Sundar Victor

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Graphs and Natural Language Processing

Blog post written by Vivi Nastase based on the special issue ‘Graphs and Natural Language Processing’ in the journal Natural Language …

7 Steps to Mastering Machine Learning With Python

<b>By Matthew Mayo, KDnuggets.</b><p><i>Getting started</i>. Two of the most de-motivational words in the English language. The first step is often the hardest to …

A Complete Tutorial on Tree Based Modeling from Scratch (in R & Python)

We use cookies on Analytics Vidhya websites to deliver our services, analyze web traffic, and improve your experience on the site. By using Analytics …

Why Data Science Matters To You

Data Science – it’s a term you probably hear a lot these days, but do you know what it actually means or why it matters at all to you?When we asked …

Evaluating Machine Learning Models - O'Reilly Media

Data science today is a lot like the Wild West: there’s endless opportunity and excitement, but also a lot of chaos and confusion. If you’re new to …

Deep Learning for the Enterprise

Deep Learning for the Enterprise<p>Register Now<p>Richard Socher<p>Show More<p>Questions? We’ll put you on the right path.<p>Ask about Salesforce products, pricing, …

Machine learning algorithm cheat sheet

The suggestions offered in this algorithm cheat sheet are approximate rules-of-thumb. Some can be bent, and some can be flagrantly violated. This is …

10 types of regressions. Which one to use?

<i>Originally posted here by Dr Granville. Read comments posted about the original article.</i><p>Should you use linear or logistic regression? In what …

Apache Mahout

Mahout has a helper function that reads the text delimited files SparkEngine.indexedDatasetDFSReadElements. The function reads single element tuples …

IntelliJ IDEA

The Data Lake Debate: Questioning the Pro

Tamara, Tamara, Tamara…We have known each other for quite a while and I cannot believe we are having the same conversation AGAIN! Technology is not …

Big Data

5 Amazingly Powerful Python Libraries - HPC ASIA

Share Email Comments<p>Manu Jivan<p>If you have decided to learn Python as your programming language.<p><b>“What are the different Python libraries available to</b> …

Top Jobs For STEM: Big Data, IT Product Management

Today's skills development in these fields could mean tomorrow's payday, according to a recent report.<p>1 of 9<p>Looks like you've hit your article limit. …

Three Things About Data Science You Won't Find In the Books

In case you haven’t heard yet, Data Science is all the craze. Courses, posts, and schools are springing up everywhere. However, every time I take a …

More Free Data Mining, Data Science Books and Resources

An Introduction to Data Science by Jeffrey Stanton, Robert De Graaf, 2013.<br>An introductory level resource developed by Syracuse University<p>An …

Topic modeling with LDA: MLlib meets GraphX

<i>Topic models</i> automatically infer the topics discussed in a collection of documents. These topics can be used to summarize and organize documents, or …

Data Science