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    Back to Machine Learning: Classification

    Learner Reviews & Feedback for Machine Learning: Classification by University of Washington

    Filled StarFilled StarFilled StarFilled StarHalf Faded Star
    4.7
    stars
    3,734 ratings

    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,...). In our second case study for this
    course, loan default prediction, you will tackle financial data, and predict when a loan is likely to be risky or safe for the bank. These tasks are
    an examples of classification, one of the most widely used areas of machine learning, with a broad array of applications, including ad targeting,
    spam detection, medical diagnosis and image classification. In this course, you will create classifiers that provide state-of-th...
    ...

    Top reviews

    SM

    Jun 15, 2020

    Filled StarFilled StarFilled StarFilled StarFilled Star

    A very deep and comprehensive course for learning some of the core fundamentals of Machine Learning. Can get a bit frustrating at times because of numerous assignments :P but a fun thing overall :)

    SS

    Oct 16, 2016

    Filled StarFilled StarFilled StarFilled StarFilled Star

    Hats off to the team who put the course together! Prof Guestrin is a great teacher. The course gave me in-depth knowledge regarding classification and the math and intuition behind it. It was fun!

    Filter by:

    476 - 500 of 589 Reviews for Machine Learning: Classification

    Filled StarFilled StarFilled StarFilled StarStar

    By Yingnan X

    •

    Apr 14, 2016

    A good course to start learning classifications and getting exposure to algorithms. The instructor is awesome!!

    Filled StarFilled StarFilled StarFilled StarStar

    By Oleg R

    •

    Oct 9, 2016

    I would prefer more complex assignments and more advanced math concepts in the course. Otherwise it is great.

    Filled StarFilled StarFilled StarFilled StarStar

    By Thrivikrama

    •

    Oct 12, 2016

    Good course.. Should have SVM related info too -- waiting for the promised optional videos from Prof. Carlos

    Filled StarFilled StarFilled StarFilled StarStar

    By Tomasz J

    •

    Apr 4, 2016

    Great course! However I put only 4 starts because I would like to see random forests which are not present.

    Filled StarFilled StarFilled StarFilled StarStar

    By Baubak G

    •

    Jun 10, 2018

    I think the course on boosting could be worked on better. But all in all I really enjoyed this course.

    Filled StarFilled StarFilled StarFilled StarStar

    By Simon C

    •

    May 1, 2020

    It's still a great course. But I think the quality of the regression one is better than this overall.

    Filled StarFilled StarFilled StarFilled StarStar

    By Scott A

    •

    Jul 19, 2021

    Class was inconsistent, it started very detailed and became over-simplified in the later weeks.

    Filled StarFilled StarFilled StarFilled StarStar

    By Srinivas C

    •

    Dec 2, 2018

    This course was really good and helped in understanding different techniques in Classification

    Filled StarFilled StarFilled StarFilled StarStar

    By HIMBERT F

    •

    Aug 19, 2023

    Good level

    Assignements based on SFrame. Can be adaptated to pandas but that's not so obvious.

    Filled StarFilled StarFilled StarFilled StarStar

    By Sapna A

    •

    Feb 2, 2021

    The course was awesome, especially with sentimental classification case explanation... Thanks

    Filled StarFilled StarFilled StarFilled StarStar

    By ZhangBoyu

    •

    Jul 20, 2018

    The lecturer speaks in a quite unclear manner, besides, everything is great and detailed.

    Filled StarFilled StarFilled StarFilled StarStar

    By shashank a

    •

    Jun 9, 2020

    Overall good, But it seems like same type of questions are repeated in assignment quiz

    Filled StarFilled StarFilled StarFilled StarStar

    By Rattaphon H

    •

    Aug 13, 2016

    The questions are hard to understand and ambiguous though their answers are easy.

    Filled StarFilled StarFilled StarFilled StarStar

    By Bruno G E

    •

    Apr 17, 2016

    Lack some of classical classification algorithms like SVM and Neural Netwroks.

    Filled StarFilled StarFilled StarFilled StarStar

    By Jacob M L

    •

    Jun 24, 2016

    Very approachable material, given the diversity of classification algorithms.

    Filled StarFilled StarFilled StarFilled StarStar

    By hiram y s

    •

    Apr 26, 2020

    Very well explained and with careful guidance through the programming steps.

    Filled StarFilled StarFilled StarFilled StarStar

    By Luiz C

    •

    Jun 7, 2018

    Clear, good engaging videos, good quality/complexity balance of exercises

    Filled StarFilled StarFilled StarFilled StarStar

    By Zebin W

    •

    Aug 24, 2016

    It covers many aspects in clustering and the assignments are very helpful

    Filled StarFilled StarFilled StarFilled StarStar

    By Luis d l O

    •

    Jun 22, 2016

    Very easy to follow and didactic. Very good material in the assignments.

    Filled StarFilled StarFilled StarFilled StarStar

    By Sander v d O

    •

    May 9, 2016

    Simply a great course. Good intro to machine learning classifiation.

    Filled StarFilled StarFilled StarFilled StarStar

    By Franklin W

    •

    May 4, 2017

    Great beginner/advanced course for Machine Learning Classification!

    Filled StarFilled StarFilled StarFilled StarStar

    By Pascal U E

    •

    Mar 7, 2016

    Take you too long to come back, but the content is great. Good job

    Filled StarFilled StarFilled StarFilled StarStar

    By Harshit P

    •

    Oct 3, 2022

    This is the perfect course but could be better if we use Sklearn

    Filled StarFilled StarFilled StarFilled StarStar

    By Michael B

    •

    Sep 4, 2016

    Good survey of the material, but assignments are superficial.

    Filled StarFilled StarFilled StarFilled StarStar

    By vardan l

    •

    Jan 26, 2018

    Some instructions in programming assignments are not clear.

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