9 Must-Have Skills to Land Top Big Data Jobs in 2015
NoSQL solutions:Big Data technologies:
Hadoop, Hive, Kafka,Spark, MapReduce
Big data frameworks: HDFS, Spark, Cassandra, or TensorFlow
Cassandra, HIVE, No-SQL databases ( like Hbase, Mongo db).
Programming languages: Python, Scala, R
Understanding of cloud based system, distributed systems:
Data Science/ Machine Learning:
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Hadoop:
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Hadoop Tutorial 1 - What is Hadoop?
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Scripting skill:
Perl, Python, Shell, Bash, or Ruby
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Python:
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Python for Everybody Specialization
Applied Data Science with Python Specialization
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Ruby:
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Ruby on Rails: An Introduction
Rails with Active Record and Action Pack
Ruby on Rails Web Services and Integration with MongoDB
HTML, CSS, and Javascript for Web Developers
Single Page Web Applications with AngularJS
Capstone: Photo Tourist Web Application
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JAVA:
Java/J2EE application:
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java script
Duke University
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Courses and Specializations
University of Michigan
Duke University
Java Programming and Software Engineering Fundamentals Specialization
Duke University
Programming Foundations with JavaScript, HTML and CSS
Java Programming: Solving Problems with Software
Java Programming: Arrays, Lists, and Structured Data
Java Programming: Principles of Software Design
Java Programming: Build a Recommendation System
HTML, CSS, and Javascript for Web Developers
Johns Hopkins University
Ruby on Rails Web Development Specialization
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JavaScript, jQuery, and JSON
University of Michigan
Web Applications for Everybody Specialization:
Build dynamic database-backed web sites. Use PHP, MySQL, jQuery, and Handlebars to build web and database applications
Building Web Applications in PHP
Introduction to Structured Query Language (SQL)
Building Database Applications in PHP
JavaScript, jQuery, and JSON
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University of Michigan
Learn to Design and Create Websites. Build a responsive and accessible web portfolio using HTML5, CSS3, and JavaScript
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Introduction to HTML5
Introduction to CSS3
Interactivity with JavaScript
Advanced Styling with Responsive Design
Web Design for Everybody Capstone
Interactivity with JavaScript
University of Michigan
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Week One: Introduction to JavaScript
Week Two: Reacting to Your Audience
Week Three: Arrays and Looping
Week Four: Validating Form Data
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Responsive Web Design
University of London, Goldsmiths, University of London
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Responsive Website Development and Design Specialization
University of London, Goldsmiths, University of London
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Responsive Website Basics: Code with HTML, CSS, and JavaScript
Responsive Web Design
Introduction to Meteor.js Development
Web Application Development with JavaScript and MongoDB
Responsive Website Tutorial and Examples
Responsive Website Development and Design Capstone
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Johns Hopkins University
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Introduction to AngularJS
Module 2 - Filters, Digest Cycle, Controller Inheritance, and Custom Services
Week 3 - Promises, Ajax, and Custom Directives
Module 4 - Components, Events, Modules, and Routing
Module 5 - Form Validation, Testing, and Restaurant Site Development
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A developer's guide to the Internet of Things (IoT)
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Introduction to the course
Rapid application development in the cloud
Rapid application development on a Raspberry Pi
Lower level programming for the Internet of Things
DB:
MongoDB Tutorial
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