Cheat Sheets on Data Science, Machine Learning, AI & Analytics

  •    Getting Started with Graph Database Queries, with Cheat Sheet!
    Graph databases are quickly becoming a core part of the analytics toolset for enterprise IT organizations. If you know SQL, you can easily learn Cypher and open up a huge opportunity for data analysis.

        on Nov 6, 2023 in Data Engineering
  •    10 ChatGPT Projects Cheat Sheet
    KDnuggets' latest cheat sheet covers 10 curated hands-on projects to boost data science workflows with ChatGPT across ML, NLP, and full stack dev, including links to full project details.

        on Sep 20, 2023 in Artificial Intelligence
  •    Scikit-learn for Machine Learning Cheat Sheet
    The latest KDnuggets exclusive cheatsheet covers the essentials of machine learning with Scikit-learn.

       By KDnuggets on Sep 13, 2023 in Machine Learning
  •    Python Control Flow Cheat Sheet
    The latest KDnuggets cheatsheet focuses on Python flow control, how we manage the execution order of statements in a program. Check it out for a quick start.

       By KDnuggets on Sep 6, 2023 in Python
  •    LangChain Cheat Sheet
    LangChain simplifies building AI assistants with large language models, providing an intuitive API, memory capabilities, access to external tools, the ability to chain LLM actions, and prompt templating. Check out our newest cheat sheet to get up and running now.

       By KDnuggets on Aug 16, 2023 in Natural Language Processing
  •    Best Python Tools for Building Generative AI Applications Cheat Sheet
    KDnuggets' new cheat sheet summarizes the top Python libraries for building generative AI apps, from OpenAI and Transformers to tools like Gradio, Diffusers, LangChain, and more. Ideal for both beginners and experts looking for a quick reference.

       By KDnuggets on Aug 10, 2023 in Artificial Intelligence
  •    AI Chrome Extensions for Data Scientists Cheat Sheet
    KDnuggets' latest cheat sheet presents you with an impressive array of advanced tools and resources designed to support your data science game. They cover a wide range of applications, from understanding complex scientific literature to writing high-quality manuscripts and more.

       By KDnuggets on Jun 28, 2023 in Artificial Intelligence
  •    10 ChatGPT Plugins for Data Science Cheat Sheet
    For an overview of what we believe to be the 10 of the best ChatGPT plugins for data science, check out our latest cheat sheet.

       By KDnuggets on Jun 15, 2023 in Data Science
  •    ChatGPT for Data Science Interview Cheat Sheet
    Check out our latest cheat sheet! Learn how to leverage ChatGPT for data science interview preparation.

       By KDnuggets on Jun 6, 2023 in Data Science
  •    RAPIDS cuDF Cheat Sheet
    RAPIDS cuDF is an open-source Python library for GPU accelerated DataFrames. Grab this handy reference now and accelerate your data science!

       By KDnuggets on May 11, 2023 in Data Science
  •    Machine Learning with ChatGPT Cheat Sheet
    Have you thought of using ChatGPT to help augment your machine learning tasks? Check out our latest cheat sheet to find out how.

       By KDnuggets on May 1, 2023 in Machine Learning
  •    Plotly Express for Data Visualization Cheat Sheet
    Our latest cheat sheet is a handy reference for Plotly Express, a high-level data visualization library in Python built on top of Plotly.

       By KDnuggets on Mar 22, 2023 in Data Science
  •    GitHub CLI for Data Science Cheat Sheet
    The GitHub CLI is a tool that allows for interaction with the GitHub platform with the command line interface. Mastering the most-used commands will allow you to become a productive of a data science, data engineering, or machine learning engineering development team.

       By KDnuggets on Mar 10, 2023 in Data Science
  •    ChatGPT for Data Science Cheat Sheet
    The latest KDnuggets cheat sheet covers using ChatGPT to your advantage as a data scientist. It's time to master prompt engineering, and here is a handy reference for helping you along the way.

       By KDnuggets on Mar 2, 2023 in Data Science
  •    Data Cleaning with Python Cheat Sheet
    An intuitive guide that will help you to prepare and preprocess your dataset before applying the machine learning model.

       By Eugenia Anello on Feb 21, 2023 in Python
  •    Docker for Data Science Cheat Sheet
    Docker is dependency management on steroids, helping to ensure both reproducibility and collaboration, making it an important tool for data science. Our latest cheat sheet serves as a handy Docker reference. Check it out now!

       By KDnuggets on Feb 14, 2023 in Data Engineering
  •    Streamlit for Machine Learning Cheat Sheet
    The latest cheat sheet from KDnuggets demonstrates how to use Streamlit for building machine learning apps. Download the quick reference now.

       By KDnuggets on Jan 31, 2023 in Machine Learning
  •    Markdown Cheatsheet
    Markdown is a lightweight markup language for creating formatted text using a plain-text editor. Grab this handy reference sheet to make certain you know how to implement what you need to, when you want to!

       By KDnuggets on Dec 14, 2022 in Programming
  •    Linux for Data Science Cheatsheet
    KDnuggets is back with another exclusive cheatsheet, this time sharing a Linux quick reference for data science.

       By KDnuggets on Nov 23, 2022 in Data Science
  •    Git for Data Science Cheatsheet
    Knowing git is no longer an option for data professionals. Grab this handy reference sheet now and make sure you know how to git the job done.

       By KDnuggets on Nov 16, 2022 in Programming
  •    Getting Started with Pandas Cheatsheet
    The latest KDnuggets cheatsheet aims to get you up to speed with introductory Pandas operations, and provide a handy reference as you work with the library. Check it out if you're interested in a quick start.

       By KDnuggets on Sep 29, 2022 in Python
  •    Getting Started with SQL Cheatsheet
    Want to get started with SQL? Check out the latest cheatsheet from KDnuggets to get up to speed on the basics of one of the most popular, useful, and in-demand languages in the world of data science.

       By KDnuggets on Aug 3, 2022 in SQL
  •    Python String Processing Cheatsheet
    Try this string processing primer cheatsheet to gain an understanding of using Python to manipulate and process strings at a basic level.

       By KDnuggets on Jul 11, 2022 in Python
  •    Data Preparation in R Cheatsheet
    Leverage the powerful data wrangling tools in R’s dplyr to clean and prepare your data.

       By Stan Pugsley on Jul 5, 2022 in Data Science
  •    Data Preparation with SQL Cheatsheet
    If your raw data is in a SQL-based data lake, why spend the time and money to export the data into a new platform for data prep?

       By Stan Pugsley on Jun 27, 2022 in SQL
KDnuggets Home » News » Cheat Sheets on Data Science, Machine Learning, AI & Analytics