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
8,088 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

AS

26 de nov de 2020

great experience and learning lots of technique to apply on real world data, and get important and insightful information from raw data. motivated to proceed further in this domain and course as well.

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

Filtrar por:

201 — 225 de 1,476 Avaliações para o Applied Machine Learning in Python

por Christos G

1 de set de 2017

por John B

18 de mar de 2018

por Naman M

26 de fev de 2019

por Jonathan B

14 de jul de 2020

por Melissacrawford

6 de mai de 2020

por Farzad E

14 de mar de 2019

por CHEN S H

12 de fev de 2021

por Amitava C

18 de abr de 2020

por 谢仑辰

7 de mar de 2018

por 전하림

1 de jan de 2021

por H.-M. F C

26 de jan de 2019

por Olin S

6 de jan de 2019

por reddi m

18 de abr de 2020

por Oj S

1 de jun de 2020

por Martin G

22 de jun de 2020

por LENDRICK R

7 de abr de 2019

por Dinesh M

28 de fev de 2021

por Brian R v K

29 de out de 2017

por Yusuf E

31 de jul de 2018

por David A d A S

31 de jul de 2017

por Michael D

19 de jul de 2017

por DHANANJAY A 2

23 de nov de 2021

por Vishesh G

8 de set de 2018

por Arturo B E G

31 de mai de 2020

por Ganesh K

14 de abr de 2018