Data Visualization in Python for Machine Learning Engineers

سرفصل های دوره

The Third Course in a Series for Mastering Python for Machine Learning Engineers

1. Introduction

1. Introduction

2. Is this Course for You

3. Hello World in matplotlib

4. Matplotlib Philosopy

5. Numpy

6. Lab First Plot.html

7. Summary.html

8. Quiz.html

2. Plotting in Matplotlib

1. Plotting Multiple Curves

2.1 matplot.txt

2. Plotting Curves from an Existing Data Set

3. Plotting Points

4. Lab Scatterplot from Pandas Dataframe.html

5. Bar Charts

6. Multiple Bar Charts

7. Plotting Stacked Bars

8. Lab Plotting Multiple Stacked Bars.html

9. The Pie Chart

10. Plotting a Histogram

11. Lab Plotting a Histogram.html

12. Plotting Boxplots

13. Lab Plotting Multiple Box Plots.html

14. Plotting Triangulations

15. Summary.html

3. Customizing Our Charts

1. Adding Styles and Colors

2. Adding Color to the Scatterplot

3.1 Iris.txt

3. Lab Scatter Plot Grey Scale From a File.html

4. EdgeColor Parameter

5. Adding Color to a Bar Chart

6. Lab Bar Chart on Dependent Values.html

7. Pie Chart Anatomy

8. Black and White Boxplots

9. Controlling Line Pattern and Thickness

10. Lab Controlling Pattern and Fill.html

11. Working with Markers

12. Lab Controlling Marker Size.html

13. Lab Controlling Marker Frequency.html

14. Creating Customer Markers

15. Lab List as Input for Size Parameter.html

16. Creating Personalized Color Schemes

17. Save Graph to PNG or JPEG

18. Lab Save Graph to PDF.html

19. Summary.html

20. Quiz.html

4. Annotations

1. Simple Title Annotation

2. Labeling the X and Y Axes

3. Lab Adding Text Anywhere.html

4. Bounded Box Control

5. Adding an Arrow to a Chart

6. Lab Adding a Grid to a Chart.html

7. Adding Ticks to a Chart

8. Lab Labeling our Ticks.html

9. Adding Ticks to Charts (The Easy Way)

10. Summary.html

11. Quiz.html

5. Seaborn

1. Seaborn Introduction

2. Lab Exploring the Sundry Color Schemes.html

3. Creating a Factorplot

4. Creating a Simple Colormap

5. Scaling our Seaborn Plots

6. Lab Controlling Font Size.html

7. The Two Core Functions

8. How to Set Figure Size

9. Lab Figure Level Functions.html

10. Lab Rotate Text on a Seaborn Plot.html

11. Summary.html

12. Quiz.html

13. Bonus Lecture Tons of Free Machine Learning Content.html

139,000 تومان

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تولید کننده: Udemy