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Data Engineering for Beginners with Python and SQL

سرفصل های دوره

From Novice to Data Engineer: Master Python and SQL for Data Processing

1. Python Basics For Data Engineers

1. Welcome!

2. Getting Started

3. Data Types

4. Strings.html

5. Integers.html

6. Conditional Statements

7. Lists

8. Exploring Lists in Python.html

9. Functions

10. Find the Maximum.html

11. Basic String Manipulation.html

12. Even or Odd.html

13. Calculate the Factorial.html

14. Loops

15. Tuples

16. Sets.html

17. Find Unique Elements.html

18. Reverse a String.html

19. Calculate Sum of Digits.html

20. Check Palindrome.html

21. Fibonacci Series.html

22. Find the Nth Fibonacci Number.html

23. Check for Prime Numbers.html

24. Count Primes.html

25. Calculate Average.html

26. Count Occurrences in a List.html

27. Find the Missing Number.html

28. Find Common Elements in Two Lists.html

29. Remove Duplicates from a List.html

30. Count Occurrences of a Word.html

31. Check Balanced Parentheses.html

32. OOP Basics

33. Introduction to Object-Oriented Programming (OOP).html

34. Find the Maximum Class Edition.html

35. Implement a Stack.html

36. Implement a Queue.html

37. Find The Closest Number.html

38. Find the Longest Consecutive Subsequence.html

39. Merge Sorted Lists.html

40. Jupyter Notebook

41. Pandas Introduction

42. Data Manipulation.html

43. Interview Prep Data Manipulation (Hard).html

2. SQL and Databases

1. Install Postgres

2. Relational Database Management Systems (RDBMS).html

3.1 create users.zip

3. SQL Fundamentals

4. SELECT and WHERE.html

5. User Count Above 50.html

6. Order Analysis.html

7. Employee Database Query.html

8. Sales Analysis.html

9. WITH statement.html

10. Employee Salary Analysis.html

11. UNION and UNION ALL.html

12. Product Inventory Analysis.html

13. Customer Purchase Analysis.html

14. Order Analysis.html

15. Student Grades Analysis.html

16. Product Category Analysis.html

17. Order Date Analysis.html

18. NoSQL Databases.html

3. API Usage

1. What is an API.html

2. GET Request.html

3. POST Request.html

4. Postman

5. Extract Data

6. Interview Prep ETL.html

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تولید کننده: Udemy