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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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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

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 (AI)

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 (AI)

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.
Richie Cotton's photo

Richie Cotton

May 2, 2023

Artificial Intelligence (AI)

A Beginner's Guide to ChatGPT Prompts for Marketing

Discover how to use ChatGPT for marketing, including some example prompts to get you started.

Christine Cepelak

May 2, 2023

Artificial Intelligence (AI)

Using GPT-3.5 and GPT-4 via the OpenAI API in Python

In this tutorial, you'll learn how to work with the OpenAI Python package to programmatically have conversations with ChatGPT.
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Richie Cotton

April 27, 2023

Artificial Intelligence (AI)

Converting Speech to Text with the OpenAI Whisper API

Discover the powerful capabilities of OpenAI Whisper Python API for transcription and translation. It comes with multi-language support and prompt enhancement for accurate transcription.
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Abid Ali Awan

April 20, 2023

Python

An Introduction to Python T-Tests

Learn how to perform t-tests in Python with this tutorial. Understand the different types of t-tests - one-sample test, two-sample test, paired t-test, and Welch’s test, and when to use them.
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Vidhi Chugh

March 30, 2023