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Data Science Tutorials

Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
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Machine Learning

Containerization: Docker and Kubernetes for Machine Learning

Unleashing the Power of Docker and Kubernetes for Machine Learning Success

Moez Ali

May 30, 2023

Artificial Intelligence

How to Run Stable Diffusion: A Step-by-Step Guide

Learn how to use Stable Diffusion, an advanced open-source deep learning model that generates high-quality images from text descriptions. This tutorial covers the basics of how the model works and step-by-step instructions for running Stable Diffusion online and locally.
Kurtis Pykes 's photo

Kurtis Pykes

July 30, 2024

Spreadsheets

How to Analyze Data in Google Sheets With Python: A Step-By-Step Guide

Boost your data analysis skills with our step-by-step guide on how to analyze, manipulate and write back data in Google Sheets using Python.
Filip Schouwenaars's photo

Filip Schouwenaars

May 18, 2023

Python

High Performance Data Manipulation in Python: pandas 2.0 vs. polars

Discover the main differences between Python’s pandas and polars libraries for data science
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Javier Canales Luna

May 18, 2023

Data Science

How to Use Git Rebase: A Tutorial for Beginners

Discover what Git Rebase is and how to use it in your data science workflows.
Javier Canales Luna's photo

Javier Canales Luna

May 17, 2023

Python

Step-by-Step Guide to Making Map in Python using Plotly Library

Make your data stand out with stunning maps created with Plotly in Python
Moez Ali's photo

Moez Ali

May 15, 2023

SQL

How to Practice SQL Using any Dataset with Workspace

Learn how DataCamp Workspace optimizes the experience of working with Jupyter notebooks and SQL. Discover how to effortlessly write SQL queries, connect to databases, analyze CSV files, and leverage the power of AI assistance
Richie Cotton's photo

Richie Cotton

May 15, 2023

SQL

How to Use SQL in pandas Using pandasql Queries

Unleash the power of SQL within pandas and learn when and how to use SQL queries in pandas using the pandasql library for seamless integration.
Elena Kosourova's photo

Elena Kosourova

May 11, 2023

Artificial Intelligence

Fine-Tuning GPT-3 Using the OpenAI API and Python

Unleash the full potential of GPT-3 through fine-tuning. Learn how to use the OpenAI API and Python to improve this advanced neural network model for your specific use case.
Zoumana Keita 's photo

Zoumana Keita

January 19, 2024

Artificial Intelligence

Explainable AI - Understanding and Trusting Machine Learning Models

Dive into Explainable AI (XAI) and learn how to build trust in AI systems with LIME and SHAP for model interpretability. Understand the importance of transparency and fairness in AI-driven decisions.
Zoumana Keita 's photo

Zoumana Keita

May 10, 2023

Artificial Intelligence

Introduction to AI Agents: Getting Started With Auto-GPT, AgentGPT, and BabyAGI

Explore how AI agents Auto-GPT, AgentGPT & BabyAGI are revolutionizing autonomous AI systems. Learn about their applications, limitations & more.
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Richie Cotton

July 7, 2025