Chevron Left
Voltar para Applied Machine Learning in Python

Comentários e feedback de alunos de Applied Machine Learning in Python da instituição Universidade de Michigan

4.6
estrelas
8,210 classificações

Sobre o curso

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....

Melhores avaliações

OA

8 de set de 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

13 de out de 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!!

Filtrar por:

301 — 325 de 1,488 Avaliações para o Applied Machine Learning in Python

por vipul s

27 de dez de 2019

por Dylan E

3 de mai de 2018

por Shahanavaj

25 de ago de 2019

por Steffen H

13 de nov de 2018

por Kelly L

30 de nov de 2021

por Leandro B

14 de jun de 2020

por GANG L

4 de nov de 2017

por Emiliano C

29 de abr de 2021

por Qiaochu S

11 de mar de 2019

por Giuliano G

29 de out de 2017

por Ishita B

29 de out de 2021

por James S

21 de fev de 2019

por Pieter J V V V

13 de fev de 2019

por Vladimir

27 de set de 2017

por Jeroen v L

24 de jul de 2017

por Obed I R

20 de jul de 2017

por Kevin

28 de ago de 2020

por Fatemeh H

27 de out de 2020

por Daniel B

18 de dez de 2020

por Karen Y

30 de jul de 2017

por Eduard M

5 de jul de 2017

por Baran T

6 de ago de 2017

por Muhammad S

29 de jan de 2020

por Ji W P

22 de jul de 2017

por Jose S

16 de jun de 2017