Udemy線上課程 Python 3 資料分析 Data Science零基礎完全入門 講師:Peng Xiao 影音教學 中文發音 中文版(DVD版)
你將會學到的
‧ 如何使用 Jupyter Notebook
‧ 如何使用numpy進行數據處理
‧ 如何使用pandas進行數據處理和分析
‧ 如何使用matplotlib進行數據可視化
‧ 如何使用Seaborn進行數據可視化
‧ 真實項目實戰
├─01 Introduction
│ 001 Introduction.html
│ 002 歡迎訂閱我的YouTube頻道和Twitter.html
│
├─02 Lab Environment Setup
│ 003 Anaconda and Jupyter Introduction.mp4
│ 004 關于Anaconda版本選擇問題的更新.mp4
│ 005 Anaconda_Jupyter Install Demo - Mac.mp4
│ 006 Anaconda_Jupyter Install Demo - Windows.mp4
│ 007 Anaconda_Jupyter Install demo - Linux.mp4
│ 008 Jupyter notebook Usage Demo.mp4
│ 009 All Source code for this course.html
│ 009 All-Jupyter-notebook-source-code-for-this-course.txt
│
├─03 Numpy Basic
│ 010 Five Python Libs in Data Science.mp4
│ 011 Math Basic_ Matrix Manipulation.mp4
│ 012 Array Introduction.mp4
│ 013 Array and Matrix Manipulation.mp4
│ 014 Array_ input and output.mp4
│
├─04 Pandas Basic
│ 015 Series introduction.mp4
│ 016 DataFrame introduction.mp4
│ 017 The relationship between Series and DataFrame.mp4
│ 018 DataFrame I_O Operation.mp4
│ 019 DataFrame selecting and indexing.mp4
│ 020 Reindexing Series and DataFrame.mp4
│ 021 Talk about NaN.mp4
│
├─05 Play with Data through Pandas
│ 022 Series and DataFrame Mathematics.mp4
│ 023 Binning.mp4
│ 024 Groupby.mp4
│ 025 Aggregation.mp4
│ 026 Apply.mp4
│ 027 Clean Duplicated Data.mp4
│ 028 Time Series - The Basic.mp4
│ 029 Time Series - Sample and Plot.mp4
│
├─06 Data Visualization - Matplotlib
│ 030 Basic Plot Introduction.mp4
│ 031 Subplot.mp4
│ 032 Histogram and KDE Plot.mp4
│ 033 Series Plot.mp4
│ 034 DataFrame Plot.mp4
│ 035 Further learn Materials.html
│
├─07 Data Visualization - Seaborn
│ 036 Histogram and KDE Plot.mp4
│ 037 補充:關于seaborn版本更新導致的問題.mp4
│ 038 Bar and Heatmap Plot.mp4
│ 039 Plotting Style Configuration.mp4
│ 040 Plotting Color Setting.mp4
│ 041 Learn more.html
│
└─08 Project Exericse
042 Stock Market Analysis - Getting Data.mp4
043 Stock Market Analysis - History Analysis.mp4
044 Stock Market Analysis - Relationship.mp4
045 Summary.mp4
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