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

8,204 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


13 de oct. 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:

51 - 75 de 1,487 revisiones para Applied Machine Learning in Python

por Omid

22 de sep. de 2018

por Sandeep S

24 de nov. de 2019

por Abbas S

10 de sep. de 2020

por kapish s

28 de may. de 2019

por Vaibhav S

26 de jun. de 2018

por Athira C

30 de ene. de 2019

por Pawan M

4 de may. de 2020

por Haim S R

27 de jun. de 2019

por Krishna B S

6 de mar. de 2019

por Ankur P

30 de mar. de 2019

por Katherine F

28 de oct. de 2020

por Justin F

26 de sep. de 2017

por Martin M

10 de ago. de 2020


11 de jul. de 2020

por Gregory O

25 de sep. de 2017

por Shubham N

23 de ago. de 2020

por Nahuel V

3 de ago. de 2020

por Subhadeep B

20 de ago. de 2020

por Thomas M S

9 de feb. de 2018

por Dror L

25 de nov. de 2017

por Kale H

31 de may. de 2020

por Rakesh D

10 de nov. de 2019

por Stephen O

25 de ago. de 2020

por Keshav B

2 de ene. de 2020

por Mohamed R

27 de mar. de 2020