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AI Data
Understand datasets, preprocessing, feature engineering, embeddings, and data pipelines that power modern AI systems.
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01
Datasets & Data Sources
This lesson covers the basics of datasets and data sources in AI, including where to find public datasets, how to filter...
02
Data Preprocessing
This lesson covers the importance of data preprocessing in AI, including cleaning, transforming, and normalizing data to...
03
Feature Engineering
This lesson covers the process of selecting and transforming raw data into meaningful features that can improve the perf...
04
Embeddings & Vector Representations
This lesson covers the concept of embeddings and vector representations in AI, specifically how they are used to represe...
05
Data Pipelines & Augmentation
This lesson covers data pipelines and augmentation, which are crucial skills for efficiently loading, parsing, and prepr...