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AI Based Data Science with Python
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AI Based Data Science with Python
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Course Description
Chapters
Supplementary Content
Labs
MicroSims
MicroSims
Activation Function Explorer
Array Shape Visualizer
Bell Curve Emergence
Bias-Variance Dartboard
Book Generation Workflow
Box Plot Anatomy
Broadcasting Visualizer
Central Limit Theorem Simulator MicroSim
Central Tendency Comparison MicroSim
Chapter 1 Concept Map
Chart Type Selection Guide
Complexity Curve Explorer
Correlation Visualizer MicroSim
Data Cleaning Pipeline Overview
Data Inspection Command Center
Data Loading Workflow
Data Science Environment Architecture
Data Science Hero's Journey
Data Science Programming Language Popularity
Data Science Superpower
Data Selection Playground MicroSim
Data Structure Hierarchy
Data Type Conversion Guide Infographic
DataFrame Anatomy
Duplicate Handling Decision Tree
Error Types Visualizer
Feature Engineering Laboratory
Feature Importance Explorer
Feature Scaling Comparison MicroSim
Feature Selection Race
Four Types of Data Science Data
Gradient Descent Visualizer
Hypothesis Testing Workflow
Independent vs Dependent Variables
Interactive Regression Builder MicroSim
K-Fold Cross-Validation Animator
Kernel State Visualization
Lambda Tuning Playground
Learning Graph Viewer
Least Squares MicroSim
Least Squares MicroSim
List of Data Science MicroSims Lists
Matrix Multiplication Visualizer
Measurement Scales Pyramid
Metrics Comparison MicroSim
MicroSim Template
Missing Value Detection MicroSim
Model Evaluation Workflow
Model Selection Dashboard
Multicollinearity Detector MicroSim
Multiple Regression Anatomy
Multiple Regression Pipeline
Neural Network Architecture Builder
Normal Dice Distribution
Normal Distribution Explorer MicroSim
Notebook Cell Types Interactive Demo
NumPy Array vs Python List
NumPy Ecosystem Map
One-Hot Encoding Visualizer
Optimization Landscape Explorer
Outlier Detection Methods MicroSim
Package Manager Workflow
Plotly Code Pattern Reference
Plotly Interactive Features MicroSim
Polynomial Degree Explorer
Python Data Science Ecosystem Map
Python Data Structures Comparison MicroSim
Regression Assumptions Checker MicroSim
Regression Line Anatomy
Regularization Decision Tree
Residual Pattern Detective
Ridge vs Lasso Comparison
Scikit-learn Workflow
Six-Step Data Science Workflow
Slicing Playground
Supervised vs Unsupervised Learning
Ten Basic Statistics MicroSims
Train-Test Split Visualization
Training Loop Visualizer
Training Process Animator
Transformation Gallery
Two-Dice Sum Distribution
Variable Type Sorter
Variable Types Decision Tree
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Virtual Environment Isolation MicroSim
Visualization Design MicroSim
Visualization Library Comparison
VS Code Interface Tour
Learning Graph
Sample GenAI Prompts
Frequently Asked Questions
Glossary
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References
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