Part 1: Foundations

1. Chapter 1: What Matplotlib Is
2. Chapter 2: Installing and Importing Matplotlib
3. Chapter 3: Your First Plot
4. Chapter 4: Figures and Axes
5. Chapter 5: Line Charts
6. Chapter 6: Multiple Lines
7. Chapter 7: Markers
8. Chapter 8: Line Styles
9. Chapter 9: Line Width
10. Chapter 10: Plot Colors Concepts

Part 2: Core Operations

1. Chapter 11: Titles
2. Chapter 12: Axis Labels
3. Chapter 13: Legends
4. Chapter 14: Grid Lines
5. Chapter 15: Axis Limits
6. Chapter 16: Ticks
7. Chapter 17: Tick Labels
8. Chapter 18: Figure Size
9. Chapter 19: Saving Figures
10. Chapter 20: DPI Concepts

Part 3: Data Analysis

1. Chapter 21: Scatter Plots
2. Chapter 22: Scatter Point Size
3. Chapter 23: Scatter Transparency
4. Chapter 24: Color Mapping Concepts
5. Chapter 25: Bar Charts
6. Chapter 26: Horizontal Bar Charts
7. Chapter 27: Grouped Bar Charts Concepts
8. Chapter 28: Stacked Bar Charts Concepts
9. Chapter 29: Histograms
10. Chapter 30: Histogram Bins

Part 4: Advanced Techniques

1. Chapter 31: Pie Charts Concepts
2. Chapter 32: Box Plots
3. Chapter 33: Violin Plots Concepts
4. Chapter 34: Error Bars
5. Chapter 35: Area Plots Concepts
6. Chapter 36: Step Plots
7. Chapter 37: Stem Plots Concepts
8. Chapter 38: Annotations
9. Chapter 39: Text on Charts
10. Chapter 40: Arrows and Callouts

Part 5: AI Workflows

1. Chapter 41: Multiple Axes Concepts
2. Chapter 42: Multiple Panels with subplots
3. Chapter 43: Shared Axes Concepts
4. Chapter 44: Tight Layout Concepts
5. Chapter 45: Images with imshow
6. Chapter 46: Colorbars
7. Chapter 47: Heatmaps Concepts
8. Chapter 48: Plotting NumPy Arrays
9. Chapter 49: Plotting pandas Data
10. Chapter 50: Date and Time Plots

Part 6: Projects and Review

1. Chapter 51: Training Loss Curves
2. Chapter 52: Accuracy Curves
3. Chapter 53: Confusion Matrix Visualization
4. Chapter 54: Feature Distribution Plots
5. Chapter 55: Regression Result Plots
6. Chapter 56: Residual Plots
7. Chapter 57: Mini Project: Model Training Dashboard
8. Chapter 58: Mini Project: Sales Visualization
9. Chapter 59: Mini Project: Image Display
10. Chapter 60: Capstone: AI Visualization Report