Machine Learning Specialization
Price:49 USD
Date: On request
Type: e-learning
Category: Other IT
Language: English
City: Online
/en/machine-learning-specialization
Training Description:
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.
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Additional information
4 courses
Follow the suggested order or choose your own.
Projects
Designed to help you practice and apply the skills you learn.
Certificates
Highlight your new skills on your resume or LinkedIn.
Projects Overview
Learners will implement and apply predictive, classification, clustering, and information retrieval machine learning algorithms to real datasets throughout each course in the specialization. They will walk away with applied machine learning and Python programming experience.
COURSE 1
Machine Learning Foundations: A Case Study Approach
Commitment
6 weeks of study, 5-8 hours/week
Subtitles: English, Korean, Vietnamese, Chinese (Simplified)
About the Course
Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classific
COURSE 2
Machine Learning: Regression
Commitment: 6 weeks of study, 5-8 hours/week
Subtitles: English
About the Course
Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,...).
COURSE 3
Machine Learning: Classification
Commitment
7 weeks of study, 5-8 hours/week
Subtitles: English
About the Course
Case Studies: Analyzing Sentiment & Loan Default Prediction In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,
COURSE 4
Machine Learning: Clustering & Retrieval
Commitment
6 weeks of study, 5-8 hours/week
Subtitles: English
About the Course
Case Studies: Finding Similar Documents A reader is interested in a specific news article and you want to find similar articles to recommend. What is the right notion of similarity? Moreover, what if there are millions of other documents?
7-day Free Trial
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Unlimited access to all courses in the Specialization
Watch lectures, try assignments, participate in discussion forums, and more.
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Cancel anytime.
No penalties - simply cancel before the trial ends if it's not right for you.
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$49 USD per month to continue learning after trial ends.
Go as fast as you can - the faster you go, the more you save.
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Certificate when you complete.
Share on your resume, LinkedIn, and CV.
Speakers:
Emily Fox
Amazon Professor of Machine Learning
Carlos Guestrin
Amazon Professor of Machine Learning
Participation
To participate in this training, you can Enroll
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Training Center Details
Type: LLC/OJSC/CJSC
Number of Employees: 500-1500