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Data Science & Statistics
FAANG-ready Data Engineer (Entry Level)
FAANG-ready Data Engineer (Entry Level)
Curriculum
3 Sections
21 Lessons
8 Weeks
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SQL Fundamentals
6
1.1
Understanding Relational Databases
1.2
Basic SQL Commands: SELECT, FROM, WHERE
1.3
Filtering Data with WHERE Clause
1.4
Sorting and Grouping Data: ORDER BY, GROUP BY
1.5
Joins: INNER JOIN, LEFT JOIN, RIGHT JOIN
1.6
Aggregating Data: SUM, AVG, COUNT
Python Basics for Data Engineering
9
2.1
Introduction to Python Programming
2.2
Data Structures: Lists, Tuples, Dictionaries
2.3
Control Flow: Conditionals and Loops
2.4
Functions and Modules
2.5
File Handling and Input/Output Operations
2.6
Error Handling and Exception
2.7
Introduction to Algorithms and Problem Solving
2.8
Array Manipulation and String Operations
2.9
Recursion and Iteration Techniques
Introduction to PySpark
6
3.1
Understanding PySpark
3.2
Setting up PySpark Environment
3.3
Introduction to SparkSession and DataFrame
3.4
Reading and Writing Data in PySpark
3.5
Data Transformation and Manipulation: Filtering, Sorting, Aggregating
3.6
Working with Spark SQL: SQL Queries in PySpark
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