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學生對 密歇根大学 提供的 Applied Machine Learning in Python 的評價和反饋

4.6
7,601 個評分
1,391 條評論

課程概述

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....

熱門審閱

AS
2020年11月26日

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.

FL
2017年10月13日

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!!

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576 - Applied Machine Learning in Python 的 600 個評論(共 1,374 個)

創建者 Marc B

2017年6月30日

I learnt a lot about machine learning - great assignments as well

創建者 Daniel S A

2021年5月12日

Really good course if you are starting to learn Machine Learning

創建者 John P

2021年4月11日

Fantastic Course. Loved the quizzes and programming assignments.

創建者 Chinmay A T

2020年6月24日

Very Good course. Instructor explained every topic very clearly.

創建者 Nakul S

2018年7月2日

Great course, got to learn a lot. Very helpful discussion forum.

創建者 19IT001 A

2021年7月26日

Great one! Learnt In-depth working of all supervised algorithms

創建者 Bibek B

2020年11月15日

Well balanced course. The lecture and assignment were excellent

創建者 SIVASHANKARAN K

2020年7月17日

Mentor for this course is very good at explaining each concepts

創建者 Radheshyam R

2019年11月16日

Great course for someone like me with mid level skills in ML/AI

創建者 Jephter K P

2017年9月5日

This was an opportunity i could never miss, i have learnt a lot

創建者 Ioannis K

2020年2月10日

I really enjoyed the notebooks and the videos of Prof Thomson

創建者 kuleafenu j

2020年1月8日

I have rely enjoyed this course because it is very informative

創建者 poornanandasa

2019年8月18日

it was nice and everything was super and explanation was super

創建者 Sudharshana B B

2019年6月15日

An excellent program on applied Machine and highly recommended

創建者 Roberto L L

2019年1月26日

Awesome Course, I learned a lot of tools from Machine Learning

創建者 Samuel E G G

2018年12月16日

Fantastic. Though the teacher is not as good as the first one.

創建者 Umesh K M

2021年9月1日

It was good and I have learned so much about machine learning

創建者 Luciano D

2020年10月18日

Excellent course, and awesome teacher. He knows his stuff!!!!

創建者 Fábio R D d B

2019年1月17日

Great course. Good mood to expose info. Congrats for content!

創建者 Harshit K

2017年10月4日

One of the great courses to learn machine learning in Python.

創建者 Veronika S

2021年10月10日

It is a great course! :) Clearly explained and good practice

創建者 BENJAMÍN E V

2020年10月11日

Very complete course, great professor and a good assignments

創建者 Mega D

2019年10月15日

Great class with very informative examples, and applicatoins

創建者 ANURAG S

2019年9月18日

Course was fully explained in details and with good exercise

創建者 Ayon B

2018年10月19日

Good course. And challenging indeed, especially the quizzes.