Chevron Left
Volver a Applied Machine Learning in Python

Opiniones y comentarios de aprendices correspondientes a Applied Machine Learning in Python por parte de Universidad de Míchigan

8,094 calificaciones

Acerca del 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....

Principales reseñas


8 de sep. 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


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.

Filtrar por:

1451 - 1475 de 1,478 revisiones para Applied Machine Learning in Python


16 de may. de 2020

por shreyas

29 de jun. de 2020

por Abir H R

30 de jun. de 2020

por Wojciech G

28 de oct. de 2017


10 de abr. de 2022


29 de oct. de 2021

por Eduardo A R O

4 de ago. de 2022

por Aarya P

30 de sep. de 2020

por Daniel J

30 de abr. de 2021

por Douglas H

10 de abr. de 2021

por Oswaldo C

22 de ago. de 2020

por Jean-Michel P

2 de jun. de 2021

por Bart S

20 de oct. de 2021

por Vjaceslavs M

4 de abr. de 2021

por David C

8 de nov. de 2020

por Gallina S

19 de nov. de 2021

por Paul C

27 de mar. de 2021

por Dhawal M

13 de ene. de 2022

por Michael O S

16 de sep. de 2021

por Topiltzin H

22 de mar. de 2021


19 de mar. de 2021

por Aditya M

17 de jul. de 2020

por Deyner L P

29 de may. de 2022


14 de ago. de 2020

por Joe R

31 de mar. de 2021