Filename | Size | Filetype |
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Lynda - Scala Essential Training for Data Science | 191.1 MB | Folder |
| 00. Introduction/01. Welcome.mp4 | 3.6 MB | Multimedia File |
| 00. Introduction/02. What you should know.mp4 | 1.3 MB | Multimedia File |
| 00. Introduction/03. Using the exercise files.mp4 | 1007.5 KB | Multimedia File |
| 01. Introduction to Scala/01. The advantages of Scala for data science.mp4 | 4.7 MB | Multimedia File |
| 01. Introduction to Scala/02. Installing Scala.mp4 | 4.2 MB | Multimedia File |
| 01. Introduction to Scala/03. Scala data types.mp4 | 7.1 MB | Multimedia File |
| 01. Introduction to Scala/04. Scala collections.mp4 | 1.8 MB | Multimedia File |
| 01. Introduction to Scala/05. Scala sets Scala arrays, vectors, and ranges.mp4 | 8.9 MB | Multimedia File |
| 01. Introduction to Scala/06. Scala maps.mp4 | 6.3 MB | Multimedia File |
| 01. Introduction to Scala/07. Scala expressions.mp4 | 4.9 MB | Multimedia File |
| 01. Introduction to Scala/08. Scala functions.mp4 | 3.8 MB | Multimedia File |
| 01. Introduction to Scala/09. Scala objects.mp4 | 11.6 MB | Multimedia File |
| 02. Parallel Processing in Scala/01. Advantages of parallel collections.mp4 | 5.9 MB | Multimedia File |
| 02. Parallel Processing in Scala/02. Creating parallel collections.mp4 | 4.8 MB | Multimedia File |
| 02. Parallel Processing in Scala/03. Mapping functions over parallel collections.mp4 | 6.1 MB | Multimedia File |
| 02. Parallel Processing in Scala/04. Filtering parallel collections.mp4 | 7 MB | Multimedia File |
| 02. Parallel Processing in Scala/05. When and when not to use parallel collections.mp4 | 2.5 MB | Multimedia File |
| 03. Using SQL in Scala/01. Installing PostgreSQL.mp4 | 3.5 MB | Multimedia File |
| 03. Using SQL in Scala/02. Loading data into PostgreSQL.mp4 | 4 MB | Multimedia File |
| 03. Using SQL in Scala/03. Connecting to PostgreSQL.mp4 | 6.9 MB | Multimedia File |
| 03. Using SQL in Scala/04. Querying with SQL strings.mp4 | 5.4 MB | Multimedia File |
| 03. Using SQL in Scala/05. Querying with prepared statements.mp4 | 6.1 MB | Multimedia File |
| 03. Using SQL in Scala/06. Summary of SQL in Scala.mp4 | 1.2 MB | Multimedia File |
| 04. Scala and Sparks RDDs/01. Introduction to Spark.mp4 | 3 MB | Multimedia File |
| 04. Scala and Sparks RDDs/02. Installing Spark.mp4 | 4 MB | Multimedia File |
| 04. Scala and Sparks RDDs/03. Getting Started with Spark RDDs.mp4 | 7.9 MB | Multimedia File |
| 04. Scala and Sparks RDDs/04. Mapping Functions over RDDs.mp4 | 13.6 MB | Multimedia File |
| 04. Scala and Sparks RDDs/05. Statistics over RDDs.mp4 | 16 MB | Multimedia File |
| 04. Scala and Sparks RDDs/06. Summary of Scala and Spark RDDs.mp4 | 707.9 KB | Multimedia File |
| 05. Scala and Spark DataFrames/01. Creating DataFrames.mp4 | 9 MB | Multimedia File |
| 05. Scala and Spark DataFrames/02. Grouping and filtering on DataFrames.mp4 | 9.4 MB | Multimedia File |
| 05. Scala and Spark DataFrames/03. Joining DataFrames.mp4 | 5.8 MB | Multimedia File |
| 05. Scala and Spark DataFrames/04. Working with JSON files.mp4 | 4.2 MB | Multimedia File |
| 05. Scala and Spark DataFrames/05. Summary of Scala and Spark DataFrames.mp4 | 1 MB | Multimedia File |
| 06. Conclusion/01. Review of Scala for data science.mp4 | 3.6 MB | Multimedia File |
| Exercise Files/Chapter 3/03_02/emps.sql | 122.4 KB | |
| Exercise Files/Chapter 5/05_01/country_region.txt | 203 B | Text File |
| Exercise Files/Chapter 5/05_01/dept_div.txt | 543 B | Text File |
| Exercise Files/Chapter 5/05_01/employee.txt | 93.8 KB | Text File |
| Exercise Files/Chapter 5/05_04/dept_div.json | 1.4 KB | |
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