Deep Learning pathway

Journey towards Deep Learning literacy

Source: http://blog.csdn.net/xbinworld/article/details/54989976

Completed

MITProfessionalX DSx Certificate | MIT xPro

Deep Learning in Python | DataCamp

Deep Learning

Deep Learning Fundamentals

DeepLearning.TV ML0115EN Certificate | Cognitive Class

Deep Learning with TensorFlow

IBM Cognitive Class ML0120EN Certificate | Cognitive Class

Sign In | AWS Training & Certification

Accelerating Deep Learning with GPU

CognitiveClass ML0122EN Certificate | Cognitive Class

https://www.coursera.org/account/accomplishments/specialization/certificate/VNJ3SD4LNBFB

https://www.coursera.org/account/accomplishments/specialization/VNJ3SD4LNBFB

Underway

Fast.ai: Practical Deep Learning For Coders, Part 1

Deep Learning For Coders-36 hours of lessons for free

Machine Learning by Stanford University

Coursera | Online Courses From Top Universities. Join for Free

Neural Networks for Machine Learning by University of Toronto

Coursera | Online Courses From Top Universities. Join for Free

Neural Networks and Deep Learning by deeplearning.ai

Coursera | Online Courses From Top Universities. Join for Free

Introduction to Neural Networks | Machine Learning Crash Course | Google Developers

Skooldio

Intro to Deep Learning and TensorFlow

Deep Learning For Images

Deep Learning For Text

Reinforcement Learning

Generative Models

TensorFlow and deep learning, without a PhD

End-to-end Machine Learning with Tensorflow on GCP

Up next

Udacity

Deep Learning | Udacity

Deep Learning - Convolutional Neural Networks | Udacity

edX

Microsoft Professional Program in Artificial Intelligence

Deep Learning Explained

Reinforcement Learning Explained

Applied AI with DeepLearning, IBM Watson IoT Data Science Certificate | Coursera

An Introduction to Practical Deep Learning | Coursera

Fast.ai

Deep Learning For Coders-36 hours of lessons for free

Kaggle

Intro to Deep Learning and Computer Vision

Building Models from Convolutions

Programming in TensorFlow and Keras

Transfer Learning

Data Augmentation

A Deeper Understanding of Deep Learning

Deep Learning From Scratch

Dropout and Strides For Larger Models

Unsupervised Feature Learning and Deep Learning Tutorial

Neural Networks and Deep Learning

Neural Networks and Deep Learning | Coursera

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization | Coursera

Structuring Machine Learning Projects

Structuring Machine Learning Projects | Coursera

Convolutional Neural Networks

Convolutional Neural Networks | Coursera

Sequence Models

Sequence Models | Coursera

Fast.ai part 2

Deep Learning For Coders-36 hours of lessons for free

Neural Networks: Representation

Coursera | Online Courses From Top Universities. Join for Free

National Research University — Higher School of Economics (HSE)

Introduction to Deep Learning | Coursera

Deep Learning in Computer Vision | Coursera

Neural Networks for Machine Learning by Geoffrey Hinton

Neural Networks for Machine Learning | Coursera

Qwiklab

Lab Catalog | Qwiklabs + spl-nvlabs

Nanodegree

Deep Learning Nanodegree | Udacity

Kadenze

Creative Applications of Deep Learning with TensorFlow | Kadenze

Creative Applications of Deep Learning with TensorFlow | Kadenze

Creative Applications of Deep Learning with TensorFlow II | Kadenze

Creative Applications of Deep Learning with TensorFlow III | Kadenze

Resources

DLND A Bunch of Amazing Course and Resources Links

Deep Learning on AWS

“Staring down a desert road with passing allowed from either lane” by felipe lopez on Unsplash

Google For Education Training Center

CTT+ (Plus) Certification | CompTIA IT Certifications

MCT Training | Microsoft Certified Trainer Certification

NVIDIA Deep Learning Institute (DLI) Certified Instructor Application

https://docs.google.com/forms/d/e/1FAIpQLScHAX6L2s5g7LlzGUJ0KiJ9b8cx6fqN_o9W2EZDaHtThqn8rQ/viewform?c=0&w=1