Python | Python Projects & Quizzes for Python Data Science

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Python | Python Programming Language with hands-on Python projects & quizzes, Python for Data Science & Machine Learning

1. Installations

1. Installing Anaconda Distribution for Windows

2. Installing Anaconda Distribution for MacOs

3. Installing Anaconda Distribution for Linux

4. Reviewing The Jupyter Notebook

5. Reviewing The Jupyter Lab

6. Installing PyCharm IDE for Windows

7. Installing PyCharm IDE for Mac

2. First Step to Coding

1. Python Introduction

2. Project Files.html

3. FAQ regarding Python.html

4. First Step to Coding

5. Using Quotation Marks in Python Coding

6. How Should the Coding Form and Style Be (Pep8)

7. Quiz.html

3. Basic Operations with Python

1. Introduction to Basic Data Structures in Python

2. Performing Assignment to Variables

3. Performing Complex Assignment to Variables

4. Type Conversion

5. Arithmetic Operations in Python

6. Examining the Print Function in Depth

7. Escape Sequence Operations

8. Quiz.html

4. Boolean Data Type in Python Programming Language

1. Boolean Logic Expressions

2. Order Of Operations In Boolean Operators

3. Practice with Python

4. Quiz.html

5. String Data Type in Python Programming Language

1. Examining Strings Specifically

2. Accessing Length Information (Len Method)

3. Search Method In Strings Startswith(), Endswith()

4. Character Change Method In Strings Replace()

5. Spelling Substitution Methods in String

6. Character Clipping Methods in String

7. Indexing and Slicing Character String

8. Complex Indexing and Slicing Operations

9. String Formatting with Arithmetic Operations

10. String Formatting With % Operator

11. String Formatting With String.Format Method

12. String Formatting With f-string Method

13. Quiz.html

6. List Data Structure in Python Programming Language

1. Creation of List

2. Reaching List Elements Indexing and Slicing

3. Adding & Modifying & Deleting Elements of List

4. Adding and Deleting by Methods

5. Adding and Deleting by Index

6. Other List Methods

7. Quiz.html

7. Tuple Data Structure in Python Programming Language

1. Creation of Tuple

2. Reaching Tuple Elements Indexing And Slicing

3. Quiz.html

8. Dictionary Data Structure in Python Programming Language

1. Creation of Dictionary

2. Reaching Dictionary Elements

3. Adding & Changing & Deleting Elements in Dictionary

4. Dictionary Methods

5. Quiz.html

9. Set Data Structure in Python Programming Language

1. Creation of Set

2. Adding & Removing Elements Methods in Sets

3. Difference Operation Methods In Sets

4. Intersection & Union Methods In Sets

5. Asking Questions to Sets with Methods

6. Quiz.html

10. Conditional Expressions in Python Programming Language

1. Comparison Operators

2. Structure of if Statements

3. Structure of if-else Statements

4. Structure of if-elif-else Statements

5. Structure of Nested if-elif-else Statements

6. Coordinated Programming with IF and INPUT

7. Ternary Condition

8. Quiz.html

11. For Loop in Python Programming Language

1. For Loop in Python

2. For Loop in Python(Reinforcing the Topic)

3. Using Conditional Expressions and For Loop Together

4. Continue Command

5. Break Command

6. List Comprehension

7. Quiz.html

12. While Loop in Python Programming Language

1. While Loop in Python

2. While Loops in Python Reinforcing the Topic

3. Quiz.html

13. Functions in Python Programming Language

1. Getting know to the Functions

2. How to Write Function

3. Return Expression in Functions

4. Writing Functions with Multiple Argument

5. Writing Docstring in Functions

6. Using Functions and Conditional Expressions Together

7. Quiz.html

14. Arguments And Parameters in Python Programming Language

1. Arguments and Parameters

2. High Level Operations with Arguments

3. Quiz.html

15. Most Used Functions in Python Programming Language

1. all(), any() Functions

2. map() Function

3. filter() Function

4. zip() Function

5. enumerate() Function

6. max(), min() Functions

7. sum() Function

8. round() Function

9. Lambda Function

10. Quiz.html

16. Class Structure in Python Programming Language

1. Local and Global Variables

2. Features of Class

3. Instantiation of Class

4. Attribute of Instantiation

5. Write Function in the Class

6. Inheritance Structure

17. OOP

1. OOP Logic of OOP

2. OOP Constructor

3. OOP Methods

4. OOP Inheritance

5. OOP Overriding and Overloading

18. Python Marathon Projects

1. Example E-mail Generator

2. Example BMI Calculator

3. Example Tip Calculator

4. Example Bottle Deposits

5. Example Name The Shape

6. Example Admission Price

7. Example Note to Frequency

8. Example Frequency to Note

9. Example Parity Bits

10. Example Reduce a Fraction to Lowest Terms

11. Example Two Dice Simulation

12. Example String Edit Distance

13. Example Run-Length Encoding

14. Example Caesar Cipher

15. Example Number Guessing Game

16. Example Login Controller

17. Example Password Generator

18. Example Sorted Order

19. Example Fibonacci

20. Example Team Builder

21. Example Finding Prime Number

22. Example Word Counter

23. Example Overlap

24. Example Perfect Number Finder

25. Example Playing Card

26. Example The Sieve of Eratosthenes

27. Example Anagrams

28. Example Roulette Game

29. Example Bingo Card

30. Example Rock Paper Scissors

31. Example Remote Controller

19. Extra

1. Python Python Projects & Quizzes for Python Data Science.html

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