Machine Learning Specialization

Build Intelligent Applications. Master machine learning fundamentals in four hands-on courses.

There are 4 Courses in this Specialization

  1. Machine Learning Foundations: A Case Study Approach

  2. Machine Learning: Regression

  3. Machine Learning: Classification

  4. Machine Learning: Clustering & Retrieval

SKILLS YOU WILL GAIN

  • Data Clustering Algorithms

  • Machine Learning

  • Classification Algorithms

  • Decision Tree

  • Python Programming

  • Machine Learning Concepts

  • Deep Learning

  • Linear Regression

  • Ridge Regression

  • Lasso (Statistics)

  • Regression Analysis

  • Logistic Regression

About this Specialization

This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval. You will learn to analyze large and complex datasets, create systems that adapt and improve over time, and build intelligent applications that can make predictions from data.


Intermediate Level Some related experience required.

Approximately 7 months to complete Suggested pace of 3 hours/week

English Subtitles: English, Arabic, French, Portuguese (European), Chinese (Simplified), Italian, Vietnamese, Korean, German, Russian, Spanish



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