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Udacity Nanodegree - Machine Learning - Supervised Learning, Unsupervised Learning, and Reinforcement Learning

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Udacity Nanodegree - Machine Learning

The Udacity Machine Learning Nanodegree is built with leading technology companies, such as Google and Kaggle to ensure mastery of the exact skills necessary to build a career in machine learning.

Nanodegree Overview

Machine learning represents a key evolution in the fields of computer science, data analysis, software engineering, and artificial intelligence. Machine learning is literally everywhere, and is often at work even when we don’t realize it. Google Translate, Siri, and Facebook News Feeds are just a few popular examples of machine learning’s omnipresence. The ability to develop machines and systems that automatically improve, puts machine learning at the absolute forefront of virtually any field that relies on data.

Curriculum

The following topics are covered in depth:

  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning

Certificate of Completion

TBC

Projects

Apply predictive models to massive data sets in fields like finance, healthcare, education, and more.

Table of Contents

  • Boston_Housing_Prices-Predict
  • Customer_Segments-Clustering
  • Detect_Spam-Clustering
  • Digit_Recognition
  • Finding_Donors-Clustering
  • Image-Classification
  • Neural_Networks
  • Outlier_Management
  • Project_Enron_Fraud-Clustering
  • Smart_Cab
  • Student_Intervention
  • Tensorflow-Intro
  • Titanic_Survival-Predict
  • Capstone

Conda Environment

Authors

License

Creative Commons License