Python Powerhouse Gen AI From Basics to Advanced Programming
Python Lists: Your Creative Toolkit
Python Powerhouse Gen AI From Basics to Advanced Programming
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Section 1: Introduction to Python and Lists
Python Lists: Your Creative Toolkit
Video - 00:6:48 mins
Mastering List Magic: Advanced Techniques
Video - 00:6:23 mins
From Data to Art: Lists and Tuples in Action
Video - 00:5:43 mins
Section 2: Sets and Dictionaries
Unleash Your Creativity with Sets
Video - 00:5:42 mins
Organizing Your Art with Dictionaries
Video - 00:4:20 mins
Text Alchemy: String Manipulation in Python
Video - 00:6:6 mins
Section 3: Date and Time Operations
Time as Art: Working with Dates and Times in Python
Video - 00:4:00 mins
Data-Driven Storytelling: Customer Churn Prediction
Video - 00:14:11 mins
The Power of Lambda: Functional Programming for Artists
Video - 00:00:00 mins
Section 4: Advanced Functional Programming
Map, Reduce, and Conquer: Functional Programming Essentials
Video - 00:4:39 mins
Building Blocks of Creativity: Functions in Python
Video - 00:4:48 mins
Function Mastery: Arguments, Scope, and Beyond
Video - 00:7:14 mins
Section 5: Recursion and Global Variables
Recursive Art: Unlocking Patterns with Python
Video - 00:10:18 mins
Time as a Feature: Engineering with Datetime
Video - 00:4:37 mins
Unveiling the Iris Dataset: A Machine Learning Prelude
Video - 00:9:15 mins
Section 6: Standard Libraries and EDA
Python's Math and Random Toolbox
Video - 00:7:00 mins
Exploring Your Data: File Handling and EDA
Video - 00:5:26 mins
Finding Patterns: Correlation and Visualization
Video - 00:7:23 mins
Section 7: Distribution and Outlier Detection
Data Distributions: Telling Your Story
Video - 00:6:25 mins
Spotting the Unusual: Outlier Detection Techniques
Video - 00:6:45 mins
Mastering Outliers: Advanced Detection Strategies
Video - 00:4:13 mins
Section 8: Data Preprocessing and Model Building
Data Preparation: The Foundation for Artful Insights
Video - 00:6:57 mins
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