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How to Align Text in the Jupyter Notebook

To display the text alignment methods in the Jupyter notebook It is very convenient to use Markdown in the Jupyter notebook, while the text alignment…

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Posted on October 25, 2022January 12, 2023

The Built-in Terminal of Jupyter Notebook and its Unavailable Problem on Windows

Solve the unavailable problem of Built-in Terminal of Jupyter notebook on Windows 1. Built-in terminal of Jupyter notebook The built-in terminal of Jupyter notebook is a…

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Posted on October 24, 2022January 12, 2023

Smart Code Auto-Completion in Jupyter Notebook

Smart code auto-completion makes your work much more convenient Code completion is a very convenient way to help one write codes quickly and efficiently, improve…

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Posted on October 24, 2022January 12, 2023

How to Run JavaScript in the Jupyter Notebook

One can run JavaScript and other programming languages in the Jupyter notebook In the previous articles, I have introduced how to run Python, R, and HTML…

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Posted on October 23, 2022January 12, 2023

Different Methods to Run HTML Inside the Jupyter Notebook

Introduce 3 convenient methods to run HTML in the Jupyter notebook HTML can easily help use align the text in Jupyter notebook. In this post, it…

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Posted on October 22, 2022January 12, 2023

Different Methods to Start Jupyter Notebook from Customized Working Directory

Four Convenient methods to start Jupyter notebook will double the result with half the effort Jupyter is a very popular web application for creating and…

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Posted on October 21, 2022January 12, 2023

How to Change Theme of Jupyter Notebook

You can change the default white theme of Jupyter notebook into one you like The default theme of Jupyter notebook is white, and there is…

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Posted on October 20, 2022January 12, 2023

How to Increase Volume of a Video or Audio with Very Low Voice

It need not record it again if you have a video with very low volume You probably had a video with a low voice on…

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Posted on September 23, 2022December 31, 2022

What Can Wavelet Transforms Be Applied for

Wavelet transform can be used for noise removal, detection of abrupt discontinuities, and many more Wavelet Transforms (WT) or wavelet analysis is probably the most…

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Posted on August 23, 2022January 12, 2023

Different Methods to Edit and Run Python Files in Jupyter Notebook

Jupyter notebook is a handy Python Web IDE The Jupyter notebook is also a very handy Python Web IDE, in which, besides creating and running .ipynb…

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Posted on August 7, 2022January 12, 2023

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Data Preprocessing

  • Essential Methods for String Data Manipulation with Pandas

    Essential Methods for String Data Manipulation with Pandas

    Posted on October 8, 2023February 21, 2026
  • Convenient Methods to Identify and Drop Duplicate Rows with Pandas

    Convenient Methods to Identify and Drop Duplicate Rows with Pandas

    Posted on October 8, 2023February 21, 2026
  • How to Easily Use Pandas 2.0 for Large Data

    How to Easily Use Pandas 2.0 for Large Data

    Posted on October 2, 2023February 21, 2026
  • 5 Practical Methods to Reshape DataFrame in Pandas

    5 Practical Methods to Reshape DataFrame in Pandas

    Posted on October 2, 2023February 21, 2026
  • Practical Methods to Reindex Rows of DataFrame with Pandas

    Practical Methods to Reindex Rows of DataFrame with Pandas

    Posted on July 7, 2023February 21, 2026

Data Visualization

  • 3 Convenient Methods to Plot a Horizontal or Vertical Line with Matplotlib

    3 Convenient Methods to Plot a Horizontal or Vertical Line with Matplotlib

    Posted on September 1, 2023February 21, 2026
  • Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Posted on April 11, 2023February 21, 2026
  • Easily Create Interactive Maps with hvPlot

    Easily Create Interactive Maps with hvPlot

    Posted on March 28, 2023March 28, 2023
  • 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 Modelling

  • Practical Process to Develop a Simple LSTM Time Series Prediction Model

    Practical Process to Develop a Simple LSTM Time Series Prediction Model

    Posted on September 1, 2023February 21, 2026
  • 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

Wavelet transform

  • 1D Discrete Stationary Wavelet Transform (IV): Signal Padding Methods

    1D Discrete Stationary Wavelet Transform (IV): Signal Padding Methods

    Posted on June 28, 2024February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (III): Restrictions

    1D Discrete Stationary Wavelet Transform (III): Restrictions

    Posted on October 7, 2023February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (II): Maximum Decomposition Level

    1D Discrete Stationary Wavelet Transform (II): Maximum Decomposition Level

    Posted on October 7, 2023February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (I): Decomposition Methods

    1D Discrete Stationary Wavelet Transform (I): Decomposition Methods

    Posted on October 7, 2023February 21, 2026
  • Decimated Wavelet Transform (DWT) Versus Undecimated Wavelet Transform (UWT)

    Decimated Wavelet Transform (DWT) Versus Undecimated Wavelet Transform (UWT)

    Posted on October 2, 2023February 21, 2026
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