Category
Technologies
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.
Other technologies:
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
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
May 2, 2023
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
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
April 27, 2023
Introduction to LangChain for Data Engineering & Data Applications
LangChain is a framework for including AI from large language models inside data pipelines and applications. This tutorial provides an overview of what you can do with LangChain, including the problems that LangChain solves and examples of data use cases.
Richie Cotton
April 26, 2023
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.
Abid Ali Awan
April 20, 2023
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
March 20, 2023
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.
Moez Ali
November 23, 2022
Natural Language Processing Tutorial
Learn what natural language processing (NLP) is and discover its real-world application, using Google BERT to process text datasets.
DataCamp Team
April 13, 2022
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.
DataCamp Team
September 23, 2024
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.
Abid Ali Awan
March 16, 2022
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
October 16, 2023