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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
7,576 個評分
1,385 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.

OA
2017年9月8日

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

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526 - Applied Machine Learning in Python 的 550 個評論(共 1,368 個)

創建者 Roberto L

2020年5月19日

Good explanations about the topics, and also very good the optional readings

創建者 CHANDRASHEKHAR R

2020年5月17日

It is strong course about industry perspective. I love to learn this course.

創建者 Nathan R

2017年10月17日

Excellent course. A practical application of the concepts in Python/sklean.

創建者 陈熠

2017年8月13日

Very good machine learning course working on python with little mathematics.

創建者 IamJM _

2020年9月27日

Extremely good course for your hands on implementation on machine learning.

創建者 Fernando M

2020年8月9日

This have been my favorite course so far in Coursera. I really learn a lot.

創建者 Lohit K

2020年5月8日

Amazing course, amazing professor and an overall great learning experience.

創建者 Maxwell S d C

2019年4月9日

One of the best courses ever! Plenty of things to learn, to evolve. Superb!

創建者 Phat N

2019年2月2日

Very good introductory course to approach scikit_learn!! Highly Recommend!!

創建者 Lucas P G

2020年5月25日

Very good starting point to learn how to apply the algorithims of sklearn.

創建者 Evgeny C

2020年5月18日

Really good and insightful course, but auto grader needs some improvement.

創建者 Dr G N R

2020年6月17日

excellent . but somewhat twisty assignments. please give easy assignments

創建者 Bruce M

2020年3月3日

Excellent course. I learned a lot and enjoyed the challenging

assignments.

創建者 Mohammad S

2019年7月29日

really helpful course that acts like a great refresher before interviews.

創建者 Cyril S

2018年7月26日

Incredible MOOC ! Very interesting if you want to start machine learning.

創建者 Husam A

2020年5月19日

The best course to survey machine learning algorithms and methodologies.

創建者 Anirudh S

2018年3月14日

Fantastically explained. with jupyter notebooks! appreciate your effort.

創建者 Ahmad H S

2019年7月26日

It is Comprehensive course and give great baseline to enter this domain

創建者 Val A B

2018年11月20日

This is a very good way to start machine learning if you're a beginner.

創建者 Holger P

2017年10月7日

Great course covering Python's Machine Learning library scikit-learn.

創建者 陈明

2017年9月29日

This is really a very practical course, and inspiring me to learn more

創建者 Qian H

2017年7月5日

Nice course with an good level. I really leant a lot from this course!

創建者 Thịnh C

2020年11月2日

I learnt a lot from this course. 10/10 would recommend to my friends.

創建者 Tanmoy M

2020年9月30日

Amazing. How can a course be so awesome!!! Thanks to the Instructors.

創建者 PURNA C R . K

2020年7月22日

It's a superb course well organised with good and real time examples.