Cover Image for WEEK 3: Data Handling & Preprocessing

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TOOLS & PLATFORMS: Python (via Google Colab) Scikit-learn, TensorFlow/Keras Hugging Face Transformers BONUS CONTENT BY WEEK: Week 2: Python cheat sheet Week 4: ML algorithm cheat cards

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WEEK 3: Data Handling & Preprocessing

AI Engineering Essentials

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About Event

Goal: Understand that data is everything in AI.

What is good data vs bad data?
Cleaning data using Pandas
Handling missing values, duplicates, normalization
Basic data visualization (Matplotlib / Seaborn)
Assignment: Load a dataset (e.g. Titanic), clean it, and visualize 2 insights

Presented by

AI Engineering Essentials

TOOLS & PLATFORMS: Python (via Google Colab) Scikit-learn, TensorFlow/Keras Hugging Face Transformers BONUS CONTENT BY WEEK: Week 2: Python cheat sheet Week 4: ML algorithm cheat cards

Hosted By

AI