May 7, 2:00 – 4:30 PM (UTC)
Get ready for an amazing journey into the world of data and machine learning! In this thrilling meetup, we'll embark on a mission to train a computer to foresee whether bank clients are likely to stop using a service, and so much more. Meetup Theme - Taming the Power of Data: From Predictions to Computer Vision Grab your ticket today!
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Get ready for an amazing journey into the world of data and machine learning!
Last time, we explored how arrays, vectors, and matrices form the building blocks of the infamous dataframe. Data wizards constantly transform these containers to unlock solutions to complex problems. But now, we're taking it up a notch!
Ever wondered how you decide whether to carry an umbrella? It rained yesterday and today, so chances are it'll rain again (Remember - Formulate - Predict) [Credit: Luis Serrano (2020). Grokking Machine Learning. Manning Publications]. What if we could teach computers to make predictions like these? Buckle up, because that's exactly what we're going to do!
In this thrilling meetup, we'll embark on a mission to train a computer to foresee whether bank clients are likely to stop using a service. We'll load data, transform it, and attempt to make mind-bending predictions (Remember-Formulate-Predict). We'll also unveil custom algorithms that can bring you tantalizingly close to the answer without relying on machine learning.
The excitement doesn't stop there! We'll dive into Label Studio and prepare a dataset for computer vision, teaching machines to recognize images like never before. And get this – the methods used in computer vision can be applied to time series analysis and natural language processing, which we'll explore in future meetups.
Don't miss out on this incredible opportunity to expand your data and machine learning horizons. Join us and be part of a community pushing the boundaries of what's possible.
Spaces are limited, so secure your spot today!
Agenda:
1. Arrival and Introduction
2. Task introduction: Banking dataset
3. Exercise: Try to solve the problem without machine learning
4. Label studio for computer vision
* Next time: Data version control
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Tuesday, May 7, 2024
2:00 PM – 4:30 PM (UTC)
2:00 PM | Arrival and Introduction |
2:30 PM | Task introduction: Banking dataset |
3:15 PM | Exercise |
3:45 PM | Label studio for computer vision |
4:15 PM | Closing Remarks and Networking |
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