nguyenngocbinh / snippets

Snippet R, python, SQL, Stata

Home Page:https://nguyenngocbinh.github.io/snippets/

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Snippets

Welcome to the Snippets section! Here, you'll find a collection of useful comparisons, code snippets, and resources to help you in your coding journey. Whether you're a Python enthusiast, an R aficionado, or working with SQL Server, we've got you covered. Explore our curated snippets below:

Comparisons

  • PL/SQL vs. DB2: Delve into the differences between PL/SQL and DB2 to make informed database decisions.
  • dplyr vs. pandas: Compare the data manipulation capabilities of dplyr in R with pandas in Python.
  • ggplot2 vs. matplotlib: Explore the world of data visualization by contrasting ggplot2 and matplotlib.

Python Snippets

  • Environment Setup: Learn how to set up your Python environment for efficient coding.
  • Graphs: Dive into the world of graph creation and visualization with Python.
  • Slopegraph: Explore the power of slopegraphs in data storytelling.
  • Modeling: Get hands-on with Python's modeling capabilities for data analysis.
  • Statistics: Brush up on statistical concepts and techniques in Python.
  • Code Optimization: Discover tips and tricks for optimizing your Python code.
  • Utilities: Explore various utility functions and tools to streamline your Python development.
  • REST API: Learn how to work with REST APIs in Python.
  • Jupyter Notebook Format: Dive into the world of Jupyter Notebooks and their formatting.
  • Visualize Feature Importances: Gain insights into feature importance visualization in Python.

R Snippets

  • dplyr: Master the art of data manipulation in R using the dplyr package.
  • ggplot2: Create stunning data visualizations with ggplot2 in R.
  • gganimate: Animate your ggplot2 visualizations for dynamic data exploration.
  • Treemap: Visualize hierarchical data using treemaps in R.
  • Database Operations: Explore R's capabilities for working with databases.
  • Using reticulate: Integrate Python into your R workflow with the reticulate package.
  • Working with Files and Folders: Learn how to efficiently handle files and folders in R.
  • Data Tables: Dive into data manipulation with data tables in R.
  • Creating Packages: Discover how to create and manage packages in R.

SQL Server Snippets

  • General Info: Get an overview of SQL Server and its features.
  • Permissions: Understand SQL Server permissions and access control.
  • Synonyms: Learn about using synonyms in SQL Server for simplifying object references.

Machine Learning

  • Transformer Model: Explore the powerful Transformer model used in natural language processing and machine translation.

Happy coding and exploring! Feel free to click on any of the links above to start your coding journey with these insightful snippets and comparisons.

About

Snippet R, python, SQL, Stata

https://nguyenngocbinh.github.io/snippets/

License:Creative Commons Attribution 4.0 International


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