Towards Data Science

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• Is Your Data Lifting You Up or Letting You Down?
  May 9, 2024
  Understanding and avoiding negative returns on dataContinue reading on Towards Data Science »
• How to Create Your Own CV Dataset Using Satellite Imagery: Wildfires from Space
  May 9, 2024
  Collecting images to train CNNsUnless otherwise noted, all images are by the author, based on Sentinel-2 data.Have you ever had this idea that a pet project on the application of ML to satellite images might significantly strengthen your data science portfolio? Or have you trained some models based on datasets developed by other people but not […]
• Chatbot Morality?
  May 8, 2024
  Exposing the promise and perils of ChatGPT’s convincing moral rhetoricImage generated by OpenArt.aiby Eyal Aharoni (website) and Eddy Nahmias (website) Georgia State UniversityAI Chatbots like ChatGPT, LLaMA, Bard, and Claude have taken the world by storm, wowing millions of users with their apparent ability to synthesize information and solve a variety of problems using natural language. […]
• Recurrent Neural Networks — An Introduction To Sequence Modelling
  May 8, 2024
  What are recurrent neural networks demonstrated by diagrams and worked examplesContinue reading on Towards Data Science »
• Python One Billion Row Challenge — From 10 Minutes to 4 Seconds
  May 8, 2024
  The one billion row challenge is exploding in popularity. How well does Python stack up?Continue reading on Towards Data Science »
• Reducing the Size of Docker Images Serving Large Language Models (part 2)
  May 8, 2024
  How to reduce a “small” Docker image by another 10%.Continue reading on Towards Data Science »
• Learn Shiny for Python with a Puppy Traits Dashboard
  May 8, 2024
  Step-by-step guide to creating “Who is the Goodest Doggy” Application with Shiny for Python, from foundation to styling.Continue reading on Towards Data Science »