Python and R – Scratch to Super developer

سرفصل های دوره

Become Pro in Both

1. Introduction

1. Introduction

2. [Python] Set up and Installation

1. What is IDE

2. How to install PyCharm

3. [Python] Print Output

1. Print output

2. How to print output -Example

3. Quick Summary on Prints

4. [Python] Variables

1. What is Variable

2. Variables example

3. Quick Summary On Variables

5. [Python] Data Types

1. What is data types

2. What is Int

3. Int example

4. What is Float

5. Float example

6. What is indexing and how it works

7. What is string

8. String example

9. More on Strings

10. What is String Concatenation & Example

11. What is Boolean

12. Boolean example

13. Negating Boolean

14. What is List

15. Lists example

16. More on Int List

17. More on string List

18. What is Slicing of List

19. Slicing and Reading Lists

20. What is Tuples

21. Tuples example

22. More on tuples

23. What is slicing of tuple

24. Reading and Slicing Tuple

25. What is sets

26. Sets example

27. More on Sets

28. What is dictionary

29. Dictionary example

30. More on Dictionaries

31. What is None Type

32. None Type Example

33. Quick Summary on Data types

6. [Python] String format

1. What is String format

2. String format using format example

3. String format using Percentage(%) Operator example

4. String format using f-strings example

5. Quick Summary on String format

7. [Python] Inputs

1. What is Inputs

2. Inputs example

3. Multiple inputs example

4. Quick summary on inputs

8. [Python] Comments

1. What is Comment

2. Comments example

3. Quick Summary on Comments

9. [Python] Casting & Type conversions

1. What is Casting & Type conversion

2. Converting string and float to Int

3. Converting string and int to float

4. Converting int and float To string

5. Converting inputs

6. Quick summary on Casting & Type Conversion

10. [Python] Operators

1. What is operator

2. What is Arithmetic Operators

3. Arithmetic Operators example

4. What Is Augmented Assignment Operators

5. Augmented Assignment Operators example

6. What is Comparison Operators

7. Comparison Operators example

8. What is Logical Operators

9. Logical Operators example

10. What is Membership Operators

11. Membership Operators example

12. What is Identity Operators

13. Identity Operators Example

14. Quick Summary on Operators

11. [Python] If-Else statement

1. What is If else statement

2. What is indentation

3. If statement example

4. If Else statement example

5. If-elif-else statement example

6. Pass statement

7. Program to Print Grades based on user input

8. What is if else short hand

9. If-else Shorthand example

10. Quick summary on If else

12. [Python] Calculator

1. Planning of Calculator Code

2. Developing calculator

3. Quick Summary Calculator

13. [Python] Loops

1. What is loop

2. What is For loop

3. For loop example

4. For loop using Range example

5. For loop using string

6. For loop using list example

7. For loop using tuple example

8. For Loop using Dictionary example

9. More on for loop

10. What is while loop

11. While loop example

12. While loop through string example

13. While loop through range example

14. While loop through list example

15. While loop through tuple example

16. While loop through Dictionary example

17. More on while loop

18. Quick Summary on Loops

14. [Python] Functions

1. What is Function

2. Functions example

3. What is function with parameters

4. Parameters vs arguments

5. Function with parameters examples

6. Whats Default parameters

7. Default parameters example

8. Whats is Keyword arguments

9. Keyword argument example

10. What is Arbitrary arguments

11. Arbitrary arguments example

12. What is Arbitrary keyword arguments

13. Arbitrary keyword arguments example

14. How to Pass objects as arguments

15. Passing objects as arguments example

16. Function with return value

17. Function with return value example

18. What is Lambda Function

19. Lambda function example

20. Quick Summary on Functions

15. [Python] Scope

1. What is Scope

2. Scope example

3. Quick Summary on scope

16. [Python] Exception Handling

1. What is Try - Except

2. Try - Except example

3. Try - Except complete block example

4. Quick Summary on Try-Except

17. [Python] Classes and object

1. What is a Class

2. How to Create class

3. Accessing class members through class itself

4. What is an object

5. Why objects is necessary example

6. How to Create an object

7. Accessing class attributes through objects

8. Accessing class methods through objects

9. What is init

10. Init example

11. Init with additional Method example

12. Quick summary on Classes & Objects

18. [Python] Inheritance

1. What is Inheritance

2. Inheritance example

3. Quick summary on Inheritance

19. [Python] Polymorphism

1. What is Polymorphism

2. Polymorphism example

3. Polymorphism using Operator

4. Polymorphism Implementation

5. Quick Summary on Polymorphism

20. [Python] Module

1. What is Module

2. Developing our own module

3. Exploring random module

4. Quick summary on modules

21. [Python] Imports

1. What are various forms of import

2. Various Import forms example

3. Quick summary on Import

22. [Python] Naming conventions

1. Naming conventions

23. [R] Setup

1. How to install

24. [R] Display Output

1. Whats print

2. Print Example

25. [R] Variables

1. What is Variables

2. Variables Example

3. Concatenation example

26. [R] Data Types

1. What is Data types

2. What is Numeric

3. Numeric Example

4. What is integer

5. Integer example

6. What is complex

7. Complex Example

8. What is string or Character Vector or Character

9. String or Character Vector or Character example

10. More on String example

11. What is string formatting

12. String formatting Example

13. What is Boolean or Logical

14. Logical Or Boolean Example

27. [R] Comments

1. Whats comments

2. Comment example

28. [R] Inputs

1. What is inputs

2. Inputs example

29. [R] Type Casting

1. What is type casting

2. Converting integer and numeric To character

3. Converting character and Numeric to integer

4. Converting character and integer to Numeric

5. Converting inputs

30. [R] Operators

1. Whats Operators

2. Whats Arithmetic operators

3. Arithmetic operators example

4. Whats Assignment operators

5. Assignment operators example

6. Whats Comparison operators

7. Comparison operators example

8. Whats Logical operators

9. Logical operators example

31. [R] Control Flow Statements

1. What is if-else statements

2. If-else example

3. If-elseif-else example

4. What is switch

5. Switch example

32. [R] Calculator

1. Calculator design

2. Developing calculator

33. [R] Data Structures

1. What Is Vectors

2. Vectors Example

3. More on Vectors

4. What is Lists

5. Lists Example

6. More On list

7. What is Matrices

8. Matrices Example

9. More on matrices

10. What is Arrays

11. Arrays Example

12. More on Arrays

13. What is data frames

14. Data Frames Example

15. More on Data Frames

16. What is Factors

17. Factors example

18. More on Factors example

34. [R] Loops

1. What is Loops

2. Whats For Loop

3. For Loop example

4. More on For loop example

5. Whats While loop

6. While loop example

7. More while loop examples

35. [R]Functions

1. What is functions

2. Functions example

3. What is functions with parameters

4. Parameter vs arguments

5. Function with parameter example

6. What is default parameter

7. Default parameter example

8. Whats function return value

9. Function with return value example

36. [R] Scope

1. Whats scope

2. Scope Example

37. [R] Data Visualization

1. What is Plot

2. Plot Example

3. What is line

4. Line example

5. What is pie chart

6. Pie chart example

7. What is bars

8. Bars example

38. [R] Statistics

1. Statistics intro

2. What is dataset

3. Data set example

4. What is summary

5. Summary example

6. Min & Max

7. Whats Mean

8. Mean Example

9. Whats Median

10. Median Example

11. Whats standard deviation

12. Standard Deviation example

13. Whats mode

14. Mode example

15. Whats Percentile

16. Percentile Example

39. [R] Naming Convention

1. Naming conventions

40. Thank You!

1. Thank You!

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