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Deep Learning Crash Course for Beginners

Deep Learning Crash Course for Beginners

03:30 112,920 views

Deep Learning | What is Deep Learning? | Deep Learning Tutorial For Beginners | 2026 | Simplilearn

Deep Learning | What is Deep Learning? | Deep Learning Tutorial For Beginners | 2026 | Simplilearn

05:52 697,244 views

PyTorch for Deep Learning & Machine Learning – Full Course

PyTorch for Deep Learning & Machine Learning – Full Course

03:30 258,084 views

Deep Learning Indepth Tutorials In 5 Hours With Krish Naik

Deep Learning Indepth Tutorials In 5 Hours With Krish Naik

03:30 722,696 views

Lec 01. Introduction to Deep Learning

Lec 01. Introduction to Deep Learning

03:30 422,248 views

AI, Machine Learning, Deep Learning and Generative AI Explained

AI, Machine Learning, Deep Learning and Generative AI Explained

10:01 689,258 views

Deep Learning Full Course - Learn Deep Learning - 10 Hours [2026] | Deep Learning Tutorial | Edureka

Deep Learning Full Course - Learn Deep Learning - 10 Hours [2026] | Deep Learning Tutorial | Edureka

03:30 240,438 views

Deep Learning With PyTorch - Full Course

Deep Learning With PyTorch - Full Course

03:30 884,376 views

But what is a neural network? | Deep learning chapter 1

But what is a neural network? | Deep learning chapter 1

18:40 842,665 views

How to learn Machine Learning like a GENIUS and not waste time

How to learn Machine Learning like a GENIUS and not waste time

15:20 283,268 views

All Machine Learning algorithms explained in 17 min

All Machine Learning algorithms explained in 17 min

16:30 793,045 views

What is Deep Learning? | Introduction to Deep Learning | Deep Learning Tutorial | Simplilearn

What is Deep Learning? | Introduction to Deep Learning | Deep Learning Tutorial | Simplilearn

38:06 397,009 views

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

03:30 230,341 views

Deep Learning Full Course 2026 [FREE] | Complete Deep Learning Tutorial For Beginners | Simplilearn

Deep Learning Full Course 2026 [FREE] | Complete Deep Learning Tutorial For Beginners | Simplilearn

03:30 354,392 views

🎓 Featured Course Guide & Lesson Notes: Deep Learning Crash Course for Beginners

Top Result #1

Instructor: freeCodeCamp.org  |  Runtime: 03:30 mins  |  Students / Views: 112,920

Learn the fundamental concepts and terminology of Deep Learning, a sub-branch of Machine Learning. This course is designed for absolute beginners with no experience in programming. You will learn the key ideas behind deep learning without any code. You'll learn about Neural Networks, Machine Learning constructs like Supervised, Unsupervised and Reinforcement Learning, the various types of Neural Network architectures, and more. ✏️ Course developed by Jason Dsouza. Check out his work on Github: https://github.com/jasmcaus ❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba) ⭐️ Course Contents ⭐️ ⌨️ (0:00) Introduction ⌨️ (1:18) What is Deep Learning ⌨️ (5:25) Introduction to Neural Networks ⌨️ (6:12) How do Neural Networks LEARN? ⌨️ (12:06) Core terminologies used in Deep Learning ⌨️ (12:11) Activation Functions ⌨️ (22:36) Loss Functions ⌨️ (23:42) Optimizers ⌨️ (30:10) Parameters vs Hyperparameters ⌨️ (32:03) Epochs, Batches & Iterations ⌨️ (34:24) Conclusion to Terminologies ⌨️ (35:18) Introduction to Learning ⌨️ (35:34) Supervised Learning ⌨️ (40:21) Unsupervised Learning ⌨️ (43:38) Reinforcement Learning ⌨️ (46:25) Regularization ⌨️ (51:25) Introduction to Neural Network Architectures ⌨️ (51:37) Fully-Connected Feedforward Neural Nets ⌨️ (54:05) Recurrent Neural Nets ⌨️ (1:04:40) Convolutional Neural Nets ⌨️ (1:08:07) Introduction to the 5 Steps to EVERY Deep Learning Model ⌨️ (1:08:23) 1. Gathering Data ⌨️ (1:11:27) 2. Preprocessing the Data ⌨️ (1:19:05) 3. Training your Model ⌨️ (1:19:33) 4. Evaluating your Model ⌨️ (1:19:55) 5. Optimizing your Model's Accuracy ⌨️ (1:25:15) Conclusion to the Course -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news Key Highlights & Overview: Learning <strong>Deep Learning Tutorial</strong> is essential for modern technical workflows and software skills. Follow along with top-rated video tutorials from industry experts today on <strong>TutorTube</strong>.