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Machine Learning Articles

Get insights & best practices into AI & machine learning to drive data transformation, upskill, and build data cultures. Discover how you can use ML in your work.
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Machine Learning

Analyzing Top Runner Performance from A to Z with AI using DataLab (fka Workspace)

Join Filip Schouwenaars, VP of Engineering at DataCamp Workspace to see a real-time example of how AI can enable faster time to insight on data analysis tasks.

Filip Schouwenaars

2 août 2023

Machine Learning

Using Synthetic Data for Machine Learning & AI in Python

Rewatch this training to discover what synthetic data is, how it protects privacy, and how it's being used to accelerate AI adoption in banking, healthcare, and many other industries.
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Alexandra Ebert

12 juillet 2023

Machine Learning

Building AI Applications with LangChain and GPT

In the live training, you'll use LangChain to build a simple AI application, including preparing and indexing data, prompting the AI, and generating responses.
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Emmanuel Pire

15 juin 2023

Machine Learning

Sloth or Pastry? Using PyTorch and Deep Learning for Image Classification

In this session, using DataCamp Workspace we'll learn all about loading custom datasets into PyTorch and using transfer learning to perform an image processing task using a mostly-pretrained model, which we'll fine-tune.
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Maham Khan

1 juin 2023

Machine Learning

Generating Photorealistic Images using AI with Diffusers in Python

In this live training, you'll learn about state-of-the-art diffusion models and how to generate photorealistic images using Python.
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Sayak Paul

18 mai 2023

Data Science

Feature Engineering for Predicting Hotel Bookings with tidymodels

Learn how to manually engineer features, build and assess a machine learning workflow.
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Jorge Zazueta

18 avril 2023

Machine Learning

Getting Started with the OpenAI API and ChatGPT

Get an introduction to the OpenAI API and the GPT-3 model.
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Richie Cotton

3 avril 2023

Data Science

How to Explain Black-Box Machine Learning Models

Learn about the importance of model interpretation.
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Serg Masis

7 février 2023

Data Science

Sentiment Analysis and Prediction in Python

Learn how to build a machine learning model predicting sentiment.
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Justin Saddlemyer

7 février 2023

Data Science

Getting Started with Machine Learning in Python

Learn the fundamentals of supervised learning by using scikit-learn.
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George Boorman

1 février 2023