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Category: Jupyter Notebook

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Commonly Used Equations and Symbols with LaTeX in Jupyter Notebook

It displays how to easily generate the commonly used equations and symbols using LaTeX in Jupyter notebook In one of the previous article, it displays…

Posted on February 11, 2023February 12, 2023

HTML Essentials of Formatting Text in Jupyter Notebook

HTML has advanced methods to formatting text in Jupyter notebook, such as set fonts, font sizes, colors, text alignment, and more In the previous post,…

Posted on January 31, 2023January 31, 2023

Easily Formatting Text with Markdown in Jupyter Notebook

It displays how to easily and fast master the essentials of formatting text with Markdown Syntax in Jupyter Notebook with concrete examples In this post,…

Posted on January 29, 2023January 30, 2023

Top Magic Commands in the Jupyter Notebook

Using magic commands in the Jupyter notebook can greatly increase our work efficiency In this post, I will display some most widely used or top…

Posted on January 29, 2023January 30, 2023

2 Easy Methods to Publish a Jupyter Notebook as a Post on WordPress Website

To show how easily to publish a Jupyter notebook as a post on your WordPress website It is so easy to create your website, especially…

Posted on January 23, 2023January 23, 2023

Different Methods to Access General Information of Dataset with Python Pandas

Convenient Pandas’ methods to access the information of dataset better before processing and analyze it This article is the Part III of Data Analysis Series, which…

Posted on November 10, 2022January 12, 2023

How to Convert Jupyter Notebook into a Standalone Web Application

To Convert a Jupyter Notebook into a Standalone Web Application using Voilà Jupyter notebook is not ideal to address non-technical audiences due to many codes, where…

Posted on November 4, 2022January 12, 2023

How to Transfer a Jupyter Notebook into an Immediate Slideshow

Running your code directly while playing your slideshow during your presentation A Jupyter notebook can be either transferred into Reveal.js slides or turned into an…

Posted on November 4, 2022January 12, 2023

Different Methods to Create Interactive Widget Plots in the Jupyter Notebook

To create interactive widget plots using IPython’s widgets The easiest way to get started with interactive widgets is using IPython’s widgets(ipywidgets). ipywidgets, also known as…

Posted on November 3, 2022January 21, 2023

Easy Methods to Create 2D and 3D Interactive Plots with Plotly in the Jupyter Notebook

To display easy way to plot 2D and 3D interactive plots with Plotly in the Jupyter notebook In one of the previous posts, I illustrated how…

Posted on November 3, 2022January 12, 2023

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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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