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Understanding Support Vector Machine algorithm from examples (along with code)
Note: This article was originally published on Oct 6th, 2015 and updated on Sept 13th, 2017 Introduction Mastering machine learning algorithms isn’t a myth …
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6 Easy Steps to Learn Naive Bayes Algorithm (with codes in Python and R)
Note: This article was originally published on Sep 13th, 2015 and updated on Sept 11th, 2017 Introduction Here’s a situation you’ve got into: You …
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Essentials of Machine Learning Algorithms (with Python and R Codes)
Note: This article was originally published on Aug 10, 2015 and updated on Sept 9th, 2017 Introduction Google’s self-driving cars and robots get a lot …
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30 Questions to test a data scientist on K-Nearest Neighbors (kNN) Algorithm
Introduction If you were to ask me 2 most intuitive algorithms in machine learning – it would be k-Nearest Neighbours (kNN) and tree based …
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CatBoost: A machine learning library to handle categorical (CAT) data automatically
Introduction How many of you have seen this error while building your machine learning models using “sklearn”? I bet most of us! At least in …
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Understanding and coding Neural Networks From Scratch in Python and R
Introduction You can learn and practice a concept in two ways: Option 1: You can learn the entire theory on a particular subject and …
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22 must watch talks on Python for Deep Learning, Machine Learning & Data Science (from PyData 2017, Amsterdam)
Introduction Python is increasingly gaining popularity among machine learning and data science communities across the world – and for the right reasons. It probably …
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Winners solutions & approach: The QuickSolver MiniHack, DataFest 2017
Introduction The best way to learn data science is to work on data problems and solve them. What is even better is to solve …
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Winners solutions and approach: Xtreme ML Hack, AV DataFest 2017
Introduction Analytics Vidhya just completed 4 years and we had to make sure we mark this event in style! We did that by creating …
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Winner’s Approach – Rampaging DataHulk MiniHack, AV DataFest 2017
Introduction Who are you competing with? While participating in a hackathon, a lot of people think that they are competing against the top data …
