Containerized Data Science with Docker
So, you're itching to begin your journey into data science but you aren't sure where to start. Well, I'm glad you’ve found this post...
Deep Learning with Microsoft CNTK
“Deep learning (deep structured learning, hierarchical learning, or deep machine learning) is a branch of machine learning based on a set of algorithms that...
Language Modeling with Deep Learning
Language modeling is defining a joint probability distribution over a sequence of tokens (words or characters). Considering a sequence of tokens fx1; :::; xT...
Deep Learning and Image generation: Get Started with Generative Adversarial Networks
In machine learning, a generative model is one that captures the observable data distribution. The objective of deep neural generative models is to disentangle...
Deep Learning with Torch
Torch is a scientific computing framework built on top of Lua. The nn package and the ecosystem around it provide a very powerful framework...
Solving an NLP Problem with Keras, Part 1
In a previous two-part post series on Keras, I introduced Convolutional Neural Networks(CNNs) and the Keras deep learning framework. We used them to solve...
Solving an NLP Problem with Keras, Part 2
In this two-part post series, we are solving a Natural Language Processing (NLP) problem with Keras. In Part 1, we covered the problem and...
MongoDB: Issues You Should Pay Attention To
MongoDB, founded in 2007 with more than 15 million downloads, excels at supporting real-time analytics for big data applications. Rather than storing data in...
What is the API Economy?
If you have pitched the idea of a set of APIs to your boss, you might have run across this question. “Why do we...
Free Machine Learning eBooks
So, you want to learn how to build machine learning algorithms? But where do you start?
Becoming a data scientist is a really smart career...