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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

  • descripstats 0.1.1 Released: Modernizing Descriptive Statistics for Pandas 2.x +

    descripstats 0.1.1 Released: Modernizing Descriptive Statistics for Pandas 2.x +

    Posted on June 4, 2026June 19, 2026
  • 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

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

Agent Memory: How AI Agents Remember, Learn, and Make Better Decisions

Understanding Short-Term Memory, Long-Term Memory, and Working Memory in AI Agents Imagine meeting someone for the first time. During your...

Posted on July 15, 2026July 15, 2026
  • AI
  • Agent Memory
  • LLMS

Agent Skills (IV): Skill Composition-How Multiple Skills Work Together to Solve Complex Tasks

Understanding How AI Agents Solve Problems That No Single Skill Can Handle In the previous articles, we learned that: An...

Posted on July 14, 2026July 14, 2026
  • AI
  • Agent Skills
  • LLMS

Agent Skills (III): Designing Effective Agent Skills

How to Define Clear Skill Boundaries for Smarter AI Agents Imagine hiring employees for a company. Would you hire one...

Posted on July 11, 2026July 11, 2026
  • AI
  • Agent Skills
  • LLMS

Agent Skills (II): How AI Agents Choose the Right Skill

A simple guide to agent routing logic (without the complexity overload) An AI agent becomes useful not just because it...

Posted on July 9, 2026July 9, 2026
  • AI
  • Agent Skills
  • LLMS

Agent Skills (I): How AI Learns to Act Like a Specialist

When people hear “AI agent,” they often imagine one super-smart system that can do everything. In reality, useful agents are...

Posted on July 9, 2026July 9, 2026
  • AI
  • Agent Skills
  • LLMS

Installing Qdrant on Jetson or Linux for Local AI Systems

Building a high-performance vector memory engine for AI agents, RAG systems, and local LLM workflows 📌 Overview Qdrant is a...

Posted on July 6, 2026July 6, 2026
  • AI
  • LLM Dataset

Mastering GitHub Profile READMEs: Personal Accounts vs. Organizations

A Complete Guide to Transforming Your Profiles into Professional Landing Pages First impressions matter in the open-source and research communities....

Posted on July 6, 2026July 6, 2026
  • GitHub
  • Profile READMEs

Ornith 1.0: A New Agentic Coding Layer on Top of Qwen and Gemma

Ornith 1.0 has recently gained attention in the open-source AI community as a new generation of “agentic coding models.” Early...

Posted on July 6, 2026July 6, 2026
  • AI
  • LLMS

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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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