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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

  • 7 Practical Methods to Add Columns in a DataFrame of Pandas

    7 Practical Methods to Add Columns in a DataFrame of Pandas

    Posted on April 14, 2023April 14, 2023
  • Convenient Methods to Add New Rows in a DataFrame in Pandas

    Convenient Methods to Add New Rows in a DataFrame in Pandas

    Posted on April 12, 2023April 12, 2023
  • Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Posted on April 11, 2023April 11, 2023
  • Essentials of Big Data Exploration with Vaex

    Essentials of Big Data Exploration with Vaex

    Posted on April 10, 2023April 10, 2023
  • Convenient Methods to Read and Export Big Data with Vaex

    Convenient Methods to Read and Export Big Data with Vaex

    Posted on April 10, 2023April 10, 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

7 Practical Methods to Add Columns in a DataFrame of Pandas

Demonstrate how to easily add columns in a DateFrame of Pandas As we know, Pandas is a popular Python library...

Posted on April 14, 2023April 14, 2023
  • Data Analysis
  • Data Preprocessing
  • Pandas

Convenient Methods to Add New Rows in a DataFrame in Pandas

To display how to easily add new rows to the beginning, end and any other position of a DataFrame in...

Posted on April 12, 2023April 12, 2023
  • Data Analysis
  • Data Preprocessing
  • Pandas

Easily Simulate Streaming Data Visualization using Streamz and hvPlot

Using Streamz to generate streaming data and hvPlot to visualize the streaming data in time Streaming, living or real-time data...

Posted on April 11, 2023April 11, 2023
  • Data Visualization
  • Data Analysis
  • hvPlot

Essentials of Big Data Exploration with Vaex

To display the essentials of using Vaex for big data exploration with a real-world dataset Similar to Pandas, DataFrame is...

Posted on April 10, 2023April 10, 2023
  • Data Analysis
  • Big Data
  • vaex

Convenient Methods to Read and Export Big Data with Vaex

To demonstrate how easy and practical to read and export data using Vaex, one of the fastest Python library for...

Posted on April 10, 2023April 10, 2023
  • Big Data
  • Data Analysis
  • vaex

Easily Implement Fuzzy C-Means Clustering in Python

Use Python and the fuzzy-c-means package to easily implement fuzzy c-means clustering on a real-world dataset In the previous, we...

Posted on April 7, 2023April 7, 2023
  • Machine Learning
  • AI
  • Clustering

Easily Implement DBSCAN Clustering in Python with a Real-World Data

Demonstrates how to easily implement DBSCAN clustering in Python using a real-world example In the previous articles, we have demonstrated...

Posted on April 5, 2023April 5, 2023
  • AI
  • Clustering
  • Machine Learning

Practical Process to Implement Hierarchical Clustering with Python

To demonstrate how to easily implement Hierarchical clustering in Python using a real-world dataset In the last article, we have...

Posted on March 31, 2023March 31, 2023
  • AI
  • Clustering
  • Machine Learning

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Data Preprocessing

  • 7 Practical Methods to Add Columns in a DataFrame of Pandas

    7 Practical Methods to Add Columns in a DataFrame of Pandas

    Posted on April 14, 2023April 14, 2023
  • Convenient Methods to Add New Rows in a DataFrame in Pandas

    Convenient Methods to Add New Rows in a DataFrame in Pandas

    Posted on April 12, 2023April 12, 2023
  • 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

Data Visualization

  • Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Posted on April 11, 2023April 11, 2023
  • 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 Visualization with hvPlot (III):  Multiple Interactive Plots

    Data Visualization with hvPlot (III): Multiple Interactive Plots

    Posted on March 9, 2023March 9, 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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