OffNet Academy
Curated learning · 2026

Learn the stack that builds the future.

The internet's best teachers, one curated page —

▶the YouTube creators worth your subscription 🎓the courses worth your money
8 topics 49 creators 51 courses updated 2026-11-02 hand-picked per topic · refreshed as the field moves

AI & Machine Learning

Foundations first — how models learn, the math that matters, and the classic toolchain (scikit-learn, TensorFlow, PyTorch).

5 creators · 6 courses

Top creators

40:44 ▶ YouTube 8.73M subs 3Blue1Brown ▶ There's never been a better time to go into math (2 weeks ago) · Grant Sanderson — The best visual intuition for the math behind ML — watch before any course. ▶ Start with: Neural networks series▶ There's never been a better time to go into math (2 weeks ago) · Grant Sanderson — The best visual intuition for the math behind ML — watch before any course. ▶ Start with: Neural networks series 24:18 ▶ YouTube 1.71M subs StatQuest ▶ The GELU, SiLU and SwiGLU activation functions, clearly explained!!! (1 month ago) · Josh Starmer — Every core ML and statistics concept, clearly explained one idea at a time. ▶ Start with: Machine Learning playlist▶ The GELU, SiLU and SwiGLU activation functions, clearly explained!!! (1 month ago) · Josh Starmer — Every core ML and statistics concept, clearly explained one idea at a time. ▶ Start with: Machine Learning playlist 7:22 ▶ YouTube 1.84M subs Two Minute Papers ▶ OpenAI’s New Quadrillion Year Shortcut (2 days ago) · Károly Zsolnai-Fehér — Stay current — new research results digested into a few joyful minutes. ▶ Start with: AI paper digests▶ OpenAI’s New Quadrillion Year Shortcut (2 days ago) · Károly Zsolnai-Fehér — Stay current — new research results digested into a few joyful minutes. ▶ Start with: AI paper digests 0:39 ▶ YouTube 740K subs DeepLearning.AI ▶ Join Andrew Ng at AI Dev NYC for two days of technical sessions and workshops. (4 days ago) · Andrew Ng's team — Lectures, course companions and panels from the people writing the curriculum. ▶ Start with: Andrew Ng lectures & events▶ Join Andrew Ng at AI Dev NYC for two days of technical sessions and workshops. (4 days ago) · Andrew Ng's team — Lectures, course companions and panels from the people writing the curriculum. ▶ Start with: Andrew Ng lectures & events 27:25 ▶ YouTube 1.44M subs sentdex ▶ Datacenter at Home - GB300 GPU - w/ Asus DGX Station (ET900N G3) (2 weeks ago) · Harrison Kinsley, Python coding expert — Practical, code-heavy tutorials on ML implementation ▶ Start with: Neural Networks from Scratch▶ Datacenter at Home - GB300 GPU - w/ Asus DGX Station (ET900N G3) (2 weeks ago) · Harrison Kinsley, Python coding expert — Practical, code-heavy tutorials on ML implementation ▶ Start with: Neural Networks from Scratch

Courses & deep dives

★ 4.9 (39.4k) Coursera Machine Learning Specialization Beginner · Coursera · DeepLearning.AI & Stanford — Andrew Ng's canonical 3-course intro — regression to neural nets, audit-free option.Beginner · Coursera · DeepLearning.AI & Stanford — Andrew Ng's canonical 3-course intro — regression to neural nets, audit-free option. ★ 4.8 (147.3k) Coursera Deep Learning Specialization Intermediate · Coursera · DeepLearning.AI — The follow-on — CNNs, sequence models, and how to actually tune deep nets.Intermediate · Coursera · DeepLearning.AI — The follow-on — CNNs, sequence models, and how to actually tune deep nets. ★ 4.5 (160.8k) Udemy Python for Data Science and ML Bootcamp Beginner · Udemy · Jose Portilla — One purchase covering NumPy/pandas through scikit-learn — a practical on-ramp.Beginner · Udemy · Jose Portilla — One purchase covering NumPy/pandas through scikit-learn — a practical on-ramp. fast.ai Free Practical Deep Learning for Coders Intermediate · fast.ai · Jeremy Howard — Top-down and code-first — train state-of-the-art models in lesson one.Intermediate · fast.ai · Jeremy Howard — Top-down and code-first — train state-of-the-art models in lesson one. Stanford Online Free CS229: Machine Learning Intermediate · Stanford Online — Rigorous academic course covering ML foundations deeplyIntermediate · Stanford Online — Rigorous academic course covering ML foundations deeply Udacity Introduction to Machine Learning with PyTorch Intermediate · Udacity — Hands-on practical implementation using PyTorch frameworkIntermediate · Udacity — Hands-on practical implementation using PyTorch framework

LLMs & GenAI

Transformers from scratch, prompt-to-production engineering, RAG and fine-tuning — the stack behind everything currently labeled "AI".

5 creators · 10 courses

Top creators

2:11:12 ▶ YouTube 1.75M subs Andrej Karpathy ▶ How I use LLMs (1 year ago) · ex-OpenAI, ex-Tesla AI — Builds GPT from an empty Python file, live — nothing else teaches LLMs this deeply. ▶ Start with: Neural Networks — Zero to Hero▶ How I use LLMs (1 year ago) · ex-OpenAI, ex-Tesla AI — Builds GPT from an empty Python file, live — nothing else teaches LLMs this deeply. ▶ Start with: Neural Networks — Zero to Hero 19:34:45 ▶ YouTube 92.4K subs Umar Jamil ▶ Building a distributed training framework from first principles (2 months ago) · paper-to-code deep dives — Line-by-line implementations of attention, LLaMA, LoRA, quantization. ▶ Start with: Attention is All You Need — coded from scratch▶ Building a distributed training framework from first principles (2 months ago) · paper-to-code deep dives — Line-by-line implementations of attention, LLaMA, LoRA, quantization. ▶ Start with: Attention is All You Need — coded from scratch 13:46 ▶ YouTube 333K subs Yannic Kilcher ▶ I BUILT A FULLY AUTOMATIC MANSPLAINER (7 months ago) · paper reviews & ML news — Critical, technical readings of the papers everyone is tweeting about. ▶ Start with: Paper explained series▶ I BUILT A FULLY AUTOMATIC MANSPLAINER (7 months ago) · paper reviews & ML news — Critical, technical readings of the papers everyone is tweeting about. ▶ Start with: Paper explained series 13:58 ▶ YouTube 137K subs Sam Witteveen ▶ ZGX Fury First Look: 748GB, GB300, Local AI (2 days ago) · applied LLM tutorials — Fast, practical walkthroughs of new models and APIs the week they land. ▶ Start with: LLM app-building tutorials▶ ZGX Fury First Look: 748GB, GB300, Local AI (2 days ago) · applied LLM tutorials — Fast, practical walkthroughs of new models and APIs the week they land. ▶ Start with: LLM app-building tutorials 1:57:52 ▶ YouTube 12.1K subs AI Engineering Academy ▶ How AI and U.S. politics are colliding & what that means for education (with Jim Secreto) (97 views · 3 days ago) · Practical LLM application development tutorials — Focuses on production-ready RAG and agent systems ▶ Start with: LLM App Development Series▶ How AI and U.S. politics are colliding & what that means for education (with Jim Secreto) (97 views · 3 days ago) · Practical LLM application development tutorials — Focuses on production-ready RAG and agent systems ▶ Start with: LLM App Development Series

Courses & deep dives

★ 4.7 (41.9k) Udemy AI Engineer Core Track: LLM Engineering Intermediate · Udemy · Ed Donner — RAG, QLoRA fine-tuning and agents across 8 real projects — the practical bestseller.Intermediate · Udemy · Ed Donner — RAG, QLoRA fine-tuning and agents across 8 real projects — the practical bestseller. ★ 4.8 (3.7k) Coursera Generative AI with Large Language Models Intermediate · Coursera · DeepLearning.AI & AWS — The LLM lifecycle end-to-end — scaling laws, instruction tuning, RLHF, deployment.Intermediate · Coursera · DeepLearning.AI & AWS — The LLM lifecycle end-to-end — scaling laws, instruction tuning, RLHF, deployment. Andrej Karpathy Free Neural Networks — Zero to Hero Advanced · Andrej Karpathy — Backprop → makemore → GPT → tokenizers. The deepest free LLM curriculum there is.Advanced · Andrej Karpathy — Backprop → makemore → GPT → tokenizers. The deepest free LLM curriculum there is. Hugging Face Free Hugging Face LLM Course Intermediate · Hugging Face — Transformers, datasets and fine-tuning with the library the whole field uses.Intermediate · Hugging Face — Transformers, datasets and fine-tuning with the library the whole field uses. DeepLearning.AI Free Generative AI with LLMs Intermediate · DeepLearning.AI — Andrew Ng covers LLM training, prompting, and fine-tuning.Intermediate · DeepLearning.AI — Andrew Ng covers LLM training, prompting, and fine-tuning. Full Stack Deep Learning Free LLM Bootcamp Advanced · Full Stack Deep Learning — End-to-end production deployment and optimization strategiesAdvanced · Full Stack Deep Learning — End-to-end production deployment and optimization strategies DeepLearning.AI Free Prompt Engineering for Developers Beginner · DeepLearning.AI — Official guide from Andrew Ng on effective prompting.Beginner · DeepLearning.AI — Official guide from Andrew Ng on effective prompting. DeepLearning.AI Free Building Systems with the ChatGPT API Intermediate · DeepLearning.AI — Practical API integration and prompt engineeringIntermediate · DeepLearning.AI — Practical API integration and prompt engineering Manning Publications Build a Large Language Model (From Scratch) Advanced · Manning Publications — Hands-on guide to implementing GPT-style LLMs in PyTorchAdvanced · Manning Publications — Hands-on guide to implementing GPT-style LLMs in PyTorch Stanford Online Free CS25: Transformers United V5 Advanced · Stanford Online — Deep dive into transformer architectures, theory, and recent research.Advanced · Stanford Online — Deep dive into transformer architectures, theory, and recent research.

Agentic AI

Tool use, planning loops, multi-agent orchestration and evals — turning chat models into systems that actually do work.

5 creators · 8 courses

Top creators

34:34 ▶ YouTube 209K subs LangChain ▶ Why Own Your Intelligence? Harrison Chase Keynote | Interrupt London (2 days ago) · LangGraph & LangSmith team — Agent orchestration patterns straight from the framework's authors. ▶ Start with: LangGraph tutorial series▶ Why Own Your Intelligence? Harrison Chase Keynote | Interrupt London (2 days ago) · LangGraph & LangSmith team — Agent orchestration patterns straight from the framework's authors. ▶ Start with: LangGraph tutorial series 20:40 ▶ YouTube 955K subs AI Engineer ▶ A Valid Key Let an AI Agent Delete Production - Sagar Batchu, Speakeasy (89 views · 1 hour ago) · conference talks — How real teams ship agents in production — the field's best conference archive. ▶ Start with: AI Engineer Summit & World's Fair talks▶ A Valid Key Let an AI Agent Delete Production - Sagar Batchu, Speakeasy (89 views · 1 hour ago) · conference talks — How real teams ship agents in production — the field's best conference archive. ▶ Start with: AI Engineer Summit & World's Fair talks 1:16 ▶ YouTube 830K subs Anthropic ▶ Inside Anthropic's molecular biology lab (1 month ago) · makers of Claude — Agent design research, MCP, and prompting guidance from the lab itself. ▶ Start with: Building effective agents▶ Inside Anthropic's molecular biology lab (1 month ago) · makers of Claude — Agent design research, MCP, and prompting guidance from the lab itself. ▶ Start with: Building effective agents 32:57 ▶ YouTube 65.3K subs AI Coffee Break with Letitia ▶ Reducing Hallucinations: Merlin-Arthur Training and Evaluation EXPLAINED (1 month ago) · Letitia — Breaks down practical agent architectures and tool-use patterns. ▶ Start with: AI Agents Explained▶ Reducing Hallucinations: Merlin-Arthur Training and Evaluation EXPLAINED (1 month ago) · Letitia — Breaks down practical agent architectures and tool-use patterns. ▶ Start with: AI Agents Explained 34:33 ▶ YouTube 149K subs Hugging Face ▶ Science Behind the Open Cyber Frontier with Mistral Large 4 (3 days ago) · Open-source AI community, creators of Transformers and Agents. — Practical demos on Smolagents, tool use, and open-source agent frameworks. ▶ Start with: Smolagents tutorials and Agent library updates▶ Science Behind the Open Cyber Frontier with Mistral Large 4 (3 days ago) · Open-source AI community, creators of Transformers and Agents. — Practical demos on Smolagents, tool use, and open-source agent frameworks. ▶ Start with: Smolagents tutorials and Agent library updates

Courses & deep dives

Hugging Face Free Hugging Face AI Agents Course Intermediate · Hugging Face — Agents fundamentals to final project across smolagents, LlamaIndex and LangGraph.Intermediate · Hugging Face — Agents fundamentals to final project across smolagents, LlamaIndex and LangGraph. Anthropic Free Anthropic Academy All levels · Anthropic — Official Claude, MCP and agent-building courses — includes API certification paths.All levels · Anthropic — Official Claude, MCP and agent-building courses — includes API certification paths. LangChain Free LangChain Academy Intermediate · LangChain — Introduction to LangGraph and ambient agents, taught by the maintainers.Intermediate · LangChain — Introduction to LangGraph and ambient agents, taught by the maintainers. DeepLearning.AI Free Agent short courses All levels · DeepLearning.AI — 1-2 hour builds with crewAI, LangGraph, AutoGen and MCP — new ones monthly.All levels · DeepLearning.AI — 1-2 hour builds with crewAI, LangGraph, AutoGen and MCP — new ones monthly. DeepLearning.AI Free AI Agents in LangGraph Intermediate · DeepLearning.AI — Practical implementation of stateful, multi-step agents using LangGraph.Intermediate · DeepLearning.AI — Practical implementation of stateful, multi-step agents using LangGraph. LangChain LangChain AI Engineer Certification Advanced · LangChain — Official certification for building production-grade LangChain agents.Advanced · LangChain — Official certification for building production-grade LangChain agents. LangChain Free LangGraph: Building Multi-Agent Systems Advanced · LangChain — Official documentation and tutorials for orchestrating complex agent loops.Advanced · LangChain — Official documentation and tutorials for orchestrating complex agent loops. DeepLearning.AI Free Agentic AI: From Theory to Practice Intermediate · DeepLearning.AI — Covers reflection, tool use, and multi-agent workflows with LangGraph.Intermediate · DeepLearning.AI — Covers reflection, tool use, and multi-agent workflows with LangGraph.

Computer Vision

From camera optics and classic geometry to CNNs, YOLO and segmentation pipelines that run in production.

6 creators · 5 courses

Top creators

1:08 ▶ YouTube 98.4K subs First Principles of Computer Vision ▶ Course 5 | Overview (5 years ago) · Prof. Shree Nayar, Columbia — A full university CV curriculum — sensing, geometry, recognition — free on YouTube. ▶ Start with: 5-course lecture series (fpcv.cs.columbia.edu)▶ Course 5 | Overview (5 years ago) · Prof. Shree Nayar, Columbia — A full university CV curriculum — sensing, geometry, recognition — free on YouTube. ▶ Start with: 5-course lecture series (fpcv.cs.columbia.edu) 3:49 ▶ YouTube 66.4K subs LearnOpenCV ▶ Why Fewer CPU Threads Made YOLO 2x Faster (ONNX Runtime) (209 views · 2 days ago) · Satya Mallick — OpenCV and PyTorch vision tutorials from the founder of the OpenCV courses. ▶ Start with: OpenCV tutorial series▶ Why Fewer CPU Threads Made YOLO 2x Faster (ONNX Runtime) (209 views · 2 days ago) · Satya Mallick — OpenCV and PyTorch vision tutorials from the founder of the OpenCV courses. ▶ Start with: OpenCV tutorial series 24:52 ▶ YouTube 73.2K subs Roboflow ▶ Introducing Roboflow Agent: Go from Idea to Working Vision App (10 days ago) · applied CV team — Practical object detection and segmentation — dataset to deployed model. ▶ Start with: YOLO how-to guides▶ Introducing Roboflow Agent: Go from Idea to Working Vision App (10 days ago) · applied CV team — Practical object detection and segmentation — dataset to deployed model. ▶ Start with: YOLO how-to guides 10:59 ▶ YouTube 329K subs Nicholas Renotte ▶ I Spent 6 Weeks using Reinforcement Learning to Beat This GoDot Game (1 year ago) · build-along projects — End-to-end CV apps built on camera in real time, mistakes included. ▶ Start with: Full-length CV project builds▶ I Spent 6 Weeks using Reinforcement Learning to Beat This GoDot Game (1 year ago) · build-along projects — End-to-end CV apps built on camera in real time, mistakes included. ▶ Start with: Full-length CV project builds 3:35 ▶ YouTube 68K subs Deep Learning with PyTorch ▶ Testimonials from the PyTorch Associate Training Workshop at PyTorch Conference North America 2026 (532 views · 5 days ago) · Official PyTorch Foundation channel — Authoritative tutorials on modern CV models and deployment. ▶ Start with: Computer Vision tutorials▶ Testimonials from the PyTorch Associate Training Workshop at PyTorch Conference North America 2026 (532 views · 5 days ago) · Official PyTorch Foundation channel — Authoritative tutorials on modern CV models and deployment. ▶ Start with: Computer Vision tutorials 1:09:36 ▶ YouTube 1.32M subs Stanford CS231n ▶ Stanford Robotics Seminar ENGR319 | Autumn 2026 | Skydio: Autonomy for a Family of Flying Robots (2 days ago) · Stanford University — Gold-standard deep learning lectures for visual recognition. ▶ Start with: Convolutional Neural Networks for Visual Recognition▶ Stanford Robotics Seminar ENGR319 | Autumn 2026 | Skydio: Autonomy for a Family of Flying Robots (2 days ago) · Stanford University — Gold-standard deep learning lectures for visual recognition. ▶ Start with: Convolutional Neural Networks for Visual Recognition

Courses & deep dives

Robotics

Kinematics, ROS 2, actuators and real builds — where software finally has to obey physics.

7 creators · 3 courses

Top creators

14:11 ▶ YouTube 79.2K subs Articulated Robotics ▶ How to add Battery Monitoring to any robot (7 months ago) · Josh Newans — The best modern ROS 2 path — design, simulate, then build a real mobile robot. ▶ Start with: Building a mobile robot series▶ How to add Battery Monitoring to any robot (7 months ago) · Josh Newans — The best modern ROS 2 path — design, simulate, then build a real mobile robot. ▶ Start with: Building a mobile robot series 23:06 ▶ YouTube 1.4M subs James Bruton ▶ Building Machine Learning Controlled Competitive Robots (3 days ago) · ex-toy-industry designer — Full-size walking robots, omniwheels and actuators — engineering you can copy. ▶ Start with: Open-source robot builds▶ Building Machine Learning Controlled Competitive Robots (3 days ago) · ex-toy-industry designer — Full-size walking robots, omniwheels and actuators — engineering you can copy. ▶ Start with: Open-source robot builds 5:14 ▶ YouTube 117K subs Skyentific ▶ I will build Your Project for You (1 month ago) · robot arms & actuators — The hard mechanical parts — cycloidal drives, BLDC actuators, arm kinematics. ▶ Start with: Actuator & robot-arm deep dives▶ I will build Your Project for You (1 month ago) · robot arms & actuators — The hard mechanical parts — cycloidal drives, BLDC actuators, arm kinematics. ▶ Start with: Actuator & robot-arm deep dives 38:45 ▶ YouTube 69.8K subs The Construct ▶ Teaching the Teacher: How to Teach LiDAR Data (854 views · 3 days ago) · ROS training company — ROS 2 tutorials and live classes every week, browser-simulated. ▶ Start with: ROS 2 tutorials▶ Teaching the Teacher: How to Teach LiDAR Data (854 views · 3 days ago) · ROS training company — ROS 2 tutorials and live classes every week, browser-simulated. ▶ Start with: ROS 2 tutorials 40:09 ▶ YouTube 5.12M subs Real Engineering ▶ The Rise and Fall of the Concorde (2 days ago) · Scott Manley and team — Deep dives into robotic mechanisms and physics constraints ▶ Start with: How Robots See▶ The Rise and Fall of the Concorde (2 days ago) · Scott Manley and team — Deep dives into robotic mechanisms and physics constraints ▶ Start with: How Robots See 18:37 ▶ YouTube 3.62M subs Steve Mould ▶ These Tiny Beads Sort Themselves (1 day ago) · Science communicator and physicist — Explains mechanical principles and robotics physics clearly ▶ Start with: Robotics physics experiments▶ These Tiny Beads Sort Themselves (1 day ago) · Science communicator and physicist — Explains mechanical principles and robotics physics clearly ▶ Start with: Robotics physics experiments 14:18 ▶ YouTube 7.84M subs Michael Reeves ▶ I Built a Dog Catapult (8 months ago) · Computer science student and maker — Fun, deep dives into computer vision and robot control algorithms ▶ Start with: Building a Self-Driving RC Car▶ I Built a Dog Catapult (8 months ago) · Computer science student and maker — Fun, deep dives into computer vision and robot control algorithms ▶ Start with: Building a Self-Driving RC Car

Courses & deep dives

Electronics & PCB Design

Ohm's law to four-layer boards — learn to read, design and actually manufacture your own circuit boards.

9 creators · 4 courses

Top creators

20:22 ▶ YouTube 1.4M subs Ben Eater ▶ Setting the time on my breadboard clock: Breadboard clock part 5 (2 weeks ago) · digital electronics teacher — Build an 8-bit computer on breadboards — the definitive bottom-up electronics course. ▶ Start with: 8-bit breadboard computer series▶ Setting the time on my breadboard clock: Breadboard clock part 5 (2 weeks ago) · digital electronics teacher — Build an 8-bit computer on breadboards — the definitive bottom-up electronics course. ▶ Start with: 8-bit breadboard computer series 29:59 ▶ YouTube 246K subs Phil's Lab ▶ How To Reduce PCB Cost (Fab + Assembly) - Phil's Lab #178 (3 weeks ago) · hardware design engineer — Professional PCB design start-to-finish in KiCad and Altium — schematics to assembly. ▶ Start with: Hardware design tutorials▶ How To Reduce PCB Cost (Fab + Assembly) - Phil's Lab #178 (3 weeks ago) · hardware design engineer — Professional PCB design start-to-finish in KiCad and Altium — schematics to assembly. ▶ Start with: Hardware design tutorials 14:04 ▶ YouTube 2.18M subs GreatScott! ▶ I tried finding Hidden Gems on AliExpress AGAIN! (Part 21) (7 days ago) · electronics projects — Component basics and weekend builds — the friendliest on-ramp to soldering. ▶ Start with: Electronics Basics series▶ I tried finding Hidden Gems on AliExpress AGAIN! (Part 21) (7 days ago) · electronics projects — Component basics and weekend builds — the friendliest on-ramp to soldering. ▶ Start with: Electronics Basics series 43:11 ▶ YouTube 1.01M subs EEVblog ▶ EEVblog 1783 - Can AI Reverse Engineer the 121GW Multimeter Firmware? (2 days ago) · Dave Jones — Test gear, teardowns and hard-won design opinions from a veteran EE. ▶ Start with: Fundamentals Friday▶ EEVblog 1783 - Can AI Reverse Engineer the 121GW Multimeter Firmware? (2 days ago) · Dave Jones — Test gear, teardowns and hard-won design opinions from a veteran EE. ▶ Start with: Fundamentals Friday 49:12 ▶ YouTube 262K subs Robert Feranec ▶ Tutorial: Getting Started with TI CC3551E (MCU + Wi-Fi + Bluetooth in One Chip) (12 days ago) · advanced PCB layout — Multi-layer layout, signal integrity and interviews with industry experts. ▶ Start with: PCB layout tips & reviews▶ Tutorial: Getting Started with TI CC3551E (MCU + Wi-Fi + Bluetooth in One Chip) (12 days ago) · advanced PCB layout — Multi-layer layout, signal integrity and interviews with industry experts. ▶ Start with: PCB layout tips & reviews 19:21 ▶ YouTube 8.92M subs ElectroBOOM ▶ MORE FACEBOOK FILTH!!! (4 days ago) · Mehdi Sadaghdar — Rigorous fundamentals disguised as a man repeatedly shocking himself. ▶ Start with: ElectroBOOM101▶ MORE FACEBOOK FILTH!!! (4 days ago) · Mehdi Sadaghdar — Rigorous fundamentals disguised as a man repeatedly shocking himself. ▶ Start with: ElectroBOOM101 13:54 ▶ YouTube 233K subs W2Aew ▶ #417: What is the Transition Frequency (fT) of a transistor - and how to test it. (2 weeks ago) · RF and microwave engineering expert. — Essential theory for high-speed and RF PCB design. ▶ Start with: RF Fundamentals▶ #417: What is the Transition Frequency (fT) of a transistor - and how to test it. (2 weeks ago) · RF and microwave engineering expert. — Essential theory for high-speed and RF PCB design. ▶ Start with: RF Fundamentals 18:13 ▶ YouTube 528K subs Andreas Spiess ▶ From Idea to Working ESP32 — AI Does Everything! (3 weeks ago) · Sensor and electronics expert — Practical hardware reviews and build guides ▶ Start with: Sensor tutorials▶ From Idea to Working ESP32 — AI Does Everything! (3 weeks ago) · Sensor and electronics expert — Practical hardware reviews and build guides ▶ Start with: Sensor tutorials 35:34 ▶ YouTube 680K subs Zack Freedman ▶ Turn 3D Printing Waste into FREE PROJECTS! (1 month ago) · Circuit engineer and hacker — Practical reverse engineering and repair techniques ▶ Start with: Circuit Break▶ Turn 3D Printing Waste into FREE PROJECTS! (1 month ago) · Circuit engineer and hacker — Practical reverse engineering and repair techniques ▶ Start with: Circuit Break

Courses & deep dives

Programming — Python & Beyond

Write real software: idiomatic Python, software design, and the languages worth adding next.

9 creators · 6 courses

Top creators

37:31 ▶ YouTube 1.56M subs Corey Schafer ▶ I Use AI Every Day: What I Like, What I Hate, and Where I Think We're Heading (3 months ago) · Python tutorials — The canonical Python catalog — OOP, decorators, generators, all evergreen. ▶ Start with: Python OOP series▶ I Use AI Every Day: What I Like, What I Hate, and Where I Think We're Heading (3 months ago) · Python tutorials — The canonical Python catalog — OOP, decorators, generators, all evergreen. ▶ Start with: Python OOP series 12:08 ▶ YouTube 345K subs ArjanCodes ▶ Here’s a Really Interesting Way to Use singledispatch (9 days ago) · software design in Python — Design patterns, architecture and refactoring — from scripts to software. ▶ Start with: Code roasts & design guides▶ Here’s a Really Interesting Way to Use singledispatch (9 days ago) · software design in Python — Design patterns, architecture and refactoring — from scripts to software. ▶ Start with: Code roasts & design guides 11:32 ▶ YouTube 249K subs mCoding ▶ Watch out for this (async) generator cleanup pitfall in Python (2 years ago) · James Murphy — Intermediate-to-advanced Python internals most tutorials never reach. ▶ Start with: Python dunder & internals videos▶ Watch out for this (async) generator cleanup pitfall in Python (2 years ago) · James Murphy — Intermediate-to-advanced Python internals most tutorials never reach. ▶ Start with: Python dunder & internals videos 2:37:21 ▶ YouTube 12M subs freeCodeCamp ▶ How Ethical Hackers Actually Break Into Systems (4 days ago) · nonprofit mega-courses — Full multi-hour university-style courses in every mainstream language, free. ▶ Start with: Full course library▶ How Ethical Hackers Actually Break Into Systems (4 days ago) · nonprofit mega-courses — Full multi-hour university-style courses in every mainstream language, free. ▶ Start with: Full course library 5:25 ▶ YouTube 4.32M subs Fireship ▶ Did the AI bubble just pop? (4 days ago) · Jeff Delaney — Any language or framework in 100 seconds — the fastest way to scan the landscape. ▶ Start with: 100 Seconds of Code▶ Did the AI bubble just pop? (4 days ago) · Jeff Delaney — Any language or framework in 100 seconds — the fastest way to scan the landscape. ▶ Start with: 100 Seconds of Code 1:02:53 ▶ YouTube 762K subs The Cherno ▶ Can AI Make a Game Engine? (4 weeks ago) · ex-EA engine developer — The C++ series — memory, pointers and performance taught properly. ▶ Start with: C++ series▶ Can AI Make a Game Engine? (4 weeks ago) · ex-EA engine developer — The C++ series — memory, pointers and performance taught properly. ▶ Start with: C++ series 45:35 ▶ YouTube 208K subs Real Python ▶ Demystifying Python Memory Management & Choosing a Project Layout | Real Python Podcast #317 (2 days ago) · Professional Python educators — Deep dives into advanced patterns and best practices ▶ Start with: Advanced Python Design Patterns▶ Demystifying Python Memory Management & Choosing a Project Layout | Real Python Podcast #317 (2 days ago) · Professional Python educators — Deep dives into advanced patterns and best practices ▶ Start with: Advanced Python Design Patterns 12:37 ▶ YouTube 2.11M subs Tech With Tim ▶ Jev Python Tutorial: AI Decisions in 10 Minutes (1 day ago) · Tim Ruscica, software developer — Practical projects, clear explanations for beginners to intermediate ▶ Start with: Python Tutorial for Beginners▶ Jev Python Tutorial: AI Decisions in 10 Minutes (1 day ago) · Tim Ruscica, software developer — Practical projects, clear explanations for beginners to intermediate ▶ Start with: Python Tutorial for Beginners 5:15 ▶ YouTube 1.44M subs ByteByteGo ▶ Top 5 AI Building Blocks Every Engineer Should Know (10 days ago) · Alex Xu, system design expert. — Excellent visual explanations of scalable system design. ▶ Start with: System Design Interview▶ Top 5 AI Building Blocks Every Engineer Should Know (10 days ago) · Alex Xu, system design expert. — Excellent visual explanations of scalable system design. ▶ Start with: System Design Interview

Courses & deep dives

★ 4.7 (436.4k) Udemy 100 Days of Code: Python Pro Bootcamp Beginner · Udemy · Dr. Angela Yu — One project a day for 100 days — the most popular Python course on Udemy.Beginner · Udemy · Dr. Angela Yu — One project a day for 100 days — the most popular Python course on Udemy. ★ 4.6 (566.6k) Udemy The Complete Python Bootcamp Beginner · Udemy · Jose Portilla — Zero to advanced Python with exercises and capstones — 1.5M+ students.Beginner · Udemy · Jose Portilla — Zero to advanced Python with exercises and capstones — 1.5M+ students. Harvard Free CS50's Introduction to Programming with Python Beginner · Harvard · David Malan — Harvard's Python course — problem sets graded automatically, free certificate path.Beginner · Harvard · David Malan — Harvard's Python course — problem sets graded automatically, free certificate path. exercism.org Free Exercism All levels · exercism.org — Practice 75+ languages with mentor feedback — the gym membership for programmers.All levels · exercism.org — Practice 75+ languages with mentor feedback — the gym membership for programmers. Educative Subscription Grokking the Object Oriented Design Interview Intermediate · Educative — Practical OOD skills for real-world and interviews.Intermediate · Educative — Practical OOD skills for real-world and interviews. Refactoring Guru Free Design Patterns Intermediate · Refactoring Guru — Clear explanations of classic software design patternsIntermediate · Refactoring Guru — Clear explanations of classic software design patterns

Cloud & MLOps

Ship it: AWS/Azure/GCP certifications, Kubernetes, and getting models into production and keeping them there.

3 creators · 9 courses

Top creators

Courses & deep dives

Pluralsight Subscription Pluralsight Cloud+ (formerly A Cloud Guru) All levels · Pluralsight — The A Cloud Guru catalog lives here now — AWS/Azure/GCP cert paths with cloud sandboxes.All levels · Pluralsight — The A Cloud Guru catalog lives here now — AWS/Azure/GCP cert paths with cloud sandboxes. ★ 4.7 (297.9k) Udemy AWS Certified Solutions Architect Associate Intermediate · Udemy · Stéphane Maarek — The default SAA prep — 1M+ students, kept current with the exam.Intermediate · Udemy · Stéphane Maarek — The default SAA prep — 1M+ students, kept current with the exam. ★ 4.8 (3.4k) Coursera Machine Learning in Production Intermediate · Coursera · DeepLearning.AI — Andrew Ng on the ML lifecycle after the notebook — drift, monitoring, deployment.Intermediate · Coursera · DeepLearning.AI — Andrew Ng on the ML lifecycle after the notebook — drift, monitoring, deployment. kodekloud.com Subscription KodeKloud All levels · kodekloud.com — DevOps and Kubernetes courses with real browser-based labs — CKA/CKAD favorites.All levels · kodekloud.com — DevOps and Kubernetes courses with real browser-based labs — CKA/CKAD favorites. KodeKloud / kelseyhightower Free Kubernetes the Hard Way Advanced · KodeKloud / kelseyhightower — Manual bootstrap to deeply understand K8s internalsAdvanced · KodeKloud / kelseyhightower — Manual bootstrap to deeply understand K8s internals Andrew Ng Subscription Machine Learning Engineering for Production (MLOps) Advanced · Andrew Ng — Specialization covering model deployment and monitoring at scaleAdvanced · Andrew Ng — Specialization covering model deployment and monitoring at scale Udacity Google Cloud Professional Machine Learning Engineer Advanced · Udacity — Comprehensive Nanodegree covering end-to-end ML system design on GCP.Advanced · Udacity — Comprehensive Nanodegree covering end-to-end ML system design on GCP. Linux Foundation Certified Kubernetes Administrator (CKA) Advanced · Linux Foundation — Gold standard for Kubernetes administration skillsAdvanced · Linux Foundation — Gold standard for Kubernetes administration skills Google Cloud Google Cloud Professional Cloud DevOps Engineer Advanced · Google Cloud — Focuses on CI/CD and monitoring.Advanced · Google Cloud — Focuses on CI/CD and monitoring.

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