001 Course Structure & Outline (25.29 MB)
004 Introducing the Course Project (4.7 MB)
005 Setting Expectations (9.12 MB)
006 Jupyter Installation & Launch (22.17 MB)
001 Why Visualize Data (25.36 MB)
002 3 Key Questions (21.09 MB)
003 Essential Visuals (10.35 MB)
004 Chart Formatting & Storytelling (12.91 MB)
005 Common Visualization Mistakes (16.92 MB)
006 Key Takeaways (1.7 MB)
001 Intro to Matplotlib (16.83 MB)
002 Plotting Methods (15.26 MB)
003 Plotting DataFrames (14.92 MB)
004 ASSIGNMENT Plotting DataFrames (18.03 MB)
005 SOLUTION Plotting DataFrames (5.96 MB)
006 Anatomy of a Matplotlib Figure (20.91 MB)
007 Chart Titles & Font Sizes (47.13 MB)
008 Chart Legends (58.73 MB)
009 Line Styles (8.51 MB)
010 Axis Limits (17.26 MB)
011 Figure Sizes (17.19 MB)
012 Custom Axis Ticks (11.55 MB)
013 Vertical Lines (21.99 MB)
014 Adding Text (10.89 MB)
015 PRO TIP Text Annotations (13.52 MB)
016 Removing Borders (26.18 MB)
017 ASSIGNMENT Formatting Charts (6.93 MB)
018 SOLUTION Formatting Charts (9.72 MB)
019 Line Charts (6.9 MB)
020 Stacked Line Charts (20.94 MB)
021 Dual Axis Charts (26.42 MB)
022 ASSIGNMENT Dual Axis Line Charts (5.83 MB)
023 SOLUTION Dual Axis Line Charts (8.37 MB)
024 Bar Charts (27.91 MB)
025 ASSIGNMENT Bar Charts (4.33 MB)
026 SOLUTION Bar Charts (8.23 MB)
027 Stacked Bar Charts (23.4 MB)
028 Grouped Bar Charts (30.27 MB)
029 Combo Charts (47.02 MB)
030 ASSIGNMENT Advanced Bar Charts (4.42 MB)
031 SOLUTION Advanced Bar Charts (7.15 MB)
032 Pie & Donut Charts (26.29 MB)
033 ASSIGNMENT Pie & Donut Charts (6.57 MB)
034 SOLUTION Pie & Donut Charts (5.44 MB)
035 Scatterplots & Bubble Charts (10.35 MB)
036 Histograms (23.79 MB)
037 ASSIGNMENT Scatterplots & Histograms (3.97 MB)
038 SOLUTION Scatterplots & Histograms (11.59 MB)
039 Key Takeaways (4.46 MB)
001 Project #1 Introduction (48.9 MB)
002 Project #1 Solution Walkthrough (93.98 MB)
001 Intro to Advanced Customization (1.67 MB)
002 Subplots (42.97 MB)
003 ASSIGNMENT Subplots (7.04 MB)
004 SOLUTION Subplots (17.34 MB)
005 GridSpec (14.94 MB)
006 ASSIGNMENT GridSpec (9.35 MB)
007 SOLUTION GridSpec (19.82 MB)
008 Color Options (5.58 MB)
009 Color Palettes (19.57 MB)
010 ASSIGNMENT Colors (11.64 MB)
011 SOLUTION Colors (4.67 MB)
012 Style Sheets (17.3 MB)
013 ASSIGNMENT Style Sheets (3.09 MB)
014 SOLUTION Style Sheets (3.48 MB)
015 rcParameters (32.52 MB)
016 Saving Figures & Images (5.48 MB)
017 Key Takeaways (1.57 MB)
001 Project #2 Introduction (21 MB)
002 Project #2 Solution Walkthrough (23.37 MB)
001 Intro to Seaborn (6.41 MB)
002 Basic Formatting Options (24.72 MB)
003 Bar Charts & Histograms (35.96 MB)
004 ASSIGNMENT Bar Charts & Histograms (5.27 MB)
005 SOLUTION Bar Charts & Histograms (18.16 MB)
006 Box & Violin Plots (19.36 MB)
007 ASSIGNMENT Box & Violin Plots (3.4 MB)
008 SOLUTION Box & Violin Plots (20.44 MB)
009 Linear Relationship Charts (50.06 MB)
010 Jointplots (12.72 MB)
011 PairPlots (45.77 MB)
012 ASSIGNMENT Linear Relationship Charts (6.51 MB)
013 SOLUTION Linear Relationship Charts (31.09 MB)
014 Heatmaps (22.47 MB)
015 ASSIGNMENT Heatmaps (5.05 MB)
016 SOLUTION Heatmaps (20.69 MB)
017 FacetGrid (24.29 MB)
018 Matplotlib Integration (7.51 MB)
019 Key Takeaways (3.5 MB)
001 Project #3 Introduction (46.23 MB)
002 Project #3 Solution Walkthrough (112.44 MB)