Aspire Journeys

Deep Learning Fundamentals

  • 3 Courses | 1h 25m
  • 7 Labs | 7h
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Deep Learning is at the heart of some of the most sophisticated AI tools being developed today, like Computer Vision, Natural Language Processing and Generative AI. In this Aspire journey you will learn what Deep Learning is, how neural networks can be implemented, trained and tuned using TensorFlow and how to perform regression and classification tasks using Deep Learning.

In this track of the Deep Learning Aspire Journey, the focus will be on the math behind deep learning and how the basic unit of a neural network, the perceptron, works.

  • 1 Course | 45m
  • 1 Lab | 1h

In this track of the Deep Learning Aspire Journey, the focus will be on implementing and tuning neural networks using TensorFlow.

  • 1 Lab | 1h

Track 3: Regression and Classification with Neural Networks

In this track of the Deep Learning Aspire Journey, the focus will be on mastering regression and classification tasks using neural networks.

  • 1 Course | 10m
  • 2 Labs | 2h

In this track of the Deep Learning Aspire Journey, the focus will be on implementing image classification using deep learning techniques.

  • 2 Labs | 2h

In this track of the Deep Learning Aspire Journey, the focus will be on some common real world applications of deep learning.

  • 1 Course | 30m
  • 1 Lab | 1h

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