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Python Powerhouse Gen AI From Basics to Advanced Programming

Welcome to Master the Machine Muse: Python Programming for Generative Art & Design, a comprehensive course designed to blend the realms of art and technology through the power of Python programming. This course is meticulously crafted for those who wish to harness the capabilities of Python and generative AI to create stunning visual art and innovative design solutions. In this course, you'll embark on a journey that starts with the fundamentals of Python and progresses through advanced techniques in generative art and design. Whether you're a beginner or an experienced programmer, this course provides a structured pathway to mastering Python’s essential features and applying them to the creative field of generative art. Section 1: Lists and Tuples in Python Begin your journey by understan

Course Instructor Ganta Srinath Reddy

FREE

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Course Overview

Schedule of Classes

Course Curriculum

1 Subject

Python Powerhouse Gen AI From Basics to Advanced Programming

24 Learning Materials

Introduction to Python and Lists

Python Lists Your Creative Toolkit

Video
6:47

Mastering List Magic: Advanced Techniques

Video
6:22

From Data to Art: Lists and Tuples in Action

Video
5:43

Sets and Dictionaries

Unleash Your Creativity with Sets

Video
5:41

Organizing Your Art with Dictionaries

Video
4:20

Text Alchemy: String Manipulation in Python

Video
6:6

Date and Time Operations

Time as Art: Working with Dates and Times in Python

Video
4:00

Data-Driven Storytelling: Customer Churn Prediction

Video
14:11

The Power of Lambda: Functional Programming for Artists

Video
6:11

Advanced Functional Programming

Map, Reduce, and Conquer: Functional Programming Essentials

Video
4:39

Building Blocks of Creativity: Functions in Python

Video
4:47

Function Mastery: Arguments, Scope, and Beyond

Video
7:13

Recursion and Global Variables

Recursive Art: Unlocking Patterns with Python

Video
10:17

Time as a Feature: Engineering with Datetime

Video
4:36

Unveiling the Iris Dataset: A Machine Learning Prelude

Video
9:14

Standard Libraries and EDA

Python's Math and Random Toolbox

Video
6:59

Exploring Your Data: File Handling and EDA

Video
5:25

Finding Patterns: Correlation and Visualization

Video
7:23

Distribution and Outlier Detection

Finding Patterns: Correlation and Visualization

Video
6:24

Spotting the Unusual: Outlier Detection Techniques

Video
6:45

Mastering Outliers: Advanced Detection Strategies

Video
4:13

Data Preprocessing and Model Building

Data Preparation: The Foundation for Artful Insights

Video
6:56

Predictive Art: Building Logistic Regression Models

Video
44:38

Assignment

PYTHON ASSIGNMENT

PDF

Course Instructor

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Ganta Srinath Reddy

21 Courses   •   26 Students