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Overview of the Case Study Scenario and University Student Data

What to Expect from Case Studies and Review Sessions

The Case Studies in the SAS Academy for Data Science are different from the exercises in the courses.

  • The case studies are selected because they do not have a clean solution.
  • The data sets are messy (and real!), and the business problem is framed by a domain expert who knows very little about data management, analytics, or programming.
  • This enables you to experience true client interactions, where you, the data scientist, are the technical expert and the client lacks the vocabulary to guide you to appropriate analyses.

If you find the case studies frustrating to work on, take heart in knowing that you are doing realistic data science work. Use the case study review sessions to observe the thought process of an experienced analyst.

In data science, solving problems often requires taking a novel approach, making assumptions, engineering new inputs, or combining analyses in unconventional ways.

  • It is rare that one solution is uniformly correct!
  • It is rare that a problem has a clean solution.

Seeing the approaches of different analysts helps you find new ways to solve problems in the future.

Course Curriculum

0. Module 2 Overview of the Case Study Scenario and University Student Data
0. Module 2 Overview of the Case Study Scenario and University Student Data 00:00:00
1.1 Module 2 Overview of the Case Study Scenario and University Student
1.1 Module 2 Overview of the Case Study Scenario and University Student 00:00:00
1.2 Module 2 Case Study Exploring the Data
1.2 Module 2 Case Study Exploring the Data 00:00:00
1.3 Module 2 Big Data Programming and Loading Assignment 
1.3 Module 2 Big Data Programming and Loading Assignment  00:00:00
1. Module 2 Introductory Case Study Overview PDF
1. Module 2 Introductory Case Study Overview PDF 00:00:00
2.1 Module 2 Case Study and Review_SAS and Hadoop Essentials and DS2 Programming Essentials
2.1 Module 2 Case Study and Review_SAS and Hadoop Essentials and DS2 Programming Essentials 00:00:00
2.2 Module 2 Case Study Solution Introduction to SAS and Hadoop and DS2 Programming Essentials Task 1
2.2 Module 2 Case Study Solution Introduction to SAS and Hadoop and DS2 Programming Essentials Task 1 00:00:00
2.3 Module 2 Case Study Solution: Introduction to SAS and Hadoop and DS2 Programming Essentials Task 2
2.3 Module 2 Case Study Solution: Introduction to SAS and Hadoop and DS2 Programming Essentials Task 2 00:00:00
2.4 Module 2 Case Study Solution: Introduction to SAS and Hadoop and DS2 Programming Essentials Task 3
2.4 Module 2 Case Study Solution: Introduction to SAS and Hadoop and DS2 Programming Essentials Task 3 00:00:00
3.1 Module 2 Hadoop Data Management with Hive, Pig and SAS
3.1 Module 2 Hadoop Data Management with Hive, Pig and SAS 00:00:00
3.2 Module 2 Case Study Solution: Hadoop Data Management with Hive, Pig, and SAS Overview
3.2 Module 2 Case Study Solution: Hadoop Data Management with Hive, Pig, and SAS Overview 00:00:00
3.3 Module 2 Case Study HiveQL Queries
3.3 Module 2 Case Study HiveQL Queries 00:00:00
3.4 Module 2 Case Study Pig Scripts
3.4 Module 2 Case Study Pig Scripts 00:00:00
4.1 Module 2 Case Study and Review_Getting Started with SAS In-Memory Statistics
4.1 Module 2 Case Study and Review_Getting Started with SAS In-Memory Statistics 00:00:00
4.2 Module 2 Case Study Solution: Getting Started with SAS In-Memory Statistics Introduction
4.2 Module 2 Case Study Solution: Getting Started with SAS In-Memory Statistics Introduction 00:00:00
4.3 Module 2 Case Study Solution: Getting Started with SAS In-Memory Statistics Part One
4.3 Module 2 Case Study Solution: Getting Started with SAS In-Memory Statistics Part One 00:00:00
4.4 Module 2 Case Study Solution: Getting Started with SAS In-Memory Statistics Part Two
4.4 Module 2 Case Study Solution: Getting Started with SAS In-Memory Statistics Part Two 00:00:00
4.5 Module 2 Case Study Solution: Getting Started with SAS In-Memory Statistics Conclusion
4.5 Module 2 Case Study Solution: Getting Started with SAS In-Memory Statistics Conclusion 00:00:00

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