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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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