into Matt's everyday agent skills and how they fit into real software work. |
|
A Complete Guide To AGENTS.md
Matt Pocock
|
Guide | Intermediate | You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries. |
|
How To Make Codebases AI Agents Love
Matt Pocock
|
Guide | Intermediate | You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably. |
|
Essential AI Coding Feedback Loops For TypeScript Projects
Matt Pocock
|
Guide | Intermediate | You want TypeScript checks, tests, linters, and review loops that help agents produce better code and catch regressions quickly. |
|
Real-world feature build with Claude Code: every step explained
Matt Pocock
|
Walkthrough | Intermediate | You want to see a real feature built with Claude Code from context gathering through implementation, verification, and iteration. |
|
My Skill Makes Claude Code GREAT At TDD
Matt Pocock
|
Guide / Claude skill | Intermediate | You want an agent workflow that implements behavior with a red, green, refactor loop instead of jumping straight to broad code changes. |
|
Building Coding Agents with Tool Execution
DeepLearning.AI
|
Short course | Intermediate | You want to understand how coding agents use tools, inspect code, run commands, and iterate on software tasks. |
|
Claude Code: A Highly Agentic Coding Assistant
DeepLearning.AI
|
Short course | Beginner to intermediate | You want a structured Claude Code course before using it on a serious codebase. |