We'll start with using structured data in this course. This video provides an overview of structured data - what it is, and some of the terms we'll use when working with it. Slides: https://docs.google.com/presentation/...
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Practical AI 018: Text Classification
Practical AI 017: Natural Language Processing
Practical AI 016b: Image Classification Notebook with TensorFlow
Practical AI 016a: Notebooks Demo
Practical AI 016: Notebooks
Practical AI 015a: Revisiting Image Classification
Practical AI 015: Revisiting Image Classification
Practical AI 014, Part 2: More AI Application Development
Practical AI 014, Part 1: More AI Application Development
Practical AI 013 - AI Development Process
Practical AI 012a: Training an Image Classification Model with Vertex AI
Practical AI 012: Off-the-Shelf Image Classification
Practical AI 011: Off-the-Shelf Models
Practical AI 010a: Using BigQuery ML
Practical AI 010: BigQuery ML
Practical AI 009a: Feature engineering
Practical AI 009: Data Transformation and Cleaning
Practical AI 008: A Bit of Machine Learning
Practical AI 007a: Working with BigQuery
Practical AI 007: Working with BigQuery
Practical AI 006: Structured Query Language (SQL)
Practical AI 005: More About Structured Data
Practical AI 004: Structured and Unstructured Data
Practical AI 003: The 5 Vs of Data