BigData-UC.San.Diego

Unlock Value in Massive Datasets - UC San Diego - Coursera

Course 1 - Introduction to Big Data

• Welcome
• Big Data: Why and Where
• Characteristics of Big Data and Dimensions of Scalability
• Data Science: Getting Value out of Big Data
• Foundations for Big Data Systems and Programming
• Systems: Getting Started with Hadoop

Course 2 - Big Data Modeling and Management Systems

• Introduction to Big Data Modeling and Management
• Big Data Modeling
• Big Data Modeling (Part 2)
• Working With Data Models
• Big Data Management: The "M" in DBMS

Course 3 - Big Data Integration and Processing

• Welcome to Big Data Integration and Processing
• Retrieving Big Data (Part 1)
• Retrieving Big Data (Part 2)
• Big Data Integration
• Processing Big Data
• Big Data Analytics using Spark

Course 4 - Machine Learning With Big Data

• Introduction to Machine Learning with Big Data
• Data Exploration
• Data Preparation
• Classification
• Evaluation of Machine Learning Models
• Regression, Cluster Analysis, and Association Analysis

Course 5 - Graph Analytics for Big Data

• Welcome to Graph Analytics
• Introduction to Graphs
• Graph Analytics
• Graph Analytics Techniques
• Computing Platforms for Graph Analytics

Taught by:

• Ilkay Altintas - Chief Data Science Officer
• Amarnath Gupta - Director, Advanced Query Processing Lab
• Mai Nguyen - Lead for Data Analytics

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Created By Bilal Cagiran | E-Mail | Github | LinkedIn | CodePen | Blog/Site | FreeCodeCamp