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 46 creators 37 courses updated 2026-08-03 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).

6 creators · 7 courses

Top creators

33:51 ▶ YouTube 8.52M subs 3Blue1Brown ▶ But what is cross-entropy? | Compression is Intelligence Part 2 (531K views · 2 weeks ago) · Grant Sanderson — The best visual intuition for the math behind ML — watch before any course. ▶ Start with: Neural networks series▶ But what is cross-entropy? | Compression is Intelligence Part 2 (531K views · 2 weeks ago) · Grant Sanderson — The best visual intuition for the math behind ML — watch before any course. ▶ Start with: Neural networks series 26:38 ▶ YouTube 1.67M subs StatQuest ▶ The Simplex Algorithm, Mathematical Details!!! (9.3K views · 3 weeks ago) · Josh Starmer — Every core ML and statistics concept, clearly explained one idea at a time. ▶ Start with: Machine Learning playlist▶ The Simplex Algorithm, Mathematical Details!!! (9.3K views · 3 weeks ago) · Josh Starmer — Every core ML and statistics concept, clearly explained one idea at a time. ▶ Start with: Machine Learning playlist 4:31 ▶ YouTube 1.83M subs Two Minute Papers ▶ Why DeepSeek’s Smaller AI Is Insane (2.2K views) · Károly Zsolnai-Fehér — Stay current — new research results digested into a few joyful minutes. ▶ Start with: AI paper digests▶ Why DeepSeek’s Smaller AI Is Insane (2.2K views) · Károly Zsolnai-Fehér — Stay current — new research results digested into a few joyful minutes. ▶ Start with: AI paper digests 1:40 ▶ YouTube 694K subs DeepLearning.AI ▶ AI writes your code. Who reviews it? (2.5K views · 4 days ago) · Andrew Ng's team — Lectures, course companions and panels from the people writing the curriculum. ▶ Start with: Andrew Ng lectures & events▶ AI writes your code. Who reviews it? (2.5K views · 4 days ago) · Andrew Ng's team — Lectures, course companions and panels from the people writing the curriculum. ▶ Start with: Andrew Ng lectures & events 21:04 ▶ YouTube 1.44M subs Sentdex ▶ OpenAI hacked HuggingFace (32K views · 11 days ago) · Harrison Kinsley — Excellent hands-on coding examples for beginners ▶ Start with: Neural Networks from Scratch▶ OpenAI hacked HuggingFace (32K views · 11 days ago) · Harrison Kinsley — Excellent hands-on coding examples for beginners ▶ Start with: Neural Networks from Scratch 26:38 ▶ YouTube 1.67M subs StatQuest with Josh Starmer ▶ The Simplex Algorithm, Mathematical Details!!! (9.3K views · 3 weeks ago) · Josh Starmer explains complex stats simply — Best visual explanations for ML math foundations ▶ Start with: StatQuest▶ The Simplex Algorithm, Mathematical Details!!! (9.3K views · 3 weeks ago) · Josh Starmer explains complex stats simply — Best visual explanations for ML math foundations ▶ Start with: StatQuest

Courses & deep dives

★ 4.9 (38.7k) 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 (147.1k) 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. ★ 4.6 (160k) 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. AWS Skill Builder Free Introduction to Machine Learning with PyTorch Beginner · AWS Skill Builder — Official AWS course on PyTorch fundamentalsBeginner · AWS Skill Builder — Official AWS course on PyTorch fundamentals Stanford Online Free CS229: Machine Learning Advanced · Stanford Online — Andrew Ng's rigorous, math-heavy university courseAdvanced · Stanford Online — Andrew Ng's rigorous, math-heavy university course Udemy Machine Learning A-Z: Hands-On Python & R In Data Science All levels · Udemy — Practical implementation of classic algorithms.All levels · Udemy — Practical implementation of classic algorithms.

LLMs & GenAI

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

6 creators · 7 courses

Top creators

2:11:12 ▶ YouTube 1.62M subs Andrej Karpathy ▶ How I use LLMs (2.6M views · 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 (2.6M views · 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 56:15 ▶ YouTube 85.9K subs Umar Jamil ▶ Titans: Learning to Memorize at Test Time (17K views · 1 year 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▶ Titans: Learning to Memorize at Test Time (17K views · 1 year 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 328K subs Yannic Kilcher ▶ I BUILT A FULLY AUTOMATIC MANSPLAINER (10K views · 4 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 (10K views · 4 months ago) · paper reviews & ML news — Critical, technical readings of the papers everyone is tweeting about. ▶ Start with: Paper explained series 14:20 ▶ YouTube 126K subs Sam Witteveen ▶ ThinkingCap - The Local Coding Model (10K views · 3 days ago) · applied LLM tutorials — Fast, practical walkthroughs of new models and APIs the week they land. ▶ Start with: LLM app-building tutorials▶ ThinkingCap - The Local Coding Model (10K views · 3 days ago) · applied LLM tutorials — Fast, practical walkthroughs of new models and APIs the week they land. ▶ Start with: LLM app-building tutorials 8:37 ▶ YouTube 64.5K subs AI Coffee Break with Letitia ▶ Google's new VaultGemma model – Differential Privacy explained (5.5K views · 9 months ago) · Letitia Parcalabescu — Breaks down complex AI papers into digestible, clear explanations. ▶ Start with: Attention Mechanism Explained▶ Google's new VaultGemma model – Differential Privacy explained (5.5K views · 9 months ago) · Letitia Parcalabescu — Breaks down complex AI papers into digestible, clear explanations. ▶ Start with: Attention Mechanism Explained 0:29 ▶ YouTube 91.3K subs Sebastian Raschka ▶ Build A Reasoning Model (From Scratch), Page 198 (2.5K views · 2 weeks ago) · AI researcher and author — Deep mathematical intuition for transformers and LLMs ▶ Start with: LLM Engineering Deep Dives▶ Build A Reasoning Model (From Scratch), Page 198 (2.5K views · 2 weeks ago) · AI researcher and author — Deep mathematical intuition for transformers and LLMs ▶ Start with: LLM Engineering Deep Dives

Courses & deep dives

★ 4.6 (39.1k) 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 (3.6k) 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 Subscription Build and Deploy LLM Applications with Hugging Face Intermediate · DeepLearning.AI — Hands-on RAG and fine-tuning using Hugging Face tools.Intermediate · DeepLearning.AI — Hands-on RAG and fine-tuning using Hugging Face tools. DeepLearning.AI Free Generative AI with LLMs Intermediate · DeepLearning.AI — Concise deep dive into LLM architecture and prompting.Intermediate · DeepLearning.AI — Concise deep dive into LLM architecture and prompting. DeepLearning.AI Free Prompt Engineering for Developers Beginner · DeepLearning.AI — Foundational prompt design techniques from Andrew NgBeginner · DeepLearning.AI — Foundational prompt design techniques from Andrew Ng

Agentic AI

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

4 creators · 5 courses

Top creators

15:40 ▶ YouTube 197K subs LangChain ▶ Building Deep Agents and Deploying in Production (3.9K views · 2 days ago) · LangGraph & LangSmith team — Agent orchestration patterns straight from the framework's authors. ▶ Start with: LangGraph tutorial series▶ Building Deep Agents and Deploying in Production (3.9K views · 2 days ago) · LangGraph & LangSmith team — Agent orchestration patterns straight from the framework's authors. ▶ Start with: LangGraph tutorial series 18:38 ▶ YouTube 607K subs AI Engineer ▶ MCP Apps: Extending the Frontier — Ido Salomon & Liad Yosef (1.1K views · 10 hours 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▶ MCP Apps: Extending the Frontier — Ido Salomon & Liad Yosef (1.1K views · 10 hours 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 5:27 ▶ YouTube 755K subs Anthropic ▶ The different levels of how Claude thinks (392K views · 3 weeks ago) · makers of Claude — Agent design research, MCP, and prompting guidance from the lab itself. ▶ Start with: Building effective agents▶ The different levels of how Claude thinks (392K views · 3 weeks ago) · makers of Claude — Agent design research, MCP, and prompting guidance from the lab itself. ▶ Start with: Building effective agents 14:36 ▶ YouTube 439K subs AI Explained ▶ GPT-6 Goes Rogue? The HuggingFace Incident, Sans Hype (111K views · 11 days ago) · anonymous analyst 'Philip' — Measured, paper-level analysis of each week's frontier-model news ▶ Start with: Frontier model deep dives▶ GPT-6 Goes Rogue? The HuggingFace Incident, Sans Hype (111K views · 11 days ago) · anonymous analyst 'Philip' — Measured, paper-level analysis of each week's frontier-model news ▶ Start with: Frontier model deep dives

Courses & deep dives

Computer Vision

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

4 creators · 4 courses

Top creators

1:08 ▶ YouTube 95.8K subs First Principles of Computer Vision ▶ Course 5 | Overview (5.8K views · 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 (5.8K views · 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) 8:21 ▶ YouTube 65.7K subs LearnOpenCV ▶ RF-DETR Segmentation: Real-Time Detection & Instance Masks | Complete Guide (183 views · 2 days ago) · Satya Mallick — OpenCV and PyTorch vision tutorials from the founder of the OpenCV courses. ▶ Start with: OpenCV tutorial series▶ RF-DETR Segmentation: Real-Time Detection & Instance Masks | Complete Guide (183 views · 2 days ago) · Satya Mallick — OpenCV and PyTorch vision tutorials from the founder of the OpenCV courses. ▶ Start with: OpenCV tutorial series 13:23 ▶ YouTube 71.2K subs Roboflow ▶ Building an Offside Detection System With Vision AI (1.5K views · 3 days ago) · applied CV team — Practical object detection and segmentation — dataset to deployed model. ▶ Start with: YOLO how-to guides▶ Building an Offside Detection System With Vision AI (1.5K views · 3 days ago) · applied CV team — Practical object detection and segmentation — dataset to deployed model. ▶ Start with: YOLO how-to guides 10:59 ▶ YouTube 328K subs Nicholas Renotte ▶ I Spent 6 Weeks using Reinforcement Learning to Beat This GoDot Game (7.4K views · 9 months 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 (7.4K views · 9 months ago) · build-along projects — End-to-end CV apps built on camera in real time, mistakes included. ▶ Start with: Full-length CV project builds

Courses & deep dives

Robotics

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

6 creators · 3 courses

Top creators

14:11 ▶ YouTube 76.4K subs Articulated Robotics ▶ How to add Battery Monitoring to any robot (15K views · 4 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 (15K views · 4 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 19:59 ▶ YouTube 1.4M subs James Bruton ▶ How many elastic bands to push me along? (89K views · 3 weeks ago) · ex-toy-industry designer — Full-size walking robots, omniwheels and actuators — engineering you can copy. ▶ Start with: Open-source robot builds▶ How many elastic bands to push me along? (89K views · 3 weeks ago) · ex-toy-industry designer — Full-size walking robots, omniwheels and actuators — engineering you can copy. ▶ Start with: Open-source robot builds 30:19 ▶ YouTube 116K subs Skyentific ▶ EtherCAT: Fastest Communication for Your Robot (9.1K views · 1 month ago) · robot arms & actuators — The hard mechanical parts — cycloidal drives, BLDC actuators, arm kinematics. ▶ Start with: Actuator & robot-arm deep dives▶ EtherCAT: Fastest Communication for Your Robot (9.1K views · 1 month ago) · robot arms & actuators — The hard mechanical parts — cycloidal drives, BLDC actuators, arm kinematics. ▶ Start with: Actuator & robot-arm deep dives 6:15 ▶ YouTube 68.4K subs The Construct ▶ Vision-Language-Action (VLA): The AI Breakthrough Changing How Robots Learn (565 views · 2 days ago) · ROS training company — ROS 2 tutorials and live classes every week, browser-simulated. ▶ Start with: ROS 2 tutorials▶ Vision-Language-Action (VLA): The AI Breakthrough Changing How Robots Learn (565 views · 2 days ago) · ROS training company — ROS 2 tutorials and live classes every week, browser-simulated. ▶ Start with: ROS 2 tutorials 27:02 ▶ YouTube 442K subs Paul McWhorter ▶ AI on the Edge 38: Using Mediapipe for Face Recognition on the Raspberry Pi 5 (808 views · 1 day ago) · engineer & educator — Excellent beginner-friendly robotics builds with Arduino and sensors ▶ Start with: Arduino Tutorials▶ AI on the Edge 38: Using Mediapipe for Face Recognition on the Raspberry Pi 5 (808 views · 1 day ago) · engineer & educator — Excellent beginner-friendly robotics builds with Arduino and sensors ▶ Start with: Arduino Tutorials 34:51 ▶ YouTube 211K subs Stanford Engineering ▶ Best of: The future of AI and the law (154 views · 2 days ago) · Prof. Russ Tedrake — Rigorous control theory and real-world robot builds ▶ Start with: Underactuated Robotics▶ Best of: The future of AI and the law (154 views · 2 days ago) · Prof. Russ Tedrake — Rigorous control theory and real-world robot builds ▶ Start with: Underactuated Robotics

Courses & deep dives

Electronics & PCB Design

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

7 creators · 3 courses

Top creators

13:03 ▶ YouTube 1.38M subs Ben Eater ▶ Modern SID chip substitutes (155K views · 7 months ago) · digital electronics teacher — Build an 8-bit computer on breadboards — the definitive bottom-up electronics course. ▶ Start with: 8-bit breadboard computer series▶ Modern SID chip substitutes (155K views · 7 months ago) · digital electronics teacher — Build an 8-bit computer on breadboards — the definitive bottom-up electronics course. ▶ Start with: 8-bit breadboard computer series 26:48 ▶ YouTube 229K subs Phil's Lab ▶ PCB Copper Pours 101 - Phil's Lab #176 (10K views · 2 days ago) · hardware design engineer — Professional PCB design start-to-finish in KiCad and Altium — schematics to assembly. ▶ Start with: Hardware design tutorials▶ PCB Copper Pours 101 - Phil's Lab #176 (10K views · 2 days ago) · hardware design engineer — Professional PCB design start-to-finish in KiCad and Altium — schematics to assembly. ▶ Start with: Hardware design tutorials 12:18 ▶ YouTube 2.16M subs GreatScott! ▶ I Tried to Clone My Car Key… But It Didn’t Go to Plan! (58K views · 19 hours ago) · electronics projects — Component basics and weekend builds — the friendliest on-ramp to soldering. ▶ Start with: Electronics Basics series▶ I Tried to Clone My Car Key… But It Didn’t Go to Plan! (58K views · 19 hours ago) · electronics projects — Component basics and weekend builds — the friendliest on-ramp to soldering. ▶ Start with: Electronics Basics series 6:34 ▶ YouTube 1M subs EEVblog ▶ EEVblog 1763 - Meet Dylan (7.7K views · 12 hours ago) · Dave Jones — Test gear, teardowns and hard-won design opinions from a veteran EE. ▶ Start with: Fundamentals Friday▶ EEVblog 1763 - Meet Dylan (7.7K views · 12 hours ago) · Dave Jones — Test gear, teardowns and hard-won design opinions from a veteran EE. ▶ Start with: Fundamentals Friday 2:08:27 ▶ YouTube 257K subs Robert Feranec ▶ Making Hardware Is Harder Than It Looks (8.4K views · 1 month ago) · advanced PCB layout — Multi-layer layout, signal integrity and interviews with industry experts. ▶ Start with: PCB layout tips & reviews▶ Making Hardware Is Harder Than It Looks (8.4K views · 1 month ago) · advanced PCB layout — Multi-layer layout, signal integrity and interviews with industry experts. ▶ Start with: PCB layout tips & reviews 25:37 ▶ YouTube 8.76M subs ElectroBOOM ▶ The Sketchiness in GREECE (403K views · 3 days ago) · Mehdi Sadaghdar — Rigorous fundamentals disguised as a man repeatedly shocking himself. ▶ Start with: ElectroBOOM101▶ The Sketchiness in GREECE (403K views · 3 days ago) · Mehdi Sadaghdar — Rigorous fundamentals disguised as a man repeatedly shocking himself. ▶ Start with: ElectroBOOM101 15:02 ▶ YouTube 231K subs W2Aew ▶ #414: How to use an SV4401A VNA to tune a duplexer (7K views · 8 days ago) · Alan Wolke, RF engineer — Real-world debugging and component selection expertise ▶ Start with: RF Design Tutorials▶ #414: How to use an SV4401A VNA to tune a duplexer (7K views · 8 days ago) · Alan Wolke, RF engineer — Real-world debugging and component selection expertise ▶ Start with: RF Design Tutorials

Courses & deep dives

Programming — Python & Beyond

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

9 creators · 4 courses

Top creators

37:31 ▶ YouTube 1.55M subs Corey Schafer ▶ I Use AI Every Day: What I Like, What I Hate, and Where I Think We're Heading (35K views · 6 days 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 (35K views · 6 days ago) · Python tutorials — The canonical Python catalog — OOP, decorators, generators, all evergreen. ▶ Start with: Python OOP series 20:47 ▶ YouTube 338K subs ArjanCodes ▶ Your Data Structure Is Too Flexible (16K views · 2 days ago) · software design in Python — Design patterns, architecture and refactoring — from scripts to software. ▶ Start with: Code roasts & design guides▶ Your Data Structure Is Too Flexible (16K views · 2 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 (33K views · 1 year 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 (33K views · 1 year ago) · James Murphy — Intermediate-to-advanced Python internals most tutorials never reach. ▶ Start with: Python dunder & internals videos 2:20:31 ▶ YouTube 11.8M subs freeCodeCamp ▶ Kubernetes Operator Best Practices – Kubebuilder Deep Dive (80K views · 2 days ago) · nonprofit mega-courses — Full multi-hour university-style courses in every mainstream language, free. ▶ Start with: Full course library▶ Kubernetes Operator Best Practices – Kubebuilder Deep Dive (80K views · 2 days ago) · nonprofit mega-courses — Full multi-hour university-style courses in every mainstream language, free. ▶ Start with: Full course library 4:47 ▶ YouTube 4.24M subs Fireship ▶ Did Anthropic just kill the indie hacker...? (645K views · 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 Anthropic just kill the indie hacker...? (645K views · 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 55:14 ▶ YouTube 755K subs The Cherno ▶ ls AI Code Actually BAD? (49K views · 7 days ago) · ex-EA engine developer — The C++ series — memory, pointers and performance taught properly. ▶ Start with: C++ series▶ ls AI Code Actually BAD? (49K views · 7 days ago) · ex-EA engine developer — The C++ series — memory, pointers and performance taught properly. ▶ Start with: C++ series 57:06 ▶ YouTube 208K subs Real Python ▶ Should You Understand Your Entire Python Codebase? | Real Python Podcast #305 (372 views · 2 days ago) · Professional Python educators — Deep dives into idiomatic patterns and architecture ▶ Start with: Python Best Practices▶ Should You Understand Your Entire Python Codebase? | Real Python Podcast #305 (372 views · 2 days ago) · Professional Python educators — Deep dives into idiomatic patterns and architecture ▶ Start with: Python Best Practices 23:39 ▶ YouTube 2.06M subs Tech With Tim ▶ Ultimate Vibe Coding Guide for Beginners (11K views · 1 day ago) · Tim Ruscica — Excellent intermediate projects and game development tutorials. ▶ Start with: PyGame Tutorials▶ Ultimate Vibe Coding Guide for Beginners (11K views · 1 day ago) · Tim Ruscica — Excellent intermediate projects and game development tutorials. ▶ Start with: PyGame Tutorials 39:28 ▶ YouTube 1.76M subs Daniel Shiffman ▶ Coding Challenge 188: Voice Chatbot (22K views · 3 months ago) · Creative coding educator — Excellent for algorithmic thinking and Python applications ▶ Start with: Nature of Code▶ Coding Challenge 188: Voice Chatbot (22K views · 3 months ago) · Creative coding educator — Excellent for algorithmic thinking and Python applications ▶ Start with: Nature of Code

Courses & deep dives

Cloud & MLOps

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

4 creators · 4 courses

Top creators

4:53 ▶ YouTube 1.47M subs TechWorld with Nana ▶ CI/CD Explained in 5 Minutes (43K views · 10 days ago) · Nana Janashia — DevOps, Kubernetes and CI/CD explained better than most paid courses. ▶ Start with: DevOps & Kubernetes tutorials▶ CI/CD Explained in 5 Minutes (43K views · 10 days ago) · Nana Janashia — DevOps, Kubernetes and CI/CD explained better than most paid courses. ▶ Start with: DevOps & Kubernetes tutorials 7:52 ▶ YouTube 403K subs KodeKloud ▶ Build a Real-Time Leaderboard on AWS with DynamoDB (3.3K views · 3 days ago) · Mumshad Mannambeth's team — Hands-on DevOps labs and cert-prep walkthroughs from the KodeKloud platform. ▶ Start with: Kubernetes & Terraform crash courses▶ Build a Real-Time Leaderboard on AWS with DynamoDB (3.3K views · 3 days ago) · Mumshad Mannambeth's team — Hands-on DevOps labs and cert-prep walkthroughs from the KodeKloud platform. ▶ Start with: Kubernetes & Terraform crash courses 20:23 ▶ YouTube 503K subs Hussein Nasser ▶ How a query optimization gave birth to Infinite scroll (12K views · 3 weeks ago) · backend & infrastructure engineer — Databases, networking and infra internals from first principles — the plumbing MLOps sits on ▶ Start with: Kubernetes Networking and MLOps Pipelines▶ How a query optimization gave birth to Infinite scroll (12K views · 3 weeks ago) · backend & infrastructure engineer — Databases, networking and infra internals from first principles — the plumbing MLOps sits on ▶ Start with: Kubernetes Networking and MLOps Pipelines 6:06 ▶ YouTube 1.08M subs Jeff Geerling ▶ Fast Mac networking is too expensive. I fixed that. (173K views · 2 days ago) · DevOps and Ansible expert — Practical infrastructure automation for ML deployment ▶ Start with: Ansible for Kubernetes▶ Fast Mac networking is too expensive. I fixed that. (173K views · 2 days ago) · DevOps and Ansible expert — Practical infrastructure automation for ML deployment ▶ Start with: Ansible for Kubernetes

Courses & deep dives

Editorial picks by OffNet — we're not affiliated with and don't earn from any platform linked here. Course ratings are snapshots as of 2026-07-30; click through for live numbers and pricing — the page refreshes itself weekly (new picks, art and ratings) and every edition is archived in the topic history. Know a resource that belongs on this page? Tell us via the dashboard. · Read today's OffNet briefing →