Data Visualization with Python - The Complete Guide [Video]

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Data Visualization with Python - The Complete Guide [Video]

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文件大小： 1.1G
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收录时间：2018-07-24
最近下载：2025-09-13

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文件列表

  • 1.Introduction to Course/03.Understanding Concepts of Data Science.mp4 103.9 MB
  • 1.Introduction to Course/02.Overview of Course.mp4 36.1 MB
  • 1.Introduction to Course/01.Introduction.mp4 1.7 MB
  • 1.Introduction to Course/04.Python as a Tool.mp4 31.1 MB
  • 1.Introduction to Course/05.Crash Course of Python.mp4 16.0 MB
  • 1.Introduction to Course/06.Sample Scripts with Loops in Python.mp4 13.0 MB
  • 1.Introduction to Course/07.Object Oriented Programming.mp4 11.8 MB
  • 1.Introduction to Course/08.Functional Tools.mp4 6.2 MB
  • 2.Data Visualization/09.Understanding Data Visualization.mp4 52.0 MB
  • 2.Data Visualization/10.Matplotlib library.mp4 15.2 MB
  • 2.Data Visualization/11.Bar Charts.mp4 17.5 MB
  • 2.Data Visualization/12.Line Charts.mp4 13.0 MB
  • 2.Data Visualization/13.Scatter Plots.mp4 11.0 MB
  • 2.Data Visualization/14.A1. Activity for Data Visualization.mp4 15.2 MB
  • 3.Linear Algebra/15.What are Vectors Various operations of vectors.mp4 8.8 MB
  • 3.Linear Algebra/16.Vectors.mp4 14.6 MB
  • 3.Linear Algebra/17.Understanding Matrices.mp4 10.1 MB
  • 3.Linear Algebra/18.Matrices.mp4 19.2 MB
  • 3.Linear Algebra/19.A2. Activity for Vectors Implementation.mp4 19.8 MB
  • 3.Linear Algebra/20.A3. Activity for Matrix Implementation.mp4 18.2 MB
  • 4.Statistics/21.A. Single Set of Data.mp4 4.6 MB
  • 4.Statistics/22.Single set of data.mp4 14.2 MB
  • 4.Statistics/23.Concepts of Central Tendencies.mp4 14.0 MB
  • 4.Statistics/24.Central Tendencies.mp4 16.1 MB
  • 4.Statistics/25.Dispersion.mp4 20.0 MB
  • 4.Statistics/26.A4. Activity for implementation of statistics.mp4 16.1 MB
  • 5.Probability/27.Probability Concepts.mp4 5.1 MB
  • 5.Probability/28.The Normal Distribution.mp4 23.3 MB
  • 5.Probability/29.Central Limit Theorem.mp4 14.7 MB
  • 5.Probability/30.A5.Activity for understanding.mp4 18.3 MB
  • 6.Data Analysis/31.Understanding Data Analysis.mp4 9.5 MB
  • 6.Data Analysis/32.Exploring one dimensional Data.mp4 17.6 MB
  • 6.Data Analysis/33.Exploring Two dimensional data.mp4 28.8 MB
  • 6.Data Analysis/34.Exploring many dimensions.mp4 19.9 MB
  • 6.Data Analysis/35.Bubble charts representation.mp4 9.4 MB
  • 6.Data Analysis/36.Data Munging.mp4 16.5 MB
  • 6.Data Analysis/37.A6. Activity for understanding data analysis.mp4 19.9 MB
  • 7.Advanced Data Visualization/38.Visualizing the content of a 2D array.mp4 23.6 MB
  • 7.Advanced Data Visualization/39.Adding a colormap legend to the figure.mp4 11.7 MB
  • 7.Advanced Data Visualization/40.Visualizing nonuniform 2D data.mp4 27.4 MB
  • 7.Advanced Data Visualization/41.Visualizing a 2D scalar Field.mp4 15.9 MB
  • 7.Advanced Data Visualization/42.Visualizing contour lines.mp4 18.6 MB
  • 7.Advanced Data Visualization/43.Polar charts.mp4 16.2 MB
  • 7.Advanced Data Visualization/44.Plotting log charts for research.mp4 25.6 MB
  • 8.Export Feature - Data Visualization/45.Generating a PNG picture.mp4 23.3 MB
  • 8.Export Feature - Data Visualization/46.Generating PDF documents.mp4 16.7 MB
  • 8.Export Feature - Data Visualization/47.Multiple graph plotting and export.mp4 23.3 MB
  • 8.Export Feature - Data Visualization/48.Inserting sub figures.mp4 12.6 MB
  • 9.Hypothesis and Gradient Descent/49.Understanding Hypothesis.mp4 3.9 MB
  • 9.Hypothesis and Gradient Descent/50.Implementation of hypothesis in Python.mp4 37.5 MB
  • 9.Hypothesis and Gradient Descent/51.Gradient Descent.mp4 6.6 MB
  • 9.Hypothesis and Gradient Descent/52.Implementation of Gradient Descent.mp4 36.9 MB
  • 9.Hypothesis and Gradient Descent/53.A7. Activity for illustration of Gradient Descent.mp4 43.5 MB
  • 9.Hypothesis and Gradient Descent/54.A7. Output for Gradient Descent Activity.mp4 14.2 MB
  • 10.Data Clustering/55.Data clustering concepts.mp4 25.6 MB
  • 10.Data Clustering/56.Developing a data cluster model.mp4 25.5 MB
  • 10.Data Clustering/57.Illustration of data clustering.mp4 46.2 MB
  • 10.Data Clustering/58.A8 Activity for understanding data clusters.mp4 17.0 MB
  • Exercise Files/code_33888.zip 2.2 MB

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