Deep Learning - Image Classification Tutorial step by step (for Beginners) (python / TensorFlow) DeepLearning_by_PhDScholar
171.4K views · 3.2K likes · 6 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 15 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).
Explore TensorFlow
Step 1
Start Here
Beginner-friendly TensorFlow intros and crash courses
3:32 
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 · 8 years ago
Step 2
Core Skills
Full courses and comprehensive TensorFlow tutorials
36:20 TensorFlow Tutorial #02 Convolutional Neural Network Hvass Laboratories
197.6K views · 2.3K likes · 10 years ago
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 · 8 years ago
Step 3
Advanced & Deep Dives
Go deeper into TensorFlow internals and real-world use
16:02 Plant Disease Detection System Part-3 | Building Deep Learning Model Architecture using Tensorflow SPOTLESS TECH
34.9K views · 292 likes · 2 years ago
6:23 Deep dive into TensorFlow Ranking for recommendations TensorFlow
26.1K views · 267 likes · 2 years ago
34:29 TensorFlow Tutorial #19 Hyper-Parameter Optimization Hvass Laboratories
23.5K views · 448 likes · 8 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