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Category: Anaconda Powershell

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An Easy Way to Add Anaconda PowerShell Prompt on the Windows Terminal

Windows Terminal with Anaconda PowerShell makes Anaconda much more convenient I wrote 5 posts on how to install the Windows Terminal, and how to add…

Posted on December 13, 2022January 1, 2023

Windows Python Developers Had Better Setup Earlier(V): Add Anaconda PowerShell on Right-click Menu

Anaconda PowerShell on Right-click Menu of Windows benefits you more This article is the fifth part of the story series, “Windows Python Developers Had Better…

Posted on April 22, 2022January 12, 2023

Windows Python Developers Had Better Setup Earlier (IV): Add Anaconda PowerShell on Windows Terminal

Anaconda PowerShell Prompt is more handy than Anaconda Prompt In the previous two articles, it shows how to add Anaconda Prompt on Windows Terminal, and…

Posted on April 22, 2022January 12, 2023

Recent Posts

  • K-means Clustering and Visualization with a Real-world Dataset
  • Multilevel Discrete Wavelet Transform and Noise Reduction of 1D Time Series: A Real-World Project
  • Geodata Exploration and Visualization with GeoPandas
  • Data Visualization with hvPlot (IV): Interactive Plot Widgets and GUI
  • Data Visualization with hvPlot (III): Multiple Interactive Plots

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Data Preprocessing

  • Normscaler: Convenient Data Normalization Package in Python

    Normscaler: Convenient Data Normalization Package in Python

    Posted on December 16, 2022February 16, 2023
  • Proper Data Normalization Procedure for Model Development With Python

    Proper Data Normalization Procedure for Model Development With Python

    Posted on November 18, 2022January 12, 2023
  • Different Methods to Normalize Dataset for Model Development with Python Scikit-learn

    Different Methods to Normalize Dataset for Model Development with Python Scikit-learn

    Posted on November 17, 2022January 12, 2023
  • Split Dataset for Model Development with Python Scikit-learn

    Split Dataset for Model Development with Python Scikit-learn

    Posted on November 16, 2022January 12, 2023
  • Practical Methods for Correlation Analysis and Visualization with Python

    Practical Methods for Correlation Analysis and Visualization with Python

    Posted on November 12, 2022January 12, 2023

Data Visualization

  • Geodata Exploration and Visualization with GeoPandas

    Geodata Exploration and Visualization with GeoPandas

    Posted on March 20, 2023March 20, 2023
  • Data Visualization with hvPlot (IV): Interactive Plot Widgets and GUI

    Data Visualization with hvPlot (IV): Interactive Plot Widgets and GUI

    Posted on March 13, 2023March 13, 2023
  • Data Visualization with hvPlot (III):  Multiple Interactive Plots

    Data Visualization with hvPlot (III): Multiple Interactive Plots

    Posted on March 9, 2023March 9, 2023
  • Data Visualization with hvPlot (II): Most Widely Used Basic Plots

    Data Visualization with hvPlot (II): Most Widely Used Basic Plots

    Posted on March 7, 2023March 7, 2023
  • Data Visualization with hvPlot (I): Change Backends

    Data Visualization with hvPlot (I): Change Backends

    Posted on February 28, 2023March 1, 2023

Data Modelling

  • Modelselect: A Python Package Helps Fast Develop Optimal Linear Regression Model

    Modelselect: A Python Package Helps Fast Develop Optimal Linear Regression Model

    Posted on December 23, 2022February 13, 2023
  • A Convenient Stepwise Regression Package to Help You Select Features in Python

    A Convenient Stepwise Regression Package to Help You Select Features in Python

    Posted on December 13, 2022January 12, 2023
  • Practical Process to Develop Machine Learning Regression Models with Python

    Practical Process to Develop Machine Learning Regression Models with Python

    Posted on December 9, 2022January 12, 2023
  • Develop a Classical Linear Regression Model with Python (IV): Model Evaluation

    Develop a Classical Linear Regression Model with Python (IV): Model Evaluation

    Posted on December 9, 2022January 1, 2023
  • Develop a Classical Linear Regression Model with Python (III): Model Improvement

    Develop a Classical Linear Regression Model with Python (III): Model Improvement

    Posted on December 8, 2022January 1, 2023

Wavelet transform

  • Multilevel Discrete Wavelet Transform and Noise Reduction of 1D Time Series: A Real-World Project

    Multilevel Discrete Wavelet Transform and Noise Reduction of 1D Time Series: A Real-World Project

    Posted on March 21, 2023March 21, 2023
  • 1D Multilevel Discrete Wavelet Transform (3): Partial Reconstruction Methods

    1D Multilevel Discrete Wavelet Transform (3): Partial Reconstruction Methods

    Posted on March 8, 2023March 8, 2023
  • 1D Multilevel Discrete Wavelet Transform (2): Reconstruction Method

    1D Multilevel Discrete Wavelet Transform (2): Reconstruction Method

    Posted on March 2, 2023March 8, 2023
  • 1D Multilevel Discrete Wavelet Transform (1): Decomposition Method

    1D Multilevel Discrete Wavelet Transform (1): Decomposition Method

    Posted on February 26, 2023March 8, 2023
  • A Real-World Project of Single-Level Discrete Wavelet Transform of 1D Signal

    A Real-World Project of Single-Level Discrete Wavelet Transform of 1D Signal

    Posted on December 27, 2022March 7, 2023
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