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Coding Python full data

Track :

Programming

Lessons no : 50

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What will you learn in this course?
  • Master Python syntax and data structures for efficient data analysis and manipulation
  • Apply Python libraries like Pandas, NumPy, and Matplotlib for data visualization and statistical analysis
  • Develop machine learning models using Python frameworks such as scikit-learn and TensorFlow
  • Implement data cleaning, preprocessing, and transformation techniques for real-world datasets
  • Create automated scripts to streamline data workflows and improve productivity
  • Utilize Python for web scraping and data extraction from online sources
  • Design and deploy data-driven applications using Python programming skills
  • Analyze large datasets to uncover insights and support decision-making processes
  • Troubleshoot and debug Python code effectively in data projects
  • Integrate Python with databases for seamless data storage and retrieval
  • Build predictive models and evaluate their performance with Python tools
  • Apply best practices for coding, documentation, and version control in data projects

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Lessons | 50
Introduction to Python Programming
00:07:28

Introduction to Python Programming
The Definition of Python
00:12:55

The Definition of Python
What is a Compiler
00:13:48

What is a Compiler
What is an Interpreter
00:08:54

What is an Interpreter
Compiled vs Interpreted Languages
00:11:47

Compiled vs Interpreted Languages
Is Python Compiled or Interpreted
00:14:24

Is Python Compiled or Interpreted
Python and Visual Studio Code Installation
00:11:49

Python and Visual Studio Code Installation
Indentation in Python Part 1
00:11:42

Indentation in Python Part 1
Indentation in Python Part 2
00:12:03

Indentation in Python Part 2
Understanding Arithmetic Operators through REPL in Python
00:13:19

Understanding Arithmetic Operators through REPL in Python
Basic Data Types in Python Part 1
00:16:20

Basic Data Types in Python Part 1
Basic Data Types in Python Part 2
00:07:28

Basic Data Types in Python Part 2
Variables in Python
00:13:09

Variables in Python
Variable Naming Conventions in Python
00:09:51

Variable Naming Conventions in Python
Variables as Labels in Python
00:11:08

Variables as Labels in Python
Strings in Python
00:12:13

Strings in Python
Accessing String Characters in Python
00:12:25

Accessing String Characters in Python
String Operators in Python Part 1
00:09:54

String Operators in Python Part 1
String Operators in Python Part 2
00:13:16

String Operators in Python Part 2
String Operators in Python Part 3
00:15:13

String Operators in Python Part 3
String Slicing in Python Part 1
00:16:56

String Slicing in Python Part 1
String Slicing in Python Part 2
00:14:46

String Slicing in Python Part 2
String Formatting in Python Part 1
00:23:05

String Formatting in Python Part 1
String Formatting in Python Part 2
00:19:26

String Formatting in Python Part 2
String Methods in Python Part 1
00:08:48

String Methods in Python Part 1
String Methods in Python Part 2
00:13:57

String Methods in Python Part 2
String Methods in Python Part 3
00:10:42

String Methods in Python Part 3
String Methods in Python Part 4
00:11:42

String Methods in Python Part 4
String Methods in Python Part 5
00:08:29

String Methods in Python Part 5
String Methods in Python Part 6
00:09:16

String Methods in Python Part 6
String Methods in Python Part 7
00:11:31

String Methods in Python Part 7
String Methods in Python Part 8
00:08:20

String Methods in Python Part 8
Implicit Type Conversion in Python
00:12:42

Implicit Type Conversion in Python
Explicit Type Conversion in Python Part 1
00:11:28

Explicit Type Conversion in Python Part 1
Explicit Type Conversion in Python Part 2
00:08:17

Explicit Type Conversion in Python Part 2
Arithmetic Operators in Python
00:12:04

Arithmetic Operators in Python
Precedence and Associativity of Arithmetic Operators
00:09:05

Precedence and Associativity of Arithmetic Operators
Comparison Operators in Python
00:09:11

Comparison Operators in Python
Logical Operators in Python
00:15:12

Logical Operators in Python
Decimal to Binary and Binary to Decimal Conversion
00:16:17

Decimal to Binary and Binary to Decimal Conversion
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Besides web and software development, Python is used for data analytics, machine learning, and even design. We take a closer look at some of the uses of Python, as well as why it's such a popular and versatile programming language