Deep Learning - Image Classification Tutorial step by step (for Beginners) (python / TensorFlow) DeepLearning_by_PhDScholar
171.4K views · 3.2K likes · 5 years ago
Learn TensorFlow — Free Video Roadmap
A step-by-step path through the best free TensorFlow videos on YouTube — beginner to advanced, in the order that actually makes sense. YouTube channels teaching TensorFlow and Keras for deep learning. Learn neural networks, computer vision, NLP, and deploying ML models in production.
To learn TensorFlow in 2026, follow this order: start with a beginner crash course, then a full course, then advanced deep dives. This roadmap sequences 19 of the best free YouTube videos — beginning with "Deep Learning - Image Classification Tutorial step by step (for Beginners) (python / TensorFlow)" by DeepLearning_by_PhDScholar (171,351 views).
Step 1
Start Here
Beginner-friendly TensorFlow intros and crash courses
52:17 Deep Learning- Handwritten Digits Recognition Tutorial | Tensorflow | CNN | for beginners DeepLearning_by_PhDScholar
96.1K views · 1.7K likes · 5 years ago
58:42 Face Mask Detection Tutorial | Transfer Learning | Python | Tensorflow | OpenCV | for beginners DeepLearning_by_PhDScholar
66.3K views · 1.2K likes · 5 years ago
19:53 Tensorflow Basics Tutorial Series - (Pt.1) Linear Regression Mark Jay
46K views · 826 likes · 7 years ago
10:20 TensorFlow JS Tutorial - Build a neural network with TensorFlow for Beginners LearnCode.academy
46K views · 915 likes · 8 years ago
Step 2
Core Skills
Full courses and comprehensive TensorFlow tutorials
1:19:27 Realtime Face Emotion Recognition | Tensorflow | Transfer Learning | Python | Train your own Images DeepLearning_by_PhDScholar
173.3K views · 3K likes · 5 years ago
1:14:22 Build a Deep Learning Model that can LIP READ using Python and Tensorflow | Full Tutorial Nicholas Renotte
137.6K views · 3.3K likes · 3 years ago
1:06:29 Real-time Drowsiness Detection Tutorial | Transfer Learning | TensorFlow | Python | OpenCV DeepLearning_by_PhDScholar
107.3K views · 1.7K likes · 5 years ago
1:01:14 Real-World Python Neural Nets Tutorial (Image Classification w/ CNN) | Tensorflow & Keras Keith Galli
86.5K views · 2.3K likes · 6 years ago
1:09:51 Machine Learning ❤️ Image Processing using Python, OpenCV, Keras and TensorFlow rmotr.com
85.3K views · 1.3K likes · 7 years ago
33:22 Build a Custom OCR Model in TensorFlow: A Step-by-Step Tutorial Python Lessons
82.5K views · 1.1K likes · 3 years ago
Step 3
Advanced & Deep Dives
Go deeper into TensorFlow internals and real-world use
6:23 Deep dive into TensorFlow Ranking for recommendations TensorFlow
26.1K views · 267 likes · 2 years ago
29:08 Proximal Policy Optimization is Easy with Tensorflow 2 | PPO Tutorial Machine Learning with Phil
13.4K views · 213 likes · 4 years ago
43:23 Step 4
Stay Current
The freshest TensorFlow videos from the last 6 months
2:08:03 End-to-End Movie Recommendation System using NLP, TF-IDF & FastAPI Sheryians AI School
36.7K views · 1.1K likes · 4 months ago
42:49 Tensorflow Crash Course - Deep Learning in Python For Beginners NeuralNine
12.6K views · 462 likes · 5 months ago
6:40 Introducing Keras Recommenders: state-of-the-art recommendation techniques at your fingertips Google for Developers
6.1K views · 196 likes · 27 days ago
10:49:33 Mastering Deep Learning for Computer Vision with TensorFlow and Transformers Part 1 Neuralearn
5.3K views · 271 likes · 5 months ago
3:30 Want a roadmap tailored to your goal and experience? Try the free AI learning planner →