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In this course, you will learn:
- Learn the fundamental 'Hello World' of machine learning, in which, rather than creating explicit rules in a language like Java or C++, you create a system that is trained on data to infer the rules that govern the connection between numbers.
- Using TensorFlow on Google Cloud Compute Engine, build and train a computer vision model to distinguish various apparel articles.
- Investigate convolutional filters. You learn what they are and how they work by extracting characteristics from an image!
- You also investigate pooling, which compresses your image and emphasizes its details. etc.
Syllabus:
- TensorFlow: Qwik Start
- Introduction to Computer Vision with TensorFlow
- Introduction to Convolutions with TensorFlow
- Classify Images with TensorFlow Convolutional Neural Networks
- Identify Horses or Humans with TensorFlow and Vertex AI
- Classify Images with TensorFlow on Google Cloud: Challenge Lab
