Chevron Left
返回到 Applied Machine Learning in Python

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

4.6
7,736 個評分
1,414 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!!

篩選依據:

551 - Applied Machine Learning in Python 的 575 個評論(共 1,398 個)

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.

創建者 Weinan H

2019年1月21日

A very systematic introduction to most used machine learning models.

創建者 Γεώργιος Κ

2018年1月11日

A must to to have lesson for Data Science using Pandas and Matplotlib

創建者 mugnaio

2017年9月29日

As all course in this specialization, this is very interesting course

創建者 Oscar J O R

2017年7月1日

Amazing module. Clear explanations and useful examples and exercises.

創建者 Deep S

2021年2月3日

Precise and concise. Good for getting started in using Python for ML

創建者 devanshu s

2020年7月6日

very good course! Had great time applying the concepts I had learnt.

創建者 Bina S

2019年10月7日

Learned Machine learning enough to know what it is and how it works.

創建者 Mauritz v d W

2017年9月24日

One of the best applied machine learning courses I have come across.

創建者 Guilherme M S F

2021年10月31日

T​hey take all flaw points of the courses before and made it better

創建者 José J R C

2021年8月18日

Excelente curso, aprendí mucho sobre ML aplicado a problemas reales

創建者 Shyamselvaraj S

2020年9月20日

Good course for newbies who new ML , but want to apply using python

創建者 Sooraj S

2019年3月31日

Good introduction to Machine Learning and implementation in Python.

創建者 Charles F

2017年8月30日

Quite challenging but perfect for getting to grips with applied ML.

創建者 ShaoZhiyi

2017年6月29日

Pretty good. Could you add a new chapter for unsupervised learning?

創建者 RUDRAJIT D

2021年10月24日

very good platform for learning applied machine learning in python

創建者 Christopher S

2021年2月12日

Challenging, but it is literally the only way to learn this stuff.

創建者 SHAHAPURKAR S M

2020年5月4日

Excellent course material and challenging evaluation components !!

創建者 Mario A B L

2019年9月19日

Amazing course with a lot of in practice lectures and assignments.

創建者 Phillip L C

2018年12月25日

Great course - balanced and very revealing for direct application.