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In LinkedIn’s 2020 Emerging Jobs report, AI Specialist, a role that includes machine learning, deep learning, TensorFlow, and Python as key skills, boasts 74% annual growth. All of the above skills are incorporated into Udacity’s Intro to Machine Learning with TensorFlow Nanodegree program, which is a great way to get introduced to the fundamentals of machine learning, including areas like manipulating data, supervised & unsupervised learning, and deep learning. In this program, you will complete three hands-on projects including building an image classifier, and creating customer segments, that will prepare you for one of the 50,000 open roles in machine learning.
Build a solid foundation in Supervised, Unsupervised, and Deep Learning. Then, use these skills to test and deploy machine learning models in a production environment.
Overview
Syllabus
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- Supervised Learning
- In this lesson, you will learn about supervised learning, a common class of methods for model construction.
- Deep Learning
- In this lesson, you will learn the foundations of neural network design and training in TensorFlow.
- Unsupervised Learning
- In this lesson, you will learn to implement unsupervised learning methods for different kinds of problem domains.
