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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
7,581 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.

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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476 - Applied Machine Learning in Python 的 500 個評論(共 1,369 個)

創建者 Konstantinos S

2017年8月15日

Excellent course that really drives you hard to acquire hands on experience on the field.

創建者 Omar M

2020年7月23日

Excellent course no doubt , thanks to the instructor and the team prepared the course ..

創建者 Mike F

2020年7月12日

Good course, includes the fundamental of machine learning and how they applied in Python

創建者 Tarun P S

2020年5月20日

Be prepared for a lot of grinding but by the end, you'll be pretty good at the material.

創建者 Jiefei W

2020年4月4日

Assignments provided good examples on how to select, fit and optimize a model in Python.

創建者 Sergej G

2019年8月17日

An amazing course, the only downside is lack of in depth unsupervised learning material.

創建者 elsa y

2018年10月9日

really recommend!very helpful to my study of machine learning. the material is classical

創建者 Shubham S M

2020年9月30日

Very Nice Platform to learn any course really worthy for student to gain some knowledge

創建者 Anders W

2020年8月16日

Well structured course with challenging exercises that greatly supported the learning.

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 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 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 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