To become a machine learning engineer in 2026, learn Python, PyTorch, TensorFlow, Hugging Face, and LangChain — in that order. The best free YouTube channels for this path are TechSimPlus Learnings, Quick Tutorials , and Evren Ozkip. Full ranked list of 36 educators below.

The Machine Learning Engineer Learning Path

  1. 1
    Python 974 channels teach this
  2. 2
    PyTorch 84 channels teach this
  3. 3
    TensorFlow 103 channels teach this
  4. 4
    Hugging Face 93 channels teach this
  5. 5
    LangChain 153 channels teach this

Best Channels for Aspiring Machine Learning Engineers

Quick Tutorials
Quick Tutorials

@quick_tutorials

AI Coding

In this channel, we provide quick tutorials for different areas in data science and programming including AI, Large Lang...

1.4K Subs
29 Videos
3K Avg Views
2.79% Engagement
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Evren Ozkip
Evren Ozkip

@evrenozkip

Data Science

Hi guys, I'm an AI Research Engineer (PhD). My goal is to create engaging content that makes the latest AI technologies ...

6.6K Subs
203 Videos
989 Avg Views
2.93% Engagement
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Samuel Chan
Samuel Chan

@samuelchan

AI Coding

Co-founder of Algoritma (https://algorit.ma), Supertype (https://supertype.ai), HyperGrowth (exited), GrowthBot (exited)...

10.2K Subs
107 Videos
8.8K Avg Views
2.41% Engagement
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Hackers Realm
Hackers Realm

@hackersrealm

AI Coding

Welcome to Hackers Realm, your ultimate destination for learning all things in tech! 💻🌐 From Python tutorials to machi...

29.4K Subs
456 Videos
2.4K Avg Views
1.86% Engagement
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Daniel Bourke arXiv
Daniel Bourke arXiv

@danielbourkearxiv2821

Data Science

Reposted (unedited) livestreams from Daniel Bourke's coding streams on Twitch. See them live: https://www.twitch.tv/mrd...

4.5K Subs
52 Videos
7.6K Avg Views
2.47% Engagement
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PyMuPDF
PyMuPDF

@pymupdf

AI Coding

PyMuPDF is a high-performance Python library for extracting, analyzing, and converting PDF documents, with powerful feat...

1.3K Subs
67 Videos
491 Avg Views
1.83% Engagement
+12.9% /mo View Profile →
NeuralNine
NeuralNine

@neuralnine

Web Dev

NeuralNine is an educational brand focusing on programming, machine learning and computer science in general! Let's deve...

469K Subs
1K Videos
3.4K Avg Views
5.02% Engagement
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jobstr
jobstr

@jobstr-work

AI Coding

► AI - LLMs - Vector Databases - Qdrant ►jobstr.work - decentralised jobs protocol ►rercuitment / job market videos ► Au...

7.8K Subs
557 Videos
88 Avg Views
3.41% Engagement
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Data Thinkers
Data Thinkers

@datathinkers

Data Science

Hello Coders, Welcome to Data Thinkers. As you know, Data Science is an ever-evolving field. We'll be bringing you the ...

22.6K Subs
284 Videos
112 Avg Views
4.46% Engagement
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Simplified AI Course
Simplified AI Course

@simplifiedaicourse

AI Coding

Hi, I'm Mohan Gollapalli, an AI professional with 10+ years of experience at Big Tech companies. I teach Data Science an...

1.6K Subs
86 Videos
908 Avg Views
2.64% Engagement
+6.6% /mo View Profile →
Machine Learning Hub
Machine Learning Hub

@machinelearninghub

Data Science

Welcome to Machine Learning Hub 👋 I’m Kushal Bhavsar, founder of this channel and a passionate Machine Learning Engine...

16.3K Subs
129 Videos
1.9K Avg Views
2.47% Engagement
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Alejandro AO
Alejandro AO

@alejandro_ao

AI Coding

🤗 Developer Advocate @HuggingFace 🤖 Learn AI Coding

72.7K Subs
83 Videos
17.2K Avg Views
1.81% Engagement
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Frequently Asked Questions

What YouTube channels should I watch to become a Machine Learning Engineer?

Follow educators covering Python, PyTorch, TensorFlow, Hugging Face, LangChain. Top channels include TechSimPlus Learnings, Quick Tutorials, Evren Ozkip. All 36 channels listed teach for free on YouTube.

What do I need to learn to become a Machine Learning Engineer?

ML engineers take models from notebook to production — training, deploying, and serving them reliably. The path is strong Python, the deep-learning frameworks PyTorch and TensorFlow, and increasingly the LLM toolchain. A practical order is: Python → PyTorch → TensorFlow → Hugging Face → LangChain.

Can I become a Machine Learning Engineer using only free YouTube videos?

Yes — every channel and video in this path is free on YouTube. Use the learning-path order above to go from fundamentals to job-ready skills, then explore the AI learning planner for a personalized plan.