Data Analytics

Lesson 1: What is Big Data?

• 6.1.1 Module 1
• 6.1.2 Lecture
• 6.1.3 Readings
• 6.1.4 Websites
• 6.1.5 Video: Define the Question & Create a Hypothesis

Lesson 2: Impact of Big Data

• 6.2.1 Lecture
• 6.2.2 Readings
• 6.2.3 Video: Excel 2016: Cleaning Up Your Data

Lesson 3: Big Data Technologies

• 6.3.1 Lecture
• 6.3.2 Readings
• 6.3.3 Websites

Lesson 4: Data Mining

• 6.4.1 Module 2
• 6.4.2 Lecture
• 6.4.3 Readings
• 6.4.4 Websites
• 6.4.5 Video: The Power of Data Analysis Using Excel
• 6.4.6 Video: Data Mining and Predictive Analytics

Lesson 5: Metrics Predictive Analysis - Tableau

• 6.5.1 Lecture
• 6.5.2 Readings

Lesson 6: Data Visualization

• 6.6.1 Lecture
• 6.6.2 Readings
• 6.6.3 Websites
• 6.6.4 Video: Data Visualization for Data Analysts

Lesson 7: Data Management Lifecycle

• 6.7.1 Module 3
• 6.7.2 Lecture
• 6.7.3 Readings
• 6.7.4 Websites
• 6.7.5 Video: Statistics Fundamentals 2
• 6.7.6 Video: Market Research Fundamentals
• 6.7.7 Video: Storytelling with Open Data
• 6.7.8 Video: Ethical Issues
• 6.7.9 Video: How to Create a Survey with Google Forms

Lesson 8: NoSQL - MongoDB

• 6.8.1 Module 4
• 6.8.2 Lecture
• 6.8.3 Readings
• 6.8.4 Websites
• 6.8.5 Video: MongoDB
• 6.8.6 Video: 5 Categories of NoSQL
• 6.8.7 Video: Understanding Document Databases
• 6.8.8 Video: MongoDB in 30 Minutes
• 6.8.9 Video: MongoDB Tutorial for Beginners 3 - Creating Database and Inserting Data
• 6.8.10 Video: MongoDB Tutorial for Beginners 4 - Updating, Removing, and Collections
• 6.8.11 Video: MongoDB Tutorial for Bginners 5 - Find and Search Query
• 6.8.12 Video: MongoDB Tutorial for Beginners 6 - Indexing

Lesson 9: Viewing Data - MongoDB

• 6.9.1 Lecture
• 6.9.2 Readings
• 6.9.3 Websites
• 6.9.4 Video: MongoDB Tutorial for Beginners 7 - Aggregation and Groups

Lesson 10: Big Data in the Cloud

• 6.10.1 Lecture

Lesson 11: Query Data with R

• 6.11.1 Module 5
• 6.11.2 Lecture
• 6.11.3 Video: R Statistics Essential Training
• 6.11.4 Video: Intro to Statistics with R: Introduction
• 6.11.5 Websites

Lesson 12: Visualize Data with R

• 6.12.1 Lecture
• 6.12.2 Websites

Lesson 13: Business Intelligence Techniques

• 6.13.1 Module 6
• 6.13.2 Lecture
• 6.13.3 Readings
• 6.13.4 Websites

Lesson 14: Decision Theory

• 6.14.1 Lecture
• 6.14.2 Readings
• 6.14.3 Video: Executive Decision Making
• 6.14.4 Video: Problem Solving Techniques
• 6.14.5 Websites

Lesson 15: Organizational Decisions

• 6.15.1 Lecture
• 6.15.2 Readings