Yogita Kinha

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Multiple Linear Regression & Assumptions of Linear Regression: A-Z

Let us a take a break from model building here and understand the first few things which will help us to judge how good is the model which we have …

Algorithms

Top 7 Sectors where Data Science can Transform India (with Free Datasets)

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Data Science

Be a Better Programmer with these 45 Mathematics Courses

The Ultimate Course and Book list to be an expert in Mathematics and Programming<p>We’re so scared of Mathematics. <b>Why?</b><p>because,<p><b>We Fear What We Don’t</b> …

Mathematics

Francesco Bailo

How to (quickly) enrich a map with natural and anthropic details<p>In this post I show how to enrich a ggplot map with data obtained from the Open …

Data Science

Raspberry Pi and machine learning: How to get started

A guide to how to experiment with machine learning on the $35 board.<p>If you want to dabble with machine learning on the $35 Raspberry Pi you've never …

Machine Learning

This Raspberry Pi 3 Ultimate Starter Kit includes four courses and over 10 hours of content

Coupling Internet of Things (IoT) with a Raspberry Pi can lead to plenty of fun and opportunity, but you really need to have the right tools at your …

Raspberry Pi

Face recognition with OpenCV, Python, and deep learning

In today’s blog post you are going to learn how to perform <b>face recognition</b> in both images and video streams using:• OpenCV<br>• Python<br>• Deep learning<br>As we’ll …

5 Regression Loss Functions All Machine Learners Should Know

<i>Regression functions predict a quantity, and classification functions predict a label.</i><p>Regression loss<p>1. <b>Mean Square Error, Quadratic loss, L2 Loss</b><p>Mean …

Top 10 Machine Learning Algorithms for Beginners

IntroductionThe study of ML algorithms has gained immense traction post the Harvard Business Review article terming a ‘Data Scientist’ as the …

Top Data Science & Machine Learning GitHub Repositories in March 2018

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Machine Learning

A Four Minute Read Big Data and Data Science Newsletter list to get you informed on anything “Data”.

In a world where information is being shared in a high volume, finding good resources becomes difficult.<p>Here are some of the best curated …

All the World’s Immigration Visualized in 1 Map

This map shows the estimated net immigration (inflows minus outflows) by origin and destination country between 2010 and 2015.<p>Blue circles = positive …

Immigration

18 Useful Mobile Apps for Data Scientist / Data Analysts

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Challenges Using Clustering With Uniform Population | Big Data

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Perform Clustering Analysis

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A Complete Tutorial which teaches Data Exploration in detail

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Tutorials

A Complete Tutorial which teaches Data Exploration in detail

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Tutorials

A Complete Tutorial which teaches Data Exploration in detail

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

Tutorials

A Comprehensive Guide to Data Exploration

Introduction<p>There are no shortcuts for data exploration. If you are in a state of mind, that machine learning can sail you away from every data …

How Scaling Really Works in Apache HBase

<i>This post was originally published via blogs.apache.org, we republish it here in a slightly modified form for your convenience:</i><p>At first glance, the …

Scalable Distributed Transactional Queues on HBase

A real time stream processing framework usually involves two fundamental constructs: processors and queues. A processor reads events from a queue, …

Software Development

Essentials of Machine Learning Algorithms (with Python and R Codes)

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Machine Learning

5 Yoga Inversions for Beginners

Inversions are a staple in a good yoga practice. I like to think of inverting as the fountain of youth. Turning upside down, or bringing the head …

Stoke the Digestive Fire: A Detoxifying Sequence

With plenty of hip and abdominal work, this sequence by Larissa Hall Carlson, E-RYT, a yoga teacher and dean of the Kripalu School of Ayurveda in …

Creating, Validating and Pruning the Decision Tree in R

Email this Post 69.3K 47<p>In this blog we will discuss :<p>1. How to create a decision tree for the admission data.<p>2. Use rattle to plot the tree.<p>3. …

Data Science

Predicting customer churn with scikit-learn

Predicting customer churn with scikit-learn

Understanding Bayes: A Look at the Likelihood

[This post has been updated and turned into a paper to be published in AMPPS]<p>Much of the discussion in psychology surrounding Bayesian inference …

Understanding Bayes: Visualization of the Bayes Factor

In the first post of the <i>Understanding Bayes</i> series I said:<p>The likelihood is the workhorse of Bayesian inference. In order to understand Bayesian …

A 5 STEP CHECKLIST FOR MULTIPLE LINEAR REGRESSION

To pick the right variables, you’ve got to have a basic understanding of your dataset, enough to know that your data is relevant, high quality, and …