Chevron Left
Zurück zu Applied Machine Learning in Python

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

4.6
Sterne
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....

Top-Bewertungen

OA

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

FL

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!!

Filtern nach:

1326 - 1350 von 1,476 Bewertungen für Applied Machine Learning in Python

von Shreekant G

17. Juli 2019

von xingkong

9. Aug. 2017

von shreyash t

28. Juli 2020

von Vaibhav S

27. Mai 2020

von Nicolas B

5. Juli 2017

von SANSKRITI G 2

26. Okt. 2021

von 李祥泰

15. Aug. 2017

von 刘倬瑞

29. Juli 2017

von Landon M L

9. Juli 2017

von Rizvaan M

21. Mai 2020

von Demirhan D

8. Sep. 2022

von Thi-Thu-Hong P

10. Aug. 2022

von Biswakarmi K

18. Aug. 2021

von Yassin B M

17. Juli 2020

von Burak

30. Sep. 2018

von David P

4. Aug. 2021

von Bama

11. Juli 2020

von Abhav T

3. Juni 2020

von Bhoris D

17. Jan. 2021

von Shashi K

18. Mai 2020

von hamzaoui m

25. Juli 2019

von Dr. K

2. Okt. 2020

von Aditya V

3. Juli 2018

von ISHAN H S

23. Juli 2017

von KILLANI T

10. Juni 2020