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Udemy - Apache Spark and PySpark for Data Engineering and Big Data 2024-11
Course modified date: 6 Feb 2025
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Course content
Sections:
25
•
Activities:
0
•
Resources:
49
- 1 Spark Framework and PySpark Introduction
- 1 Part 1 Spark and its Components
- 2 Part 2 Spark and its Components
- 1 Part 1 Python Concepts for Big Data Data Types Data Structures
- 2 Part 2 Python Concepts for Big Data Data Types Data Structures
- 3 Part 3 Python Concepts for Big Data Data Types Data Structures
- 1 Part 1 Conditional Control Structure Loops Statement Comprehensions
- 2 Part 2 Conditional Control Structure Loops Statement Comprehensions
- 1 Part 1 Functions Maps Filters Reduce Lambda Expressions
- 2 Part 2 Functions Maps Filters Reduce Lambda Expressions
- 3 Part 3 Functions Maps Filters Reduce Lambda Expressions
- 1 Part 1 Modules and Packages their Methods and Attributes
- 2 Part 2 Modules and Packages their Methods and Attributes
- 3 Part 3 Modules and Packages their Methods and Attributes
- 1 Part 1 Data Analysis with NumPy and Pandas
- 2 Part 2 Data Analysis with NumPy and Pandas
- 3 Part 3 Data Analysis with NumPy and Pandas
- 4 Part 4 Data Analysis with NumPy and Pandas
- 5 Part 5 Data Analysis with NumPy and Pandas
- 1 Data Cleaning and Pre processing
- 1 Part 1 Visualizations with Matplotlib and Seaborn
- 2 Part 2 Visualizations with Matplotlib and Seaborn
- 3 Part 3 Visualizations with Matplotlib and Seaborn
- 1 Part 1 Machine Learning and Build ML Models
- 2 Part 2 Machine Learning and Build ML Models
- 3 Part 3 Machine Learning and Build ML Models
- 4 Part 4 Machine Learning and Build ML Models
- 1 Case Study in Education Domain
- 1 PySpark Architecture Framework and Processing Workflow
- 1 Part 1 PySpark Data Frames with various Operations
- 2 Part 2 PySpark Data Frames with various Operations
- 3 Part 3 PySpark Data Frames with various Operations
- 4 Part 4 PySpark Data Frames with various Operations
- 5 Part 5 PySpark Data Frames with various Operations
- 6 Part 6 PySpark Data Frames with various Operations
- 1 PySpark RDD and SQL Data Frames
- 1 Data Cleaning and Data Profiling with PySpark
- 1 Pyspark Data Handling with Domain Specific
- 1 Human Resources Data Operations JSON Mapping
- 2 Human Resources Data Operations Conditional Statements
- 1 Data Visualizations with PySpark
- 1 Machine Learning with PySpark MLlib
- 1 PySpark MLlib with Public Data Sources
- 1 PySpark MLlib with Supervised ML and Unsupervised ML
- 1 GraphX Component with GraphFrames Operations in PySpark
- 1 Part 1 Spark Streaming Component and its Functionalities in PySpark
- 2 Part 2 Spark Streaming Component and its Functionalities in PySpark
- 1 Spark Streamimg Component with Multiple Files in Directory
- 1 End to end Project of PySpark with the Components of Spark in Big Data