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AI Tutorials

Keep up to date with the latest techniques, tools, and research in artificial intelligence. Out AI tutorials will walk you though challenging machine learning models.
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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

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.
Richie Cotton's photo

Richie Cotton

May 2, 2023

Artificial Intelligence

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

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.
Richie Cotton's photo

Richie Cotton

April 27, 2023

Artificial Intelligence

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

Artificial Intelligence

A Guide to Using ChatGPT For Data Science Projects

Learn how to use ChatGPT in a real-life end-to-end data science project. We will use it for project planning, data analysis, data preprocessing, model selection, hyperparameter tuning, developing a web app, and deploying it on the Spaces.
Abid Ali Awan's photo

Abid Ali Awan

March 20, 2023

Artificial Intelligence

Understanding Text Classification in Python

Discover what text classification is, how it works, and successful use cases. Explore end-to-end examples of how to build a text preprocessing pipeline followed by a text classification model in Python.
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Moez Ali

November 23, 2022

Artificial Intelligence

Gradient Descent in Machine Learning: A Deep Dive

Learn how gradient descent optimizes models for machine learning. Discover its applications in linear regression, logistic regression, neural networks, and the key types including batch, stochastic, and mini-batch gradient descent.
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DataCamp Team

September 23, 2024

Artificial Intelligence

Recurrent Neural Network Tutorial (RNN)

Learn about the most popular deep learning model RNN and get hands-on experience by building a MasterCard stock price predictor.
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Abid Ali Awan

March 16, 2022

Artificial Intelligence

What is Deep Learning? A Tutorial for Beginners

The tutorial answers the most frequently asked questions about deep learning and explores various aspects of deep learning with real-life examples.
Abid Ali Awan's photo

Abid Ali Awan

October 16, 2023