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Kursteilnehmer-Bewertung und -Feedback für Applied Machine Learning in Python von University of Michigan

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6,556 Bewertungen
1,172 Bewertungen

Über den Kurs

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. The issue of dimensionality of data will be discussed, and the task of clustering data, as well as evaluating those clusters, will be tackled. Supervised approaches for creating predictive models will be described, and learners will be able to apply the scikit learn predictive modelling methods while understanding process issues related to data generalizability (e.g. cross validation, overfitting). The course will end with a look at more advanced techniques, such as building ensembles, and practical limitations of predictive models. By the end of this course, students will be able to identify the difference between a supervised (classification) and unsupervised (clustering) technique, identify which technique they need to apply for a particular dataset and need, engineer features to meet that need, and write python code to carry out an analysis. This course should be taken after Introduction to Data Science in Python and Applied Plotting, Charting & Data Representation in Python and before Applied Text Mining in Python and Applied Social Analysis in Python....

Top-Bewertungen

OA

Sep 09, 2017

This course is ideally designed for understanding, which tools you can use to do machine learning tasks in python. However, for deep understanding ML algorithms you should take more math based courses

FL

Oct 14, 2017

Very well structured course, and very interesting too! Has made me want to pursue a career in machine learning. I originally just wanted to learn to program, without true goal, now I have one thanks!!

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751 - 775 von 1,156 Bewertungen für Applied Machine Learning in Python

von PHAM A T

Mar 12, 2019

excellent course

von Shaukat

Feb 11, 2019

excellent course

von Akash C

Dec 09, 2018

Excellent Course

von Ali F

Nov 27, 2018

Excellent Course

von Anthony D

Sep 06, 2018

Essential curse!

von Rahul N P

Jun 15, 2018

Thank you Kevyn!

von N P

Sep 22, 2020

Great Course!!!

von Roshani K

Jul 13, 2020

Awesome course.

von Tony L

Jan 01, 2020

Great exercise!

von Haris P D

Dec 11, 2019

A great course!

von ashish k

Oct 22, 2019

awesome!!!!!!!!

von Juan V P

Jul 16, 2019

Awesome course!

von Francisco M

Jul 12, 2017

Good stuff here

von TANUSHREE

Aug 21, 2020

Awesome course

von David F

Aug 11, 2020

Great course!!

von Himanshu B

May 02, 2020

amazing course

von Akash D

Mar 26, 2020

Thank You! Sir

von akash p

Mar 23, 2020

it was helpful

von Moez S

Nov 18, 2019

Amazing course

von Amin O

Sep 26, 2019

Lovely course!

von George G

Dec 23, 2018

Awesome course

von li m

Oct 29, 2018

very practical

von Hema

Jul 20, 2018

Great course!!

von Julian O

Jul 05, 2018

Great overview

von Gerardo M C

Oct 12, 2017

Great course!!