Do you want to learn deep learning and looking for Best Resources to Learn Deep Learning?… If yes, then you are in the right place. In this article, I have listed all the best resources to learn deep learning including Online Courses, Tutorials, Books, and YouTube Videos.
So, give your few minutes and find out the best resources to learn deep learning. You can bookmark this article so that you can refer to this article later.
Now without further ado, let’s get started-
Best Resources to Learn Deep Learning
For your convenience, I have created separate tables for each resource. So let’s start with online courses-
Note- If you are reading this article on Mobile, Please slide left for Full Table.
Online Courses
| S/N | Course Name | Rating | Time to Complete |
| 1. | Deep Learning Specialization– deeplearning.ai | 4.8/5 | 4 months ( If you spend 5 hours per week) |
| 2. | Deep Learning– Udacity | 4.7/5 | 4 months (If you spend 12 hours per week) |
| 3. | Deep Learning in Python– Datacamp | NA | 20 hours |
| 4. | Intro to Deep Learning with PyTorch– Udacity(FREE Course) | NA | 2 Months |
| 5. | TensorFlow 2 for Deep Learning Specialization– Coursera | 4.9/5 | 4 Months( If you spend 7 hours per week) |
| 6. | Generative Adversarial Networks (GANs) Specialization– Coursera | 4.7/5 | 3 months ( If you spend 8 hours per week) |
| 7. | Intro to TensorFlow for Deep Learning– Udacity (FREE Course) | NA | 2 months |
| 8. | Deep Learning A-Z™: Hands-On Artificial Neural Networks– Udemy | 4.5/5 | 22.5 hours |
| 9. | Professional Certificate in Deep Learning– edX | NA | 8 months(If you spend 2 – 4 hours per week) |
| 10. | Neural Networks and Deep Learning– deeplearning.ai | 4.9/5 | 20 hours |
| 11. | Intro to Deep Learning– Kaggle (FREE Course) | NA | 4 hours |
| 12. | Introduction to Deep Learning-edX (FREE Course) | NA | 16 weeks |
| 13. | DeepLearning.AI TensorFlow Developer Professional Certificate– deeplearning.ai | 4.7/5 | 4 months ( If you spend 5 hours per week) |
Books
Tutorials
| S/N | Tutorial Name | Provider |
| 1. | Deep Learning Tutorial | JavaTpoint |
| 2. | Introduction to Deep Learning | Great Learning |
| 3. | Python Deep Learning Tutorial | TutorialsPoint |
| 4. | Deep Learning Tutorial for Beginners | Simplilearn |
| 5. | What is Deep Learning | MLTUT |
| 6. | Deep Learning Tutorial: Neural Network Basics for Beginners | Guru99 |
| 7. | DEEP LEARNING WITH PYTORCH | PyTorch |
| 8. | What is Deep Learning? A Tutorial for Beginners | Educative |
YouTube Videos
| S/N | Tutorial Name | Channel Name |
| 1. | Deep Learning Tutorial | Great Learning |
| 2. | Deep Learning Full Course | Edureka |
| 3. | Complete Deep Learning | Krish Naik |
| 4. | Deep Learning With Tensorflow 2.0, Keras, and Python | codebasics |
| 5. | Deep Learning Tutorial | Simplilearn |
| 6. | Deep Learning Crash Course for Beginners | freeCodeCamp.org |
| 7. | PyTorch for Deep Learning | freeCodeCamp.org |
| 8. | Deep Learning Basics | Lex Fridman |
| 9. | Reinforcement Learning Course | freeCodeCamp.org |
| 10. | Deep Learning Tutorial | Intellipaat |
And here the list ends. I hope these resources will definitely help you to learn and master deep learning. I would suggest you bookmark this article for future referrals. Now it’s time to wrap up.
Conclusion
In this article, I tried to cover all the best resources to learn deep learning from online courses to YouTube videos. If you have any doubts or questions, feel free to ask me in the comment section.
All the Best!
Enjoy Learning!
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Though of the Day…
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Written By Aqsa Zafar
Founder of MLTUT, Machine Learning Ph.D. scholar at Dayananda Sagar University. Research on social media depression detection. Create tutorials on ML and data science for diverse applications. Passionate about sharing knowledge through website and social media.