Sequence prediction is the application of deep learning. In this article learn sequence prediction using compact prediction tree algorithms in python.
Machine learning articles from Analytics Vidhya. This article contains the best articles on machine learning in the year of 2017.
FlashText is an efficient library for searching and replacing keywords in millions of documents. Learn its working and using python FlashText for NLP tasks
The essential guide to NLP. This article provides resources and codes for 10 most common nlp tasks including stemming, lemmatization, Word Embeddings etc.
FastText is a very fast NLP library created by Facebook. It is very useful for Word Representations Text Classification. It can create word vectors fast.
Tutorial on how to automate machine learning workflow using MLBox. MLBox provides functionalities like missing values imputation, drifting out of box.
Get started with deep learning with keras and tensorflow in r. Learn how to install keras with tensorflow in R & build a neural network model on MNIST dataset.
Word embeddings are techniques used in natural language processing. This includes tools & techniques like word2vec, TD-IDF, count vectors, etc. Explore Now!
Here are 40 questions on R for data science which every R practitioner must know. Answer these 40 questions to test your skill level on R, dataframes
This guide explains inferential statistics for data science in simple and practical manner. This includes t-tests, hypothesis testing, ANOVA & Regression
