Welcome to Introduction to SAS and Hadoop. I’m David Ghan. I’ve been a technical training consultant with SAS since 1999, and I teach a wide variety of courses covering SAS programming and SAS applications for data management. In this course, you’ll learn how to use SAS programming methods to read, write, and manipulate Hadoop data.
In Chapter 1, I’ll introduce you to key concepts on Hadoop, and give you an overview of the various SAS technologies available for managing and analyzing data in Hadoop.
In Chapter 2, we’ll look at Base SAS methods for interacting with Hadoop data. These include reading and writing raw data with the DATA step, copying files between the SAS server and Hadoop, managing the Hadoop file system, and executing MapReduce and Pig programs from SAS by using the HADOOP procedure.
Then, in Chapter 3, I’ll show you how to use the SQL pass-through facility to interact with the Hive tables in Hadoop. You’ll learn how to submit native Hive SQL query code to Hadoop from a SAS program, and manage the results of those queries when they return to SAS. You’ll also learn how you can submit all other types of HiveQL statements from SAS programs to manage this Hive system in any way that you need to.
In Chapter 4, you’ll learn how to use the LIBNAME method to connect to a Hive database and treat Hive tables as if they are SAS data sets in all your SAS programs. So that you can maximize performance, I’ll describe which SAS program elements convert into processes that execute in Hadoop, and I’ll show you techniques to evaluate how much processing is done by Hadoop.
In Chapter 5, you’ll learn ways you can structure Hive tables to enable you to execute certain queries with better performance.
Finally, in Chapter 6, I’ll give you a brief overview of additional SAS and Hadoop technologies, including the SAS DS2 procedure, SAS High-Performance Analytics, SAS LASR Analytic Server, and SAS In-Memory Statistics.
Let’s get started.
Course Curriculum
| Introduction to SAS and Hadoop Course Overview | |||
| Introduction to SAS and Hadoop Course Overview | 00:00:00 | ||
| 1.1a Introduction and Creating Course Data Chapter Overview | |||
| 1.1a Introduction and Creating Course Data Chapter Overview | 00:00:00 | ||
| 1.2a- What Is Hadoop | |||
| 1.2a- What Is Hadoop | 00:00:00 | ||
| 1.2b- Hadoop Distributed File System | |||
| 1.2b- Hadoop Distributed File System | 00:00:00 | ||
| 1.2c-MapReduce Distributed Processing | |||
| 1.2c-MapReduce Distributed Processing | 00:00:00 | ||
| 1.2d- Executing Programs That Use MapReduce | |||
| 1.2d- Executing Programs That Use MapReduce | 00:00:00 | ||
| 1.2e-The Hadoop Ecosystem | |||
| 1.2e-The Hadoop Ecosystem | 00:00:00 | ||
| 1.2f- Characteristics of Hadoop | |||
| 1.2f- Characteristics of Hadoop | 00:00:00 | ||
| 1.2g- Hadoop Distributions | |||
| 1.2g- Hadoop Distributions | 00:00:00 | ||
| 1.2h- SAS Foundation Interfaces and Additional SAS Technologies for Hadoop | |||
| 1.2h- SAS Foundation Interfaces and Additional SAS Technologies for Hadoop | 00:00:00 | ||
| 1.2i- Course Image for Demos and Exercises | |||
| 1.2i- Course Image for Demos and Exercises | 00:00:00 | ||
| 1.3a-Course Logistics | |||
| 1.3a-Course Logistics | 00:00:00 | ||
| 1.3b- Demo Creating the Course Data | |||
| 1.3b- Demo Creating the Course Data | 00:00:00 | ||
| 2.1a- Chapter Overview | |||
| 2.1a- Chapter Overview | 00:00:00 | ||
| 2.2a- Base SAS Tools for Hadoop | |||
| 2.2a- Base SAS Tools for Hadoop | 00:00:00 | ||
| 2.2b- Configuration Files Required by SAS | |||
| 2.2b- Configuration Files Required by SAS | 00:00:00 | ||
| 2.3a- Business Scenario | |||
| 2.3a- Business Scenario | 00:00:00 | ||
| 2.3b-HADOOP Procedure Syntax | |||
| 2.3b-HADOOP Procedure Syntax | 00:00:00 | ||
| 2.3c- HDFS Statements in the HADOOP Procedure | |||
| 2.3c- HDFS Statements in the HADOOP Procedure | 00:00:00 | ||
| 2.3d- Moving a File from SAS to Hadoop | |||
| 2.3d- Moving a File from SAS to Hadoop | 00:00:00 | ||
| 2.3f- Executing MapReduce Code | |||
| 2.3f- Executing MapReduce Code | 00:00:00 | ||
| 2.3g- FILENAME Statement for Hadoop | |||
| 2.3g- FILENAME Statement for Hadoop | 00:00:00 | ||
| 2.3i- Using Hue to Browse the Hadoop File System | |||
| 2.3i- Using Hue to Browse the Hadoop File System | 00:00:00 | ||
| 2.3j- Reading a Hadoop File with a DATA Step | |||
| 2.3j- Reading a Hadoop File with a DATA Step | 00:00:00 | ||
| 2.3k- Demo Base SAS Methods to Read and Write Hadoop Files and Execute MapReduce Code, Part 1 | |||
| 2.3k- Demo Base SAS Methods to Read and Write Hadoop Files and Execute MapReduce Code, Part 1 | 00:00:00 | ||
| 2.3l- Demo Base SAS Methods to Read and Write Hadoop Files and Execute MapReduce Code, Part 2 | |||
| 2.3l- Demo Base SAS Methods to Read and Write Hadoop Files and Execute MapReduce Code, Part 2 | 00:00:00 | ||
| 2.4a- Executing Pig Code with the HADOOP Procedure | |||
| 2.4a- Executing Pig Code with the HADOOP Procedure | 00:00:00 | ||
| 2.4b Demo Executing Pig Code with PROC HADOOP | |||
| 2.4b Demo Executing Pig Code with PROC HADOOP | 00:00:00 | ||
| 3.1a- Chapter Overview | |||
| 3.1a- Using the SQL Pass-Through Facility Chapter Overview | 00:00:00 | ||
| 3.2a- SQL Pass-Through Methods and Syntax | |||
| 3.2a- SQL Pass-Through Methods and Syntax | 00:00:00 | ||
| 3.2c- Review of the Activity | |||
| 3.2c- Review of the Activity | 00:00:00 | ||
| 3.3a Querying Hadoop Hive Metadata | |||
| 3.3a Querying Hadoop Hive Metadata | 00:00:00 | ||
| 3.4a- Querying Hive Table Data | |||
| 3.4a- Querying Hive Table Data | 00:00:00 | ||
| 3.4b- Joining Multiple Tables | |||
| 3.4b- Joining Multiple Tables | 00:00:00 | ||
| 3.4d- Review of the Activity | |||
| 3.4d- Review of the Activity | 00:00:00 | ||
| 3.4e- Using SAS Features with Hive Results | |||
| 3.4e- Using SAS Features with Hive Results | 00:00:00 | ||
| 3.4f- Creating SAS Tables and Views | |||
| 3.4f- Creating SAS Tables and Views | 00:00:00 | ||
| 3.4g- A Limitation of Views | |||
| 3.4g- A Limitation of Views | 00:00:00 | ||
| 3.4h- Advantages and Disadvantages of SQL Pass-Through | |||
| 3.4h- Advantages and Disadvantages of SQL Pass-Through | 00:00:00 | ||
| 3.5a- What are Hive Tables | |||
| 3.5a- What are Hive Tables | 00:00:00 | ||
| 3.5b- Executing HiveQL Non-Query Statements | |||
| 3.5b- Executing HiveQL Non-Query Statements | 00:00:00 | ||
| 3.5c- Creating Hive Tables | |||
| 3.5c- Creating Hive Tables | 00:00:00 | ||
| 3.5f- Loading Hive Tables | |||
| 3.5f- Loading Hive Tables | 00:00:00 | ||
| 3.5g- Internal and External Hive Tables | |||
| 3.5g- Internal and External Hive Tables | 00:00:00 | ||
| 3.5h- Demo Creating Hive Tables, Part 1 | |||
| 3.5h- Demo Creating Hive Tables, Part 1 | 00:00:00 | ||
| 3.5i- Demo- Creating Hive Tables, Part 2 TS | |||
| 3.5i- Demo- Creating Hive Tables, Part 2 | 00:00:00 | ||
| 3.5k- File Types for Hive | |||
| 3.5k- File Types for Hive | 00:00:00 | ||
| 3.5l- Hive SerDes | |||
| 3.5l- Hive SerDes | 00:00:00 | ||
| 3.5n- Review of the Activity | |||
| 3.5n- Review of the Activity | 00:00:00 | ||
| 3.5o- Using SerDes | |||
| 3.5o- Using SerDes | 00:00:00 | ||
| 3.5p- Demo Applying RegexSerDe to Semi-Structured Data | |||
| 3.5p- Demo Applying RegexSerDe to Semi-Structured Data | 00:00:00 | ||
| 3.6a- Hive Character Data Types | |||
| 3.6a- Hive Character Data Types | 00:00:00 | ||
| 3.6b- SAS Methods to Manage Hive Character Data Types | |||
| 3.6b- SAS Methods to Manage Hive Character Data Types | 00:00:00 | ||
| 3.6c- Demo Using Conversion Functions and TBLPROPERTIES to Control How SAS Interprets Hive Columns | |||
| 3.6c- Demo Using Conversion Functions and TBLPROPERTIES to Control How SAS Interprets Hive Columns | 00:00:00 | ||
| 4.1a Using the SAS/ACCESS LIBNAME Engine- Chapter Overview | |||
| 4.1a Using the SAS/ACCESS LIBNAME Engine- Chapter Overview | 00:00:00 | ||
| 4.2a SASACCESS LIBNAME Engine | |||
| 4.2a SASACCESS LIBNAME Engine | 00:00:00 | ||
| 4.2b- Accessing Hive Metadata and Data | |||
| 4.2b- Accessing Hive Metadata and Data | 00:00:00 | ||
| 4.2c Implicit Pass-Through with the LIBNAME Engine | |||
| 4.2c Implicit Pass-Through with the LIBNAME Engine | 00:00:00 | ||
| 4.2e- Demo Determining If a WHERE Clause Is Passed to Hive | |||
| 4.2e- Demo Determining If a WHERE Clause Is Passed to Hive | 00:00:00 | ||
| 4.2g-Using the SASTRACE System Option to Determine What Processing Is Passed to Hive | |||
| 4.2g-Using the SASTRACE System Option to Determine What Processing Is Passed to Hive | 00:00:00 | ||
| 4.2h-Demo Using the SASTRACE System Option to Determine Where Processing Occurs | |||
| 4.2h-Demo Using the SASTRACE System Option to Determine Where Processing Occurs | 00:00:00 | ||
| 4.2i- Passing SAS Functions to Hadoop | |||
| 4.2i- Passing SAS Functions to Hadoop | 00:00:00 | ||
| 4.3a- LIBNAME Engine Translation to HiveQL | |||
| 4.3a- LIBNAME Engine Translation to HiveQL | 00:00:00 | ||
| 4.4a-Data Set Options Passed to Hive | |||
| 4.4a-Data Set Options Passed to Hive | 00:00:00 | ||
| 4.4c- Review of the Activity | |||
| 4.4c- Review of the Activity | 00:00:00 | ||
| 4.5a- Creating and Using PROC SQL Views of Hive Tables | |||
| 4.5a- Creating and Using PROC SQL Views of Hive Tables | 00:00:00 | ||
| 4.5c-Review of the Activity | |||
| 4.5c-Review of the Activity | 00:00:00 | ||
| 4.5d- Creating Views with an Embedded LIBNAME Statement | |||
| 4.5d- Creating Views with an Embedded LIBNAME Statement | 00:00:00 | ||
| 4.6a- Ways to Combine Tables and Passing Joins to Hive | |||
| 4.6a- Ways to Combine Tables and Passing Joins to Hive | 00:00:00 | ||
| 4.6c-Review of the Activity | |||
| 4.6c-Review of the Activity | 00:00:00 | ||
| 4.6d- SQL Set Operators | |||
| 4.6d- SQL Set Operators | 00:00:00 | ||
| 4.6f- Review of the Activity | |||
| 4.6f- Review of the Activity | 00:00:00 | ||
| 4.6g- Combining Hive Tables with Other Source | |||
| 4.6g- Combining Hive Tables with Other Source | 00:00:00 | ||
| 4.6i- Review of the Activity | |||
| 4.6i- Review of the Activity | 00:00:00 | ||
| 4.6j- The MULTI_DATASRC_OPT= Option | |||
| 4.6j- The MULTI_DATASRC_OPT= Option | 00:00:00 | ||
| 4.6l- Review of the Activity | |||
| 4.6l- Review of the Activity | 00:00:00 | ||
| 4.6n- Review of the Exercise | |||
| 4.6n- Review of the Exercise | 00:00:00 | ||
| 4.7a- Methods to Create Hive Tables | |||
| 4.7a- Methods to Create Hive Tables | 00:00:00 | ||
| 4.7b- Demo Creating Output Data Sets as Hive Tables | |||
| 4.7b- Demo Creating Output Data Sets as Hive Tables | 00:00:00 | ||
| 4.8a- Ordering Data | |||
| 4.8a- Ordering Data | 00:00:00 | ||
| 4.8c- Ordering Data with a BY Statement | |||
| 4.8c- Ordering Data with a BY Statement | 00:00:00 | ||
| 4.8e- Using the TABULATE and REPORT Procedures | |||
| 4.8e- Using the TABULATE and REPORT Procedures | 00:00:00 | ||
| 4.8f- Demo Sorting and Reporting with Hive Data | |||
| 4.8f- Demo Sorting and Reporting with Hive Data | 00:00:00 | ||
| 4.8h- Review of the Exercise | |||
| 4.8h- Review of the Exercise | 00:00:00 | ||
| 4.8j- Review of the Exercise | |||
| 4.8j- Review of the Exercise | 00:00:00 | ||
| 5.1a Chapter Overview and Objectives | |||
| 5.1a Chapter Overview and Objectives | 00:00:00 | ||
| 5.2a Partitions, Clusters, and Indexes for Hive | |||
| 5.2a Partitions, Clusters, and Indexes for Hive | 00:00:00 | ||
| 5.2b- Partitioning Hive Tables | |||
| 5.2b- Partitioning Hive Tables | 00:00:00 | ||
| 5.2c- Demo Creating and Viewing Partitions in a Hive Table | |||
| 5.2c- Demo Creating and Viewing Partitions in a Hive Table | 00:00:00 | ||
| 5.2d-Considerations for Creating Partitions | |||
| 5.2d-Considerations for Creating Partitions | 00:00:00 | ||
| 5.2e- Clustering Hive Tables | |||
| 5.2e- Clustering Hive Tables | 00:00:00 | ||
| 5.2h- Indexing Hive Tables | |||
| 5.2h- Indexing Hive Tables | 00:00:00 | ||
| 6.1a Chapter Overview | |||
| 6.1a Chapter Overview | 00:00:00 | ||
| 6.2a- Review of SAS Technologies for Hadoop | |||
| 6.2a- Review of SAS Technologies for Hadoop | 00:00:00 | ||
| 6.2b- Review of the Software Architecture for SAS and Hadoop | |||
| 6.2b- Review of the Software Architecture for SAS and Hadoop | 00:00:00 | ||
| 6.2c- Types of In-Memory Analytics Grids | |||
| 6.2c- Types of In-Memory Analytics Grids | 00:00:00 | ||
| 6.2d- Engine Types and Products for In-Memory Analytics | |||
| 6.2d- Engine Types and Products for In-Memory Analytics | 00:00:00 | ||
| 6.2f- SAS High-Performance Procedure Example | |||
| 6.2f- SAS High-Performance Procedure Example | 00:00:00 | ||
| 6.2h-SAS Visual Analytics and SAS Visual Statistics | |||
| 6.2h-SAS Visual Analytics and SAS Visual Statistics | 00:00:00 | ||
| 6.2j- SAS In-Memory Statistics Example | |||
| 6.2j- SAS In-Memory Statistics Example | 00:00:00 | ||
| 6.2k- Process Details for the HPA Grid | |||
| 6.2k- Process Details for the HPA Grid | 00:00:00 | ||
| 6.2l- Process Details for the LASR Grid | |||
| 6.2l- Process Details for the LASR Grid | 00:00:00 | ||
| 6.3a- A SAS High-Performance Analytics Programming Example | |||
| 6.3a- A SAS High-Performance Analytics Programming Example | 00:00:00 | ||
| 6.3b- Demo Using High-Performance Procedures and the SASHDAT Library Engine | |||
| 6.3b- Demo Using High-Performance Procedures and the SASHDAT Library Engine | 00:00:00 | ||
| 6.4a- An In-Memory Statistics Programming Example | |||
| 6.4a- An In-Memory Statistics Programming Example | 00:00:00 | ||
| 6.4b- Demo Creating a LASR Analytic Server Session and Using the SASIOLA Engine | |||
| 6.4b- Demo Creating a LASR Analytic Server Session and Using the SASIOLA Engine | 00:00:00 | ||
| 6.5a- What Is DS2 and Why Use It | |||
| 6.5a- What Is DS2 and Why Use It | 00:00:00 | ||
| 6.5b- A Basic DS2 Program Explained | |||
| 6.5b- A Basic DS2 Program Explained | 00:00:00 | ||
| 6.5c- A DS2 Program to Summarize Data | |||
| 6.5c- A DS2 Program to Summarize Data | 00:00:00 | ||
| 6.5d- Running a DS2 Program in Threads | |||
| 6.5d- Running a DS2 Program in Threads | 00:00:00 | ||
| 6.5f- Executing DS2 Threads in Hadoop | |||
| 6.5f- Executing DS2 Threads in Hadoop | 00:00:00 | ||
| 6.5g- Demo Executing DS2 Threads in the Hadoop Cluster to Summarize Data | |||
| 6.5g- Demo Executing DS2 Threads in the Hadoop Cluster to Summarize Data | 00:00:00 | ||
| 6.6a- Using PROC HDMD to Define Table Metadata for Data in HDFS | |||
| 6.6a- Using PROC HDMD to Define Table Metadata for Data in HDFS | 00:00:00 | ||
| 6.6b- Demo Using PROC HDMD to Access HDFS Files | |||
| 6.6b- Demo Using PROC HDMD to Access HDFS Files | 00:00:00 | ||
| 1.1b- Objectives | |||
| 1.1b- Objectives | 00:00:00 | ||
| 1.3c- Creating the course Data | |||
| 1.3c- Creating the course Data | 00:00:00 | ||
| 1.3d- Troubleshooting | |||
| 1.3d- Troubleshooting | 00:00:00 | ||
| 2.1b- Objectives | |||
| 2.1b- Objectives | 00:00:00 | ||
| 2.3m- Ex- Directing Data stp otpt to HDFS with a Hadoop file name | |||
| 2.3m- Ex- Directing Data stp otpt to HDFS with a Hadoop file name | 00:00:00 | ||
| 2.3m- Ex Soln- Directing Data stp otpt to HDFS with a Hadoop file name | |||
| 2.3m- Ex Soln- Directing Data stp otpt to HDFS with a Hadoop file name | 00:00:00 | ||
| 3.1b Chapter 3: Using the SQL Pass-Through Facility- Objectives | |||
| 3.1b Chapter 3: Using the SQL Pass-Through Facility- Objectives | 00:00:00 | ||
| 3.3b Exercise- Using Hue to Investigate the Hive Database | |||
| 3.3b Exercise- Using Hue to Investigate the Hive Database | 00:00:00 | ||
| 3.3b Exercise Solution- Using Hue to Investigate the Hive Database | |||
| 3.3b Exercise Solution- Using Hue to Investigate the Hive Database | 00:00:00 | ||
| 3.4c- Activity | |||
| 3.4c- Activity | 00:00:00 | ||
| 3.2b- Actvity | |||
| 3.2b- Actvity | 00:00:00 | ||
| 3.4i Exercise- Querying a Singe Table using SAS SQL Features | |||
| 3.4i Exercise- Querying a Singe Table using SAS SQL Features | 00:00:00 | ||
| 3.4i Exercise Solution- Querying a Singe Table using SAS SQL Features | |||
| 3.4i Exercise Solution- Querying a Singe Table using SAS SQL Features | 00:00:00 | ||
| 3.4j- Exercise- Joining Tables in Hadoop to create a SAS Table | |||
| 3.4j- Exercise- Joining Tables in Hadoop to create a SAS Table | 00:00:00 | ||
| 3.4j- Exercise Solution- Joining Tables in Hadoop to create a SAS Table | |||
| 3.4j- Exercise Solution- Joining Tables in Hadoop to create a SAS Table | 00:00:00 | ||
| 3.4k-Exercise- Creating and Using a SAS PROC SQL View(optional) | |||
| 3.4k-Exercise- Creating and Using a SAS PROC SQL View(optional) | 00:00:00 | ||
| 3.4k-Exercise Solution- Creating and Using a SAS PROC SQL View(optional) | |||
| 3.4k-Exercise Solution- Creating and Using a SAS PROC SQL View(optional) | 00:00:00 | ||
| 3.5j- Exercise- Creating a Hive Table as an External Table | |||
| 3.5j- Exercise- Creating a Hive Table as an External Table | 00:00:00 | ||
| 3.5j- Exercise Solution- Creating a Hive Table as an External Table | |||
| 3.5j- Exercise Solution- Creating a Hive Table as an External Table | 00:00:00 | ||
| 3.6d- Exercise- Applying CAST Functions to Create Desired Data Types when Computing Columns | |||
| 3.6d- Exercise- Applying CAST Functions to Create Desired Data Types when Computing Columns | 00:00:00 | ||
| 3.6d- Exercise Solution - Applying CAST Functions to Create Desired Data Types when Computing Columns | |||
| 3.6d- Exercise Solution – Applying CAST Functions to Create Desired Data Types when Computing Columns | 00:00:00 | ||
| 5.1b- Objectives | |||
| 5.1b- Objectives | 00:00:00 | ||
| 5.2f- Exercise- Creating and Loading a Clustered Table in Hive Using SQL Pass- Through | |||
| 5.2f- Exercise- Creating and Loading a Clustered Table in Hive Using SQL Pass- Through | 00:00:00 | ||
| 5.2f- Exercise Solution- Creating and Loading a Clustered Table in Hive Using SQL Pass- Through | |||
| 5.2f- Exercise Solution- Creating and Loading a Clustered Table in Hive Using SQL Pass- Through | 00:00:00 | ||
| 5.2g- Exercise- Creating and Loading a Table that is Partitioned and Clustered | |||
| 5.2g- Exercise- Creating and Loading a Table that is Partitioned and Clustered | 00:00:00 | ||
| 5.2g- Exercise Solution- Creating and Loading a Table that is Partitioned and Clustered | |||
| 5.2g- Exercise Solution- Creating and Loading a Table that is Partitioned and Clustered | 00:00:00 | ||
| 4.1b Using the SAS/ACCESS LIBNAME Engine- Objectives | |||
| 4.1b Using the SAS/ACCESS LIBNAME Engine- Objectives | 00:00:00 | ||
| 4.2j- Exercise- Accessing Hive Tables using the LIBNAME Statement | |||
| 4.2j- Exercise- Accessing Hive Tables using the LIBNAME Statement | 00:00:00 | ||
| 4.2j- Exercise Solution- Accessing Hive Tables using the LIBNAME Statement | |||
| 4.2j- Exercise Solution- Accessing Hive Tables using the LIBNAME Statement | 00:00:00 | ||
| 4.4b- Activity | |||
| 4.4b- Activity | 00:00:00 | ||
| 4.4d- Exercise- using SAS Data Set Options with PROC SQL | |||
| 4.4d- Exercise- using SAS Data Set Options with PROC SQL | 00:00:00 | ||
| 4.5b- Activity answer | |||
| 4.5b- Activity answer | 00:00:00 | ||
| 4.5e- Activity | |||
| 4.5e- Activity | 00:00:00 | ||
| 4.6b- ACtivity | |||
| 4.6b- ACtivity | 00:00:00 | ||
| 4.6e- Activity | |||
| 4.6e- Activity | 00:00:00 | ||
| 4.6h- Activity | |||
| 4.6h- Activity | 00:00:00 | ||
| 4.6k- Activity | |||
| 4.6k- Activity | 00:00:00 | ||
| 4.6m- Exercise- Testing Implicit Joins on small Amounts of Data with the OBS= Option | |||
| 4.6m- Exercise- Testing Implicit Joins on small Amounts of Data with the OBS= Option | 00:00:00 | ||
| 4.6m- Exercise Solution- Testing Implicit Joins on small Amounts of Data with the OBS= Option | |||
| 4.6m- Exercise Solution- Testing Implicit Joins on small Amounts of Data with the OBS= Option | 00:00:00 | ||
| 4.7c- Exercise- Using an Alternative Test Method | |||
| 4.7c- Exercise- Using an Alternative Test Method | 00:00:00 | ||
| 4.7c- Exercise Solution- Using an Alternative Test Method | |||
| 4.7c- Exercise Solution- Using an Alternative Test Method | 00:00:00 | ||
| 4.8b- ACtivity | |||
| 4.8b- ACtivity | 00:00:00 | ||
| 4.8d- ACtivity | |||
| 4.8d- ACtivity | 00:00:00 | ||
| 4.8g- Exercise- Using PROC TABULATE as an IN- Database Procedure | |||
| 4.8g- Exercise- Using PROC TABULATE as an IN- Database Procedure | 00:00:00 | ||
| 4.8g- Exercise Solution- Using PROC TABULATE as an IN- Database Procedure | |||
| 4.8g- Exercise Solution- Using PROC TABULATE as an IN- Database Procedure | 00:00:00 | ||
| 4.8i- Exercise- Using PROC REPORT as an IN- Database Procedure | |||
| 4.8i- Exercise- Using PROC REPORT as an IN- Database Procedure | 00:00:00 | ||
| 4.8i- Exercise Solution- Using PROC REPORT as an IN- Database Procedure | |||
| 4.8i- Exercise Solution- Using PROC REPORT as an IN- Database Procedure | 00:00:00 | ||
| 6.1b- Objectives | |||
| 6.1b- Objectives | 00:00:00 | ||
| Appendix A- WordCount MapReduce Program File | |||
| Appendix A- WordCount MapReduce Program File | 00:00:00 | ||
| Appendix B- Additional SAS Technologies for Hadoop File | |||
| Appendix B- Additional SAS Technologies for Hadoop File | 00:00:00 | ||
| Course Notes- Introduction to SAS and Hadoop Essentials | |||
| Course Notes- Introduction to SAS and Hadoop Essentials | 00:00:00 | ||
| 2.3e-Question | |||
| 2.3e-Question | 00:00:00 | ||
| 2.3h- Activity | |||
| 2.3h- Activity | 00:00:00 | ||
| 3.5m- Activity Answer | |||
| 3.5m- Activity Answer | 00:00:00 | ||
| 4.2f- Activity | |||
| 4.2f- Activity | 00:00:00 | ||
| 4.3b- Activity | |||
| 4.3b- Activity | 00:00:00 | ||
| 4.4d- Exercise Solution- using SAS Data Set Options with PROC SQL | |||
| 4.4d- Exercise Solution- using SAS Data Set Options with PROC SQL | 00:00:00 | ||
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