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Text Classification & Word Representations using FastText (An NLP library by Facebook)
Introduction If you put a status update on Facebook about purchasing a car – don’t be surprised if Facebook serves you a car ad …
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Tutorial on Automated Machine Learning using MLBox
Introduction Recently, one of my friends and I were solving a practice problem. After 8 hours of hard work & coding, my friend Shubham …
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Getting started with Deep Learning using Keras and TensorFlow in R
Introduction It has always been a debatable topic to choose between R and Python. The Machine Learning world has been divided over the preference …
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An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec
Introduction Before we start, have a look at the below examples. You open Google and search for a news article on the ongoing Champions …
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40 questions to test your skill on R for Data Science
R is one of the most popular language among the data science community. If you are serious about data science, chances are that you …
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Comprehensive & Practical Inferential Statistics Guide for data science
Introduction Statistics is one of the key fundamental skills required for data science. Any expert in data science would surely recommend learning / upskilling yourself …
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The most comprehensive Data Science learning plan for 2017
I joined Analytics Vidhya as an intern last summer. I had no clue what was in store for me. I had been following the …
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Who is the Superhero of Cricket battlefield? An In-Depth Analysis
Introduction The cricket battlefield is competitive and challenging. Players have become extremely professional and disciplined about their training. Companies have optimized the weight of …
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10 Super exciting Data Science / Machine Learning / Artificial Intelligence based startups in India
Introduction Data technologies have been around for some time now. But, increase in data generation and availability of servers on the cloud has enabled …
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Using Platt Scaling and Isotonic Regression to Minimize LogLoss Error in R
Introduction This article is best suited for people who actively (or are aspiring to) participate in data science / machine learning competitions and try …
