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?
Got a question? Hit me on Twitter: avkorablev