Structuring Machine Learning Projects

Coursera.org – Structuring Machine Learning Projects

Coursera.org – Structuring Machine Learning Projects Free Download. You will learn how to build a successful machine learning project

Coursera.org – Structuring Machine Learning Projects Description

If you aspire to be a technical leader in AI, and know how to set direction for your team’s work, this course will show you how.

Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two “flight simulators” that let you practice decision-making as a machine learning project leader. This provides “industry experience” that you might otherwise get only after years of ML work experience.

After 2 weeks, you will:

  • Understand how to diagnose errors in a machine learning system, and
  • Be able to prioritize the most promising directions for reducing error
  • Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance
  • Know how to apply end-to-end learning, transfer learning, and multi-task learning

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

SKILLS YOU WILL GAIN

  • Machine Learning
  • Deep Learning
  • Inductive Transfer
  • Multi-Task Learning

Coursera.org – Structuring Machine Learning Projects Free Download

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Content From: https://www.coursera.org/learn/machine-learning-projects

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