7 Impressive Scikit-learn Hacks, Tips and Tricks for Data Science
Overview Scikit-learn, or sklearn, is the Swiss Army Knife of machine learning libraries Learn key sklearn hacks, tips, and tricks to master the library …
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10 Awesome Data Manipulation and Wrangling Hacks, Tips and Tricks
Introduction “Efficiency is doing things right. Effectiveness is doing the right thing.” – Zig Zagler As data scientists, we are often taught to be …
One-Hot Encoding vs. Label Encoding using Scikit-Learn
What is One-Hot Encoding? When should you use One-Hot Encoding over Label Encoding? These are typical data science interview questions every aspiring data scientist …
Everything you Need to Know About Scikit-Learn’s Latest Update (with Python Implementation)
Introduction Scikit-learn is one Python library we all inevitably turn to when we’re building machine learning models. I’ve built countless models using this wonderful …
Everything You Ever Wanted to Know About Setting up Python on Windows, Linux and Mac
Overview Facing issues trying to install Python on your Linux, Mac or Windows machine? This article is for you! Step-by-step walkthrough on how to …
Understanding Support Vector Machine(SVM) algorithm from examples (along with code)
Note: This article was originally published on Oct 6th, 2015 and updated on Sept 13th, 2017 Overview Explanation of support vector machine (SVM), a …
Top 28 Cheat Sheets for Machine Learning, Data Science, Probability, SQL & Big Data
Overview Data Science is constantly evolving with new tools, frameworks and technologies Each tool/technique has its own unique use case along with features and …
Cheatsheet: Scikit-Learn & Caret Package for Python & R respectively
Introduction For any Python or R practitioner, this article will prove to be a boon. We provide you cheatsheets for the most widely used machine …
16 New Must Watch Tutorials, Courses on Machine Learning
Introduction Most of us fail to acknowledge that Youtube has a massive resource center of machine learning tutorials which are free to access. You no longer …
Tutorial – Data Science at Command Line with R & Python (Scikit Learn)
Introduction The thought of doing Data Science at Command Line may possibly cause you to wonder, what new devilry is that? As if, it …
