[ WebToolTip.com ] Apache Spark for Data Engineering - Hands-On with PySpark

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction & Course Overview/1. Welcome to the Course.mp4

35 MB

~Get Your Files Here !/1 - Introduction & Course Overview/2. Spark vs Other Tools (Pandas, SQL, etc.).mp4

34 MB

~Get Your Files Here !/1 - Introduction & Course Overview/3. Working environment and Databricks.mp4

32 MB

~Get Your Files Here !/1 - Introduction & Course Overview/4. How to Ask Questions and Get Help.html

6.9 kB

~Get Your Files Here !/1 - Introduction & Course Overview/5. Summary & Next Steps.mp4

29 MB

~Get Your Files Here !/2 - Apache Spark Fundamentals/10. Spark SQL.mp4

52 MB

~Get Your Files Here !/2 - Apache Spark Fundamentals/6. What Is Apache Spark.mp4

44 MB

~Get Your Files Here !/2 - Apache Spark Fundamentals/7. Spark Architecture Explained.mp4

44 MB

~Get Your Files Here !/2 - Apache Spark Fundamentals/8. SparkSession & SparkContext.mp4

42 MB

~Get Your Files Here !/2 - Apache Spark Fundamentals/9. Spark APIs DataFrames.mp4

65 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/11. Creating a Spark Session.mp4

54 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/12. Reading Data with Spark.mp4

104 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/12. transactions.csv

4.2 kB

~Get Your Files Here !/3 - Creating Your First DataFrame/13. Understanding Schemas and Data Types.mp4

145 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/14. Selecting and Filtering Data.mp4

97 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/15. Adding and Modifying Columns.mp4

92 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/16. Aggregations and GroupBy.mp4

165 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/17. Sorting and Handling Null Values.mp4

88 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/18. Joins in Spark DataFrames.mp4

84 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/19. Writing Data with Spark.mp4

176 MB

~Get Your Files Here !/3 - Creating Your First DataFrame/20. Spark SQL in Practice.mp4

63 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/21. Project Description.html

9.0 kB

~Get Your Files Here !/4 - Real-World Data Engineering Project/22. Project Overview & Business Context.mp4

78 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/23. Project Requirements & Pipeline Design.mp4

16 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/24. Centralized Configuration & Project Structure.mp4

170 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/25. Reading Raw Data with Explicit Schemas.mp4

83 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/26. Data Cleaning & Quality Rules.mp4

187 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/27. Logging & Data Quality Monitoring.mp4

108 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/28. Data Enrichment.mp4

123 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/29. Currency Conversion & Business Rules.mp4

131 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/30. Computing Business Metrics.mp4

100 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/31. Final Analytics & Production Readiness.mp4

77 MB

~Get Your Files Here !/4 - Real-World Data Engineering Project/32. Project Recap & Next Steps.mp4

34 MB

~Get Your Files Here !/5 - Spark Execution Model [Advanced]/33. [OPTIONNAL] Local Setup.html

8.2 kB

~Get Your Files Here !/5 - Spark Execution Model [Advanced]/34. Lazy Evaluation Transformations vs Actions.mp4

141 MB

~Get Your Files Here !/5 - Spark Execution Model [Advanced]/35. From Code to Execution What Is a Spark Job.mp4

55 MB

~Get Your Files Here !/5 - Spark Execution Model [Advanced]/36. Tasks How Work Is Parallelized.mp4

72 MB

~Get Your Files Here !/5 - Spark Execution Model [Advanced]/37. Stages Explained Why Shuffles Change Everything.mp4

109 MB

~Get Your Files Here !/5 - Spark Execution Model [Advanced]/38. Narrow vs Wide Transformations in Apache Spark.mp4

64 MB

~Get Your Files Here !/6 - Wrap-Up & Career Path/39. What You Can Confidently Do After This Course.mp4

44 MB

~Get Your Files Here !/Bonus Resources.txt

70 B