VIDEO TUTORIAL Data Engineering Essentials using SQL Python & PySpark - DVD

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VIDEO TUTORIAL Data Engineering Essentials using SQL, Python, and PySpark

di dalam keping DVD berisi:
1. Video Tutorial kualitas HD(Berbahasa inggris)
2. Subtitle
3. File pendukung lainnya

daftar modul (LIHAT SLIDE)

01 - Introduction to Data Engineering Essentials using SQL, Python, and PySpark
02 - Getting Started with SQL for Data Engineering
03 - Setup Tools for Data Engineering Essentials
04 - Setup Application Tables and Data in Postgres Data base
05 - Writing Basic SQL Queries
06 - Cumulative Aggregations and Ranking in SQL Queries
07 - SQL Troubleshooting and Debugging Guide
08 - Performance Tuning of SQL Queries
09 - Exercises for Basic SQL Queries
10 - Solutions for Basic SQL Queries
11 - Getting Started with Python
12 - Python Collections for Data Engineering
13 - Data Processing using Pandas Dataframe APIs
14 - Project 1 - File Format Converter using Python
15 - Project 2 - Files to Data base Loader
16 - Troubleshooting and Debugging Python Issues
17 - Performance Tuning of Python Applications
18 - Getting Started with GCP
19 - Overview of Big Data and Data Lakes
20 - Overview of Spark and Spark Architecture
21 - Setup Databricks Environment using GCP
22 - Basic Transformations using Spark SQL
23 - Create Delta Tables using Spark SQL
24 - Pre-Defined Functions in Spark SQL
25 - Setup Spark Metastore Tables for Basic Transformations
26 - Filtering Data using Spark SQL Queries
27 - Aggregations using Spark SQL Queries
28 - Joins using Spark SQL Queries
29 - Sorting using Spark SQL Queries
30 - Copy Query Results into Spark Metastore Tables
31 - Ranking using Spark SQL Windowing Functions
32 - Processing JSON like Data using Spark SQL
33 - Getting Started with Pyspark Data Frame APIs
34 - DST........