First Steps with Numerical Data in Machine Learning

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Human in loop podcasts

Priti Y.

16 episodes

4 days ago

Educational podcasts blending human research and AI-generated content, promoting curiosity, critical thinking, and lifelong learning.

Technology

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Educational podcasts blending human research and AI-generated content, promoting curiosity, critical thinking, and lifelong learning.

Technology

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First Steps with Numerical Data in Machine Learning

Human in loop podcasts

8 minutes 32 seconds

3 months ago

First Steps with Numerical Data in Machine Learning

Based on the “Machine Learning ” crash course from Google for Developers:⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠https://developers.google.com/machine-learning/crash-course⁠

Before feeding data into a machine learning model, it’s crucial to understand it. This episode walks you through the essential first steps: visualizing data, calculating basic statistics like mean and percentiles, and spotting outliers that could skew your model. Whether you're using pandas or plotting histograms, these techniques lay the foundation for effective ML pipelines.

Disclaimer: This podcast is generated using an AI avatar voice. At times, you may notice overlapping sentences or background noise. That said, all content is directly based on the official course material to ensure accuracy and alignment with the original learning experience.