Chevron Left
Zurück zu Applied Machine Learning in Python

Bewertung und Feedback des Lernenden für Applied Machine Learning in Python von University of Michigan

8,087 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....



13. Okt. 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!!


8. Sep. 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

Filtern nach:

1351 - 1375 von 1,474 Bewertungen für Applied Machine Learning in Python

von Md J A

18. Aug. 2017

von MOHD A

10. Sep. 2020

von NITYA B 2

17. Okt. 2021

von tanmoy p

18. Dez. 2020

von Learner

28. Nov. 2020

von Anant k

26. Sep. 2020

von Sajal P

12. Aug. 2020

von Latha B N

9. Juli 2020

von Yzeed A

30. Okt. 2019

von Manas C

12. Dez. 2021

von Ketan S R

4. Juli 2019

von Shubham J

2. März 2022

von Nigel S

9. Juni 2019

von Jonathan B

21. Okt. 2017

von Ryan D

15. Juli 2019

von Jennifer W

11. Nov. 2020

von Dimos G

3. Sep. 2019

von David M

19. Okt. 2018

von Gu X

19. Okt. 2017

von Pablo S

21. Aug. 2020

von Melanie B

17. Juli 2017

von Carl W S

2. Juli 2017

von Daniel K

24. Mai 2020

von Tamás M

7. Juli 2022

von Thiti C

31. Mai 2020