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Data Analysis and AI

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Deepsim AI-Based Services help Create Most Values

Posted on January 3, 2023January 4, 2023

Deepsim Academy is providing cutting edge skills on data analysis and AI

Posted on January 3, 2023January 11, 2023

Deepsim Real-time monitoring and early-warning system of water environment

Posted on January 3, 2023January 3, 2023

Deepsim ViT-based models for plant disease detection

Posted on January 3, 2023January 3, 2023

Deepsim AI Porject for Human Behavior detection

Posted on January 4, 2023January 4, 2023

Data Analysis

  • 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

Python Deveopment

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

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

    Posted on December 13, 2022January 1, 2023
    • Python
    • Anaconda Powershell
    • Development Environment
  • Windows Python Developers Had Better Setup Earlier(V): Add Anaconda PowerShell on Right-click Menu

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

    Posted on April 22, 2022January 12, 2023
    • Python
    • Anaconda Powershell
  • Windows Python Developers Had Better Setup Earlier (IV): Add Anaconda PowerShell on Windows Terminal

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

    Posted on April 22, 2022January 12, 2023
    • Python
    • Anaconda Powershell

New Creations

Convenient Data Normalization Package in Python

Posted on January 4, 2023January 4, 2023

A Python Package Generates Richer Descriptive Statistics in Pandas DataFrame

Posted on January 4, 2023January 4, 2023

A Python Package Helps Fast Develop Optimal Linear Regression Model

Posted on January 4, 2023January 4, 2023

Deepsim ViT-based models for plant disease detection

Posted on January 3, 2023January 3, 2023

E-learning

A Practical Course of Wavelet Transform with Python for 1D Time Series

Posted on January 4, 2023January 11, 2023
  • A Course Helps Quickly Master Python Essentials

    A Course Helps Quickly Master Python Essentials

    Posted on January 4, 2023January 11, 2023
  • A Practical Course Help Improve Data Analysis Skills with Python

    A Practical Course Help Improve Data Analysis Skills with Python

    Posted on April 14, 2022January 11, 2023
  • An Online Course of Jupyter Notebook Makes You from Beginner to Expert

    An Online Course of Jupyter Notebook Makes You from Beginner to Expert

    Posted on January 4, 2023January 11, 2023
  • One Course Helps You Get Foot in the Door of Wavelet Transform

    One Course Helps You Get Foot in the Door of Wavelet Transform

    Posted on January 4, 2023January 11, 2023

Popular Posts

  • 1

    Commonly Used Equations and Symbols with LaTeX in Jupyter Notebook

    Posted on February 11, 2023February 12, 2023
    • Jupyter Notebook
    • Equations and Symbols
    • HTML
    • LaTeX
  • 2

    HTML Essentials of Formatting Text in Jupyter Notebook

    Posted on January 31, 2023January 31, 2023
    • Jupyter Notebook
    • HTML
  • 3

    Easily Formatting Text with Markdown in Jupyter Notebook

    Posted on January 29, 2023January 30, 2023
    • Jupyter Notebook
    • Markdown
  • 4

    Top Magic Commands in the Jupyter Notebook

    Posted on January 29, 2023January 30, 2023
    • Jupyter Notebook
    • Magic Commands
  • 5

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

    Posted on January 23, 2023January 23, 2023
    • Jupyter Notebook
    • Web Development

Latest Posts

K-means Clustering and Visualization with a Real-world Dataset

Use an easy to understand real-world dataset to demonstrate how to implement K-means clustering with Scikit-learn library and visualize the...

Posted on March 25, 2023March 25, 2023
  • Machine Learning
  • AI
  • Clustering
  • Scikit-learn

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

How to make multilevel Discrete Wavelet Transform and noise reduction of 1D Time Series signal through a real-world project In...

Posted on March 21, 2023March 21, 2023
  • Signal Processing
  • Discrete Wavelet Transform
  • PyWavelets
  • Wavelet Transform

Geodata Exploration and Visualization with GeoPandas

GeoPandas provides easy methods to explore geodata and visualize geodata with static and interactive maps Pandas is probably the most...

Posted on March 20, 2023March 20, 2023
  • Data Visualization
  • Create Map
  • Data Analysis
  • Geodata Analysis
  • GeoPandas

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

To display 5 easy methods to generate interactive plot widgets and GUI for data visualization using hvPlot In the previous...

Posted on March 13, 2023March 13, 2023
  • Data Analysis
  • Data Visualization
  • hvPlot

Data Visualization with hvPlot (III): Multiple Interactive Plots

How to create multiple plots, including subplots, overlay plots and layout plots for data visualization using hvPlot In the last article,...

Posted on March 9, 2023March 9, 2023
  • Data Analysis
  • Data Visualization
  • hvPlot

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

Multilevel partial reconstruction is the process to reconstruct approximations and details of a signal from its wavelet decomposed coefficients The...

Posted on March 8, 2023March 8, 2023
  • Signal Processing
  • Discrete Wavelet Transform
  • PyWavelets
  • Wavelet Transform

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

To demonstrate how easily use hvPlot to create most widely used plots in modern and interactive way In the last article,...

Posted on March 7, 2023March 7, 2023
  • Data Analysis
  • Data Visualization
  • hvPlot

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

Methods on how to reconstruct 1D signal from its approximation and detail coefficients at multilevel with Discrete Wavelet Transform (DWT)...

Posted on March 2, 2023March 8, 2023
  • Signal Processing
  • Discrete Wavelet Transform
  • PyWavelets
  • Wavelet Transform

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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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