Deep Learning Courses

Machine Learning with Python: from Linear Models to Deep Learning

29 reviews

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 10-14 hours a week, 15 weeks long
• 1 month from now (16th May)
• Free Online Course (Audit)

Convolutional Neural Networks for Visual Recognition (Spring 2017)

1 review

This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.

• YouTube
• 20 hours worth of material
• Self paced
• Free Online Course

DeepLearning.AI;  Stanford

Convolutional Neural Networks

8 reviews

This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging from saf…

• Coursera
• 39 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

MIT 6.S191: Introduction to Deep Learning 2021

1 review

Syllabus: MIT Introduction to Deep Learning | 6.S191.MIT 6.S191: Recurrent Neural Networks.MIT 6.S191: Convolutional Neural Networks.MIT 6.S191: Deep Generative Modeling.MIT 6.S191: Reinforcement Learning.MIT 6.S191 | Deep Learning New Frontiers.MIT 6.S1…

• YouTube
• 29 hours worth of material
• Self paced
• Free Online Course

Deep Learning in Life Sciences - Spring 2021

Learn Deep Learning in Life Sciences with Prof. Manolis Kellis from MIT! In this spring 2021 course, you will learn about AI, ML, machine learning foundations, Convolutional Neural Networks CNNs, Recurrent Neural Networks RNNs, Graph Neural Networks GNNs…

• YouTube
• 31 hours worth of material
• Self paced
• Free Online Course

MIT 16.412J Cognitive Robotics, Spring 2016

This is an advanced lecture series from MIT 16.412 Cognitive Robotics of Spring 2016, led by MIT students.

• YouTube
• 8 hours worth of material
• Self paced
• Free Online Course

Deep Learning for Computer Vision

1 review

Syllabus: Lecture 1: Introduction to Deep Learning for Computer Vision. Lecture 2: Image Classification. Lecture 3: Linear Classifiers. Lecture 4: Optimization. Lecture 5: Neural Networks. Lecture 6: Backpropagation. Lecture 7: Convolutional Networks. Le…

• YouTube
• 26 hours worth of material
• Self paced
• Free Online Course

Deep Learning Methods for Healthcare

This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large projec…

• Coursera
• 22 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Advanced Deep Learning Methods for Healthcare

This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large projec…

• Coursera
• 16 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

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

Probabilistic Deep Learning with TensorFlow 2

Welcome to this course on Probabilistic Deep Learning with TensorFlow! This course builds on the foundational concepts and skills for TensorFlow taught in the first two courses in this specialisation, and focuses on the probabilistic approach to deep l…

• Coursera
• 53 hours worth of material, 5 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

DeepLearning.AI;  Stanford

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
• 4th Apr, 2022
• Free Online Course (Audit)

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
• 8-9 hours worth of material, 6 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Optimización de Redes Neuronales Profundas

Este curso se centrará en la optimización de Redes Neuronales Profundas, cambiando la idea de que todo el proceso es una “caja negra”. Comprenderá qué impulsa el rendimiento y podrá obtener mejores resultados de manera más sistemática Entenderá cómo o…

• Coursera
• 3 weeks long
• 1 week from now (18th Apr)
• Free Online Course (Audit)

Custom Models, Layers, and Loss Functions with TensorFlow

In this course, you will: • Compare Functional and Sequential APIs, discover new models you can build with the Functional API, and build a model that produces multiple outputs including a Siamese network. • Build custom loss functions (including the con…

• Coursera
• 37 hours worth of material, 5 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)