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23 Sections
154 Lessons
10 Weeks
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Introduction
1
1.1
Intro
Get Started With Python
11
2.1
1. What is Python
2.2
2. Installing Python
2.3
3. Python Interpretore
2.4
4. Code Editor
2.5
5. Your First Python Program
2.6
6. Python Extentions p
2.7
7. Formatting Python Code
2.8
8. Running Python Code
2.9
9. Python Implementation
2.10
10. How Python Code is Executed
2.11
11. Quiz
10 Minutes
0 Questions
Primitive Types
10
3.1
1. Variables
3.2
2. Variable Names
3.3
3. Strings
3.4
4. Escape Sequences
3.5
5. Formatted Strings
3.6
6. String Methods
3.7
7. Numbers
3.8
8. Working With Numbers
3.9
9. Type Conversion
3.10
10. Quiz
10 Minutes
0 Questions
Control Flow
14
4.1
1. Comparison Operators
4.2
2. Conditional Statements
4.3
3. Ternary Operator
4.4
4. Logical Operator
4.5
5. Short-Circiit Evaluation
4.6
6. Chaining Comparison Operator
4.7
7. Quiz
10 Minutes
0 Questions
4.8
8. For Loops
4.9
9. ForโฆElse
4.10
10. Nested Loops
4.11
11. Iterables
4.12
12. While Loop
4.13
13. Infinite Loop
4.14
14. Excercise
Functions
13
5.1
1. Defining Functions
5.2
2. Arguments
5.3
3. Type of Functions
5.4
4. Keyword Arguments
5.5
5. Default Argument
5.6
6. xargs
5.7
7. Xxargs
5.8
8. Scope
5.9
9. Debuggin
5.10
10. VSCode Coding Tricks โ Windows
5.11
11. VSCode Coding Tricks โ Mac
5.12
12. Exercise
5.13
13. Solution
Data Structures
23
6.1
1. Lists
6.2
2. Accessing Items
6.3
3. List Unpacking
6.4
4. Loop Over Lists
6.5
5. Adding Or Removing Items
6.6
6. Finding Items
6.7
7. Shorting Lists
6.8
8. Lambda Functions
6.9
9. Map Function
6.10
10. Filter Function
6.11
11. List Comprehensions
6.12
12. Zip Function
6.13
13. Stacks
6.14
14. Queuse
6.15
15. Tuples
6.16
16. Swapping Variables
6.17
17. Arrays
6.18
18. Sets
6.19
19. Dictionaries
6.20
20. Dictionary Comprehensions
6.21
21. Generator Expressions
6.22
22. Unpacking Operator
6.23
23. Exercise
Exceptions
7
7.1
1. Exceptions
7.2
2. Handling Exceptions
7.3
3. Handling Differen Exceptions
7.4
4. Cleaning Up
7.5
5. The With Statemenet
7.6
6. Raising Exceptions
7.7
7. Cost Of Raising Exceptions
Classes
22
8.1
1. Classes
8.2
2. Creating Classes
8.3
3. Constructors
8.4
4. Class vs Instance Attributes
8.5
5. Class Vs Instance Methods
8.6
6. Magic Methodes
8.7
7. Comparing Objects
8.8
8. Performing Arithmatic Operations
8.9
9. Making Custom Containers
8.10
10. Private Members
8.11
11. Properties
8.12
12. Inheritance
8.13
13. The Object Class
8.14
14. Method Overriding
8.15
15. Multi-Level Inheritance
8.16
16. Multi Inheritance
8.17
17. A Good Example of Inheritance
8.18
18. Abstract Base Classes
8.19
19. Polymorphism
8.20
20. Duck Typing
8.21
21. Extending Built-in Types
8.22
22. Data Classes
Modules
8
9.1
1. Creating Modules
9.2
2. Compiled Python Files
9.3
3. Module Search Path
9.4
4. Packages
9.5
5. Sub-packages
9.6
6. Intra-package References
9.7
7. The dir Function
9.8
8. Executing Modules as Scripts
Python Introduction
4
10.1
Introduction to Python
10.2
Introduction to Python
10.3
Install Python
10.4
Python First Program
Python Basics
3
11.1
Variables & Data Types
11.2
Operators
11.3
Input & Output
Python Control Statements
3
12.1
If Else
12.2
Loops
12.3
Break & Continue
Python Functions
3
13.1
Functions Basics
13.2
Parameters & Arguments
13.3
Lambda Functions
Python Data Structures
4
14.1
Lists
14.2
Tuples
14.3
Sets
14.4
Dictionary
Python Libraries Introduction
3
15.1
What is Libraries
15.2
Install Libraries
15.3
Import Libraries
NumPy for Data Analytics
4
16.1
NumPy Introduction
16.2
NumPy Arrays
16.3
NumPy Operations
16.4
NumPy Functions
Pandas for Data Analytics
5
17.1
Pandas Introduction
17.2
DataFrames
17.3
Series
17.4
Series
17.5
Read CSV / Excel
Data Cleaning
3
18.1
Missing Data
18.2
Duplicate Data
18.3
Data Formatting
Data Analysis
3
19.1
Data Filtering
19.2
Sorting Data
19.3
GroupBy
Data Visualization
3
20.1
Matplotlib
20.2
Seaborn
20.3
Charts
Excel + Python
3
21.1
Read Excel File
21.2
Export Excel
21.3
Automation
SQL + Python
3
22.1
Connect SQL Database
22.2
Fetch Data
22.3
Analyze SQL Data
Real-World Projects
4
23.1
Sales Data Analysis
23.2
Marketing Data Analysis
23.3
Student Data Analysis
23.4
Business Dashboard
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