# Big Data. Educational Resources

Posted on Fri, 28 Apr 2017 in Other

Big Data is a kind of buzzword nowadays. However, it looks that having skills in it can make a huge influence on a programming career. At least, it's true for me. That's why this list appears. It's a unsorted and unfiltered bunch of resources covered "Big Data" topic.

## Computer Science Fundamentals and Programming

Algorithm challanges on HackerRank

Datastructure challanges on HackerRank

Introduction to Algorithms by Cormen, Leiserson, Rivest, and Stein

Functional Programming in Scala Specialization

Cloud Computing Specialization

## Applied Math

Bayesian Statistics: From Concept to Data Analysis

Advanced Linear Models for Data Science 1: Least Squares

Advanced Linear Models for Data Science 2: Statistical Linear Models

## Data Science

Recommender Systems Specialization

## Machine Learning

Machine Learning Specializatio

**IN RUSSIAN** Машинное обучение и анализ данных

## Frameworks

Data Science and Engineering with Apache Spark

Managing Big Data with R and Hadoop

## Other

Introduction to Machine Learning with Python

Natural Language Processing with Python

## Resources

What is Data Science? 24 Fundamental Articles Answering This Question

Quora: What skills are needed for machine learning jobs?

Quora: How do I learn big data technologies?

Quora: Is there any website where we can learn Data Science for free?

Quora: Where should I start from for learning big data development?