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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
7,974 個評分
1,452 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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501 - Applied Machine Learning in Python 的 525 個評論(共 1,442 個)

創建者 Michael I

2020年7月29日

Good connect between the course content, lectures and the assignments. Relvant content.

創建者 Yashwardhan S

2022年3月9日

Great course and everything was explained very well and in the simplest possible terms

創建者 Vydumkin P

2021年1月11日

Good ratio of new knowledge and experience vs mathematical and programming difficulty.

創建者 Tiberiu T

2020年2月1日

A comprehensive review of the most important concepts and methods in machine learning.

創建者 Daniel R

2018年12月12日

Wonderful program, great teacher. Learned a lot and have used a bit in the real world!

創建者 Santiago D D

2018年9月5日

Excellent topic and presenter! I learned a lot about Machine Learning from this class.

創建者 Somdev B

2021年6月27日

This course is great for someone who wishes to explore the vista of machine learning!

創建者 Dr S K

2019年1月8日

Good course. Lots of material, and direction what to study. I have really enjoyed it.

創建者 Luis A L P

2020年12月24日

Es un excelente curso. Tiene contenido muy valioso y listo para ponerlo en práctica.

創建者 Naren S

2020年9月4日

the assignments are too hard,but really educative and interesting.i loved the course

創建者 Faizaan W

2020年6月15日

Really helpful

I will teach you ML from strach.

Thank you coursera & Trainer Thompsom

創建者 sam s

2022年3月24日

Even taking graduate level ML classes, the lessons I learned here are still useful!

創建者 Lahari M

2020年6月11日

The best course ever for understanding the ml concepts clearly.thanks to coursera.

創建者 Yunhong H

2019年3月23日

I learned a lot from this course. I gained confidence after I finished this course.

創建者 Alejandro M

2018年1月14日

The Course give you a general view and direct applications in Business and Science.

創建者 David M

2021年2月26日

Extremely useful. The most import course within the specialization in my opinion.

創建者 Ozgun K S

2020年8月4日

Both classes and assignments are both perfectly structured and very well designed.

創建者 GAJULAMANDYAM D K R

2020年6月13日

very deep explanation...super quick guide for beginners interested in exploring ML

創建者 Rodrigo G M

2020年5月4日

Very well presented. The content is on the correct depth, and very much practical.

創建者 Muhammad M M

2020年1月20日

it's very good explanation about how we use Machine Learning in real-life problem.

創建者 BRAD O

2019年8月28日

This is a great introductory course to Machine learning and I enjoyed it very much

創建者 Antonios P D

2017年11月29日

Nice introductory course to Machine Learning, with focus on applying it in Python.

創建者 Gifari Z

2020年11月2日

Very nice introduction of ML using python. Comprehensive and practical materials.

創建者 Millennium G

2020年7月18日

Great course! Professor is also very good as he took real life examples to teach.

創建者 PATEL H K

2020年6月2日

Awesome course!! should definitely take this to learn Machine Learning in advance