Deep Learning Practice for NLP: Large Movie Review Data Sentiment Analysis from Scratch

Deep Learning with Python is a very good book recently I have read: Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher … Continue reading →

Best Coursera Courses for Data Science

Here is a list of best coursera courses for data science. 1. Introduction to Data Science Specialization This data science specialization provided by IBM, which include 4 sub courses. In this Specialization learners will develop foundational Data Science skills to … Continue reading →

Best Coursera Courses for Machine Learning

Here is a list of best coursera courses for machine learning. 1. Machine Learning As the first machine learning mooc course, this machine learning course provided by Stanford University and taught by Professor Andrew Ng, which is the best machine … Continue reading →

Best Coursera Courses for Deep Learning

Here is a list of best coursera courses for deep learning. 1. Deep Learning Specialization This deep learning specialization provided by deeplearning.ai and taught by Professor Andrew Ng, which is the best deep learning online course for everyone who want … Continue reading →

Dive into NLP with Deep Learning, Part I: Getting Started with DL4NLP

Before diving into the Natural Language Processing with Deep Learning, you should know something about them. Here is a list of related books and courses for you: 1. Deep Learning Specialization by Andrew Ng We especially recommended this specialization for … Continue reading →

Word Similarity: A Website Interface for 89 Languages Word2Vec Models

I have launched WordSimilarity on April, which focused on computing the word similarity between two words by word2vec model based on the Wikipedia data. The website has the English Word2Vec Model for English Word Similarity: Exploiting Wikipedia Word Similarity by … Continue reading →

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 →

Update Korean, Russian, French, German, Spanish Wikipedia Word2Vec Model for Word Similarity

I have launched WordSimilarity on April, which focused on computing the word similarity between two words by word2vec model based on the Wikipedia data. The website has the English Word2Vec Model for English Word Similarity: Exploiting Wikipedia Word Similarity by … 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 →

Training a Japanese Wikipedia Word2Vec Model by Gensim and Mecab

After “Training a Chinese Wikipedia Word2Vec Model by Gensim and Jieba“, we continue “Training a Japanese Wikipedia Word2Vec Model by Gensim and Mecab” with “Wikipedia_Word2vec” related scripts. Still, download the latest Japanese Wikipedia dump data first: https://dumps.wikimedia.org/jawiki/latest/jawiki-latest-pages-articles.xml.bz2. You can use … Continue reading →