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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
6,854 個評分
1,239 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

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

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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351 - Applied Machine Learning in Python 的 375 個評論(共 1,219 個)

創建者 João R W S

2017年7月4日

Excellent course! Learned a lot both about the concepts and how to apply the methods using scikit-learn. Very good job!

創建者 JAYESH R S

2020年6月27日

Awesome course really loved it, especially the visualization techniques used to represent machine learning algorithms.

創建者 Nikita

2020年6月13日

Very good explanations. Need full attention. Quizzes and assignments are really challenging. Good learning experience.

創建者 Dave C

2019年10月25日

Very enjoyable, informative and I really believe I can go on and build my own ML system with confidence. Recommended.

創建者 SUDHAKAR M S

2019年10月16日

Great Course. Helped to understand the basics of machine learning, the algorithms and their applications using python.

創建者 Pratyush L

2018年9月28日

The course gives a good overview of the concepts and a great paced programming assignments to understand the concepts.

創建者 Emanuele P

2017年10月25日

It gives you the methods and the essential knowledge to build a learning pipeline using Python and SciKit-learn tools.

創建者 Angelika E

2020年10月20日

Excellent! I learned a lot in this course. Machine learning algorithms were clearly explained and easy to understand.

創建者 Saiapin A

2017年7月23日

This is a great course for those who want to get acquainted with machine learning basics as well as its applications.

創建者 Sergio A D A

2020年8月20日

Excellent course, for understand howw work whit dataset and throw the all ways in Machine Learning and Deep Learning

創建者 Bishnu M

2018年5月27日

I have increased my lots of machine learning skills specially with python language, I have got a very good practice.

創建者 chris l

2020年1月18日

An excellent course if you are prepared to be patient and do lots of additional research outside the given content.

創建者 akshat g

2020年9月15日

It was great learning, Though I had knowledge of this but some additional points of knowledge have made me better

創建者 Said G

2019年10月26日

It was really a good experience. The content is rich and clear and the tools at our disposal are of good quality.

創建者 Dindayal H P

2019年7月20日

The overall course structure was very good. Also the instructor was good at his knowledge and explaination skill.

創建者 Pooja C

2018年6月16日

Helped me understand the fundamental concepts and practice them with assignemens. I highly recommend this course.

創建者 Janesh D

2017年11月14日

It was a great course. This course covered a lot of material and Professor explained every concepts very clearly.

創建者 Deepak G

2020年6月24日

A very nice course to get involved with the data from good resources and with great insights to draw from those.

創建者 Yuwei Y

2019年6月4日

I like this course very much. It focuses on ML application and it's easy to understand. Definitely recommend it!

創建者 Vasilis S

2018年8月12日

Great course! Assignment 4 is very interesting and allows you to apply all you've learnt in this course at once.

創建者 Ryan J

2018年2月10日

Incredibly insightful and helpful for a recent master's graduate looking to augment his skills on the job market

創建者 Matthias B

2017年8月4日

Great course, very hands-on. Maybe difficult to follow without any prior knowledge in machine learning, though.

創建者 Andrii T

2020年7月13日

Excellent course. I'm particularly thankful to the instructor, who was warm-hearted and explained well enough.

創建者 Liu L

2019年1月2日

This course provides a good introduction to using python in machine learning. It helps me to get hands on it.

創建者 Mikhail S

2017年8月27日

Thank you for the very well done course! It's really helpful, has a clear explanation of topics and examples.