Deep Learning Core Courses

Intro to Deep Learning

52 reviews

Get an overview of the hottest field in AI

• Udacity
• 12 weeks long
• Finished
• Free Online Course

6.S191: Introduction to Deep Learning

3 reviews

A 1-week extensive survey of deep learning methods and applications.

• Independent
• 1 week long
• Self paced
• Free Online Course

Intel

An Introduction to Practical Deep Learning

1 review

This course provides an introduction to Deep Learning, a field that aims to harness the enormous amounts of data that we are surrounded by with artificial neural networks, allowing for the development of self-driving cars, speech interfaces, genomic sequ…

• Coursera
• 6 weeks long
• 5 days from now (6th Dec)
• Free Online Course (Audit)

deeplearning.ai;  Stanford University

Neural Networks and Deep Learning

15 reviews

If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "superpower" that will l…

• Coursera
• 27 hours worth of material, 4 weeks long
• 29th Nov, 2021
• Free Online Course (Audit)

6.S094: Deep Learning for Self-Driving Cars

2 reviews

This class is an introduction to the practice of deep learning through the applied theme of building a self-driving car. It is open to beginners and is designed for those who are new to machine learning, but it can also benefit advanced researchers in th…

• Independent
• Self paced
• Free Online Course

fast.ai

Practical Deep Learning For Coders

8 reviews

Learn how to get a GPU server online suitable for deep learning— to creating state of the art, highly practical, models for computer vision, natural language processing, and recommendation systems.

• Independent
• 10 hours a week, 7 weeks long
• Self paced
• Free Online Course

Introduction to Deep Learning

3 reviews

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimizat…

• Coursera
• 34 hours worth of material, 6 weeks long
• 29th Nov, 2021
• Free Online Course (Audit)

Deep Learning in Computer Vision

3 reviews

Deep learning added a huge boost to the already rapidly developing field of computer vision. With deep learning, a lot of new applications of computer vision techniques have been introduced and are now becoming parts of our everyday lives. These include…

• Coursera
• 13 hours worth of material, 5 weeks long
• 29th Nov, 2021
• Free Online Course (Audit)

deeplearning.ai;  Stanford University

Sequence Models

4 reviews

This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications in speec…

• Coursera
• 40 hours worth of material, 4 weeks long
• 29th Nov, 2021
• Free Online Course (Audit)

Learn TensorFlow and deep learning, without a Ph.D.

2 reviews

This 3-hour course (video + slides) offers developers a quick introduction to deep-learning fundamentals, with some TensorFlow thrown into the bargain.

• Independent
• 3 hours worth of material
• Self paced
• Free Online Course

This is an advanced course on natural language processing. Automatically processing natural language inputs and producing language outputs is a key component of Artificial General Intelligence.

• Independent
• Self paced
• Free Online Course

Microsoft;  University of Queensland

Deep Learning through Transformative Pedagogy

1 review

How can powerful teaching strategies and effective learning activities enhance deep learning?

• edX
• 2-3 hours a week, 4 weeks long
• Self paced
• Free Online Course (Audit)

Indian Institute of Technology, Kharagpur;  NPTEL

Deep Learning For Visual Computing

1 review

Deep learning is a genre of machine learning algorithms that attempt to solve tasks by learning abstraction in data following a stratified description paradigm using non-­linear transforma

• Swayam
• 12 weeks long
• 1 month from now (23rd Jan)
• Free Online Course

Deep learning is a sub-field of machine learning that has led to breakthroughs in a number of artificial intelligence tasks, achieving state-of-the-art performance in computer vision, speech recognition, and natural language processing. Not surprisingly,…

• openSAP
• 3-4 hours a week, 6 weeks long
• Self paced
• Free Online Course

Yonsei University

Deep Learning for Business

Your smartphone, smartwatch, and automobile (if it is a newer model) have AI (Artificial Intelligence) inside serving you every day. In the near future, more advanced “self-learning” capable DL (Deep Learning) and ML (Machine Learning) technology will be…

• Coursera
• 8 hours worth of material, 6 weeks long
• 2 weeks from now (20th Dec)
• Free Online Course (Audit)