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# Statistics

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### Statistics for Data Science: Introduction to the Central Limit Theorem (with implementation in R)

What is the central limit theorem? What are it’s applications? And how can you implement the central limit theorem in R? Find out in this article!

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### The Ultimate Learning Path to Become a Data Scientist and Master Machine Learning in 2019

This learning path is aimed toward those people who want to become a data scientist in 2019, and includes resources like courses, guides and much more!

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### DataHack Radio Episode #7: Tackling Data Science Challenges in India with NITI Aayog’s Dr. Avik Sarkar (Independence Day Special!)

https://soundcloud.com/datahack-radio/episode-7-dr-avik-sarkar/s-jUmTp Introduction Data science is still a very nascent field in India, despite the recent surge in interest. From agriculture to healthcare, there are …

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### An Introductory Guide to Maximum Likelihood Estimation (with a case study in R)

Introduction Interpreting how a model works is one of the most basic yet critical aspects of data science. You build a model which is …

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### 10 Free Must-Read Machine Learning E-Books For Data Scientists & AI Engineers

Introduction So you love reading but can’t afford to splurge too much money on books? Quite a lot of the data science and machine …

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### 7 methods to perform Time Series forecasting (with Python codes)

Introduction Most of us would have heard about the new buzz in the market i.e. Cryptocurrency. Many of us would have invested in their …

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### The Ultimate Learning Path to Becoming a Data Scientist in 2018

Introduction So you’ve taken the plunge. You want to become a data scientist. But where to begin? There are far too many resources out …

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### A Simple Introduction to ANOVA (with applications in Excel)

Introduction Buying a new product or testing a new technique but not sure how it stacks up against the alternatives? It’s an all too …

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### A Guide To Conduct Analysis Using Non-Parametric Statistical Tests

Introduction The average salary package of an economics honors graduate at Hansraj College during the end of the 1980s was around INR 1,000,000 p.a. …

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### Mining frequent items bought together using Apriori Algorithm (with code in R)

Introduction: We live in a fast changing digital world. In today’s age customers expect the sellers to tell what they might want to buy. …