Deep Learning Machine Setup: Ubuntu17.04+Nvidia GTX 1080+CUDA 9.0+cuDNN 7.0+TensorFlow 1.3

Last year, I got a deep learning machine with GTX 1080 and write an article about the Deep Learning Environment configuration: Dive Into TensorFlow, Part III: GTX 1080+Ubuntu16.04+CUDA8.0+cuDNN5.0+TensorFlow. Recently, I met some problem with the deep learning server and reinstall … Continue reading →

Andrew Ng Deep Learning Specialization: Best Deep Learning Course for Beginners and Deep Learners

Andrew Ng’s Deep Learning Specialization has launched before August 15, 2017, and everyone can enroll it by Coursera and learning the Deep Learning Course free for seven days and then cost 49 dollars per month. I have enrolled the deep … Continue reading →

Dive Into TensorFlow, Part VI: Beyond Deep Learning

This is the sixth article in the series “Dive Into TensorFlow“, here is an index of all the articles in the series that have been published to date: Part I: Getting Started with TensorFlow Part II: Basic Concepts Part III: … Continue reading →

Dive Into TensorFlow, Part V: Deep MNIST

This is the fifth article in the series “Dive Into TensorFlow“, here is an index of all the articles in the series that have been published to date: Part I: Getting Started with TensorFlow Part II: Basic Concepts Part III: … Continue reading →

Dive Into TensorFlow, Part IV: Hello MNIST

This is the fourth article in the series “Dive Into TensorFlow“, here is an index of all the articles in the series that have been published to date: Part I: Getting Started with TensorFlow Part II: Basic Concepts Part III: … Continue reading →

Dive Into TensorFlow, Part III: GTX 1080+Ubuntu16.04+CUDA8.0+cuDNN5.0+TensorFlow

This is the third article in the series “Dive Into TensorFlow“, here is an index of all the articles in the series that have been published to date: Part I: Getting Started with TensorFlow Part II: Basic Concepts Part III: … Continue reading →

Dive Into TensorFlow, Part II: Basic Concepts

This is the second article in the series “Dive Into TensorFlow“, here is an index of all the articles in the series that have been published to date: Part I: Getting Started with TensorFlow Part II: Basic Concepts (this article) … Continue reading →

Dive Into TensorFlow, Part I: Getting Started with TensorFlow

TensorFlow is one of most popular open source deep learning libraries launched by Google. This is the first article in a series where I will give a detail tutorial about TensorFlow, here is an index of all the articles in … Continue reading →

Deep Learning for NLP resources from Github

Two list of “Deep Learning for NLP resources” from github, just for reference: Deep Learning for NLP resources: Introductory and state of the art resources for NLP sequence modeling tasks like dialog. from https://github.com/andrewt3000/DL4NLP Deep-Learning-for-NLP-Resources: List of resources to get … Continue reading →

Deep Learning for Text Mining from Scratch

Here is a list of courses or materials for you to learn deep learning for text mining from scratch。 Mathematics Everything start from mathematics. 1. Pre-Calculus About the Course Through this course, students will acquire a solid foundation in algebra … Continue reading →