Python Programming A 3-Day Guide for Absolute Beginners

سرفصل های دوره

1. Getting Started Installing Python and PyCharm, and Working with Variables

1. Downloads and Installation Python and PyCharm IDE Installation

2. Displaying Output in Python Using the Print() Function

3. Python Variables Assign Values to Variables, Print Content - Practice Example

4. How to Get Input from the User in Python - Input() Function

5. Python Type Casting Data Type Conversion in Python

2. Working with Strings Indexing, Methods, and Operations

1. Strings Python String Indexing

2. Strings Methods Useful Method for String in Python

3. Basic Operations and Functions Arithmetic, Math Methods, and Type Conversion

1. Arithmetic operations in Python - Add, Subtract, Divide, Multiply, Exponents etc

2. Math Useful Functions Import Math Module and Explore various Math Methods

4. Conditional and Logical Operations IF-ELSE, Comparison, and Logical Operators

1. Conditional Statements in Python - IF-ELSE with Real World Example

2. Logical Operators in Python Logical AND operation with Real world Examples

3. Logical Operator in Python Logical OR Operator usage with a Real World Example

4. Logical Operator in Python Logical Not Operator with Real World Examples

5. Comparison Operators in Python with Examples such as { , , ==, =, =, != }

6. Recap of all commands Revised with Examples

5. Loop Control Structures Using While and For Loops in Python

1. Loop Control Structure - While Loop in Python with a Real world Example

2. Loop Control Structure - For Loop in Python with Multiple Examples for Practice

6. Data Structures in Python Lists, Dictionaries, and Useful Functions

1. List in Python - List of String, Numbers

2. Useful Functions for List in Python

3. Dictionary in Python Key-Value Pair Addition and Deletion, with Real Examples

7. Exception Handling Managing Errors and Exceptions in Python

1. Exception in Python Handling Exceptions in Python

8. Functions and Classes Basics of Functions and Object-Oriented Concepts

1. Function in Python InputsOutput Argument of Python Function with Real Example

2. Classes in Python Class Definition, Methods, Attributes, Constructor & Examples

3. Constructor in Classes Various Examples of Classes and Constructors in Python

4. Inheritance in Python Parent Class Attribute Inheritance to Child Class

9. Modules and Packages Importing Functions, Aliasing, and Library Exploration

1. Module in Python Import Function and Variables form Module, Aliasing, Library

2. Package in Python Import Package and its Module in Python Code, with Examples

3. Built-in Module in Python Module Searching and Download, Use into Python IDE

4. PYPI and PIP Python Package Index and Python Package Installer

5. Spreadsheets in Python Import, Process and Write XLS, CSV into Python

10. Installing Jupyter Notebook via Anaconda for Machine Learning Applications

1. Jupiter Notebook in Anaconda - Editor for Machine Learning and Data Science

2. Import Data into Jupiter Notebook for Machine Learning Applications - Step 1

3. Jupiter Notebook Keyboard shortcuts

4. Train Machine Learning Model with Data and Predict the Test Data Output- Step 2

5. Accuracy of Machine Learning Models in Python - Step 3

6. Export a Trained Machine Learning Model for Future Applications

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تولید کننده: Udemy