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[FreeCoursesOnline.Me] PacktPub - Apache Spark 3 for Data Engineering and Analytics with Python

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[0] Chapter 1 _ Introduction to Spark and Installation/[0] Introduction.mp4
47 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[10] MacOS - PySpark Installation.mp4
32 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[11] MacOS - Testing the Spark Installation.mp4
25 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[12] Install Jupyter Notebooks.mp4
32 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[13] The Spark Web UI.mp4
53 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[14] Section Summary.mp4
14 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[1] The Spark Architecture.mp4
32 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[2] The Spark Unified Stack.mp4
33 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[3] Java Installation.mp4
24 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[4] Hadoop Installation.mp4
23 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[5] Python Installation.mp4
15 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[6] PySpark Installation.mp4
42 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[7] Install Microsoft Build Tools.mp4
11 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[8] MacOS - Java Installation.mp4
21 MB
[0] Chapter 1 _ Introduction to Spark and Installation/[9] MacOS - Python Installation.mp4
23 MB
[1] Chapter 2 _ Spark Execution Concepts/[15] Section Introduction.mp4
12 MB
[1] Chapter 2 _ Spark Execution Concepts/[16] Spark Application and Session.mp4
23 MB
[1] Chapter 2 _ Spark Execution Concepts/[17] Spark Transformations and Actions Part 1.mp4
37 MB
[1] Chapter 2 _ Spark Execution Concepts/[18] Spark Transformations and Actions Part 2.mp4
21 MB
[1] Chapter 2 _ Spark Execution Concepts/[19] DAG Visualisation.mp4
29 MB
[2] Chapter 3 _ RDD Crash Course/[20] Introduction to RDDs.mp4
38 MB
[2] Chapter 3 _ RDD Crash Course/[21] Data Preparation.mp4
17 MB
[2] Chapter 3 _ RDD Crash Course/[22] Distinct and Filter Transformations.mp4
20 MB
[2] Chapter 3 _ RDD Crash Course/[23] Map and Flat Map Transformations.mp4
22 MB
[2] Chapter 3 _ RDD Crash Course/[24] SortByKey Transformations.mp4
22 MB
[2] Chapter 3 _ RDD Crash Course/[25] RDD Actions.mp4
28 MB
[2] Chapter 3 _ RDD Crash Course/[26] Challenge - Convert Fahrenheit to Centigrade.mp4
29 MB
[2] Chapter 3 _ RDD Crash Course/[27] Challenge - XYZ Research.mp4
18 MB
[2] Chapter 3 _ RDD Crash Course/[28] Challenge - XYZ Research Part 1.mp4
25 MB
[2] Chapter 3 _ RDD Crash Course/[29] Challenge XYZ Research Part 2.mp4
15 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[30] Structured APIs Introduction.mp4
47 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[31] Preparing the Project Folder.mp4
25 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[32] PySpark DataFrame, Schema, and DataTypes.mp4
27 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[33] DataFrame Reader and Writer.mp4
37 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[34] Challenge Part 1 – Brief.mp4
38 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[35] Challenge Part 1 - Data Preparation.mp4
26 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[36] Working with Structured Operations.mp4
45 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[37] Managing Performance Errors.mp4
26 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[38] Reading a JSON File.mp4
39 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[39] Columns and Expressions.mp4
36 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[40] Filter and Where Conditions.mp4
33 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[41] Distinct Drop Duplicates Order By.mp4
21 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[42] Rows and Union.mp4
27 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[43] Adding, Renaming, and Dropping Columns.mp4
28 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[44] Working with Missing or Bad Data.mp4
30 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[45] Working with User-Defined Functions.mp4
22 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[46] Challenge Part 2 – Brief.mp4
58 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[47] Challenge Part 2 - Remove Null Row and Bad Records.mp4
38 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[48] Challenge Part 2 - Get the City and State.mp4
39 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[49] Challenge Part 2 - Rearrange the Schema.mp4
47 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[50] Challenge Part 2 - Write Partitioned DataFrame to Parquet.mp4
36 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[51] Aggregations.mp4
8.2 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[52] Aggregations - Setting Up Flight Summary Data.mp4
22 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[53] Aggregations - Count and Count Distinct.mp4
24 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[54] Aggregations - Min Max Sum SumDistinct AVG.mp4
22 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[55] Aggregations with Grouping.mp4
26 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[56] Challenge Part 3 – Brief.mp4
31 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[57] Challenge Part 3 - Prepare 2019 Data.mp4
22 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[58] Challenge Part 3 - Q1 Get the Best Sales Month.mp4
34 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[59] Challenge Part 3 - Q2 Get the City that Sold the Most Products.mp4
19 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[60] Challenge Part 3 - Q3 When to Advertise.mp4
39 MB
[3] Chapter 4 _ Structured API - Spark DataFrame/[61] Challenge Part 3 - Q4 Products Bought Together.mp4
43 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[62] Introduction to DataBricks.mp4
22 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[63] Spark SQL Introduction.mp4
23 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[64] Register Account on Databricks.mp4
11 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[65] Create a Databricks Cluster.mp4
12 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[66] Creating our First 2 Databricks Notebooks.mp4
13 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[67] Reading CSV Files into DataFrame.mp4
34 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[68] Creating a Database and Table.mp4
36 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[69] Inserting Records into a Table.mp4
34 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[70] Exposing Bad Records.mp4
19 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[71] Figuring out How to Remove Bad Records.mp4
15 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[72] Extract the City and State.mp4
30 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[73] Inserting Records to Final Sales Table.mp4
53 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[74] What was the Best Month in Sales_.mp4
26 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[75] Get the City that Sold the Most Products.mp4
7.6 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[76] Get the Right Time to Advertise.mp4
12 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[77] Get the Most Products Sold Together.mp4
25 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[78] Create a Dashboard.mp4
12 MB
[4] Chapter 5 _ Introduction to Spark SQL and Databricks/[79] Summary.mp4
30 MB