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
6,890 個評分
1,246 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

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!!

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.

篩選依據:

276 - Applied Machine Learning in Python 的 300 個評論(共 1,226 個)

創建者 Krishna D

2017年12月8日

Excellent Course. Well presented and good organized python notebooks, quiz and assignments.

Enjoyed the project very much.

Looking forward for future classes

創建者 Harry A

2020年2月15日

An ideal platform to start your discovery and exploration of the world of Machine Learning. A programming knowledge, however, is a necessary prerequisite.

創建者 Gabriella J

2018年1月27日

Great course, very useful, with a very practical approach.

I suggest to everyone, working on datascience and that needs to familiarize with Python language

創建者 Dontham S R

2020年6月30日

It is a good course that teaches how to apply machine learning models. I learnt basics from Machine Learning by Andrew Ng and learned to apply them here.

創建者 李向杰

2018年9月19日

quite good, through this course I have gained knowledge and basic concept of machine learning and how to use python to run these machine learning models.

創建者 Rishabh R

2020年6月18日

It is a really an awesome hands on short course. This course and the assignments mainly focuses on efficient and smart way of python programming for ML.

創建者 Lakshman

2020年5月20日

Great course which concentrates on practical application of where algorithms can be applied, also taking into consideration on how each algorithm works.

創建者 Mohit T

2019年1月15日

Truly enjoyed the course, especially the assignment in module 4. Course is different from other similar courses as it provides good hands on experience.

創建者 Manuel T

2018年1月14日

very good course: fast-paced, very straight-forward explained. Assignments do make sense and repeat what you learn during the course. I can recommend it

創建者 Emmanuel M

2020年6月18日

It is an excellent course, an incredible guide. When I started, I had no idea where to start. This course has given me many tools to continue learning.

創建者 Christian L

2019年3月21日

Very good hands-on course to explore the implementation of the major ML algorithms with Python - Probably more valuable with prior general ML knowledge

創建者 Vishy R

2020年2月25日

Amazing course. Initially frustrating, as assignments are pretty hard, but once you get into it, the learning is just immense. Thank you, Professors!!

創建者 Rafael A A S

2018年7月29日

Extraordinary course. Contents were very useful for the learning process. This is a good start for diving into this amazing world of machine learning.

創建者 Aneek A

2017年9月30日

Very informative and covers Machine Learning (along with scikit learn) in great breadth!! Would love to see a bit more challenging assignments though.

創建者 Alexandre G

2019年10月24日

This is a very good course. Probably, much time should be given, especially for Week 2 and Assignment of Week 4. Thank you very much for the course!

創建者 Surya P M

2019年3月31日

complex topics are explained in a simple way. coding assignments, quiz helped a lot to learn and apply numerous machine learning concepts perfectly.

創建者 Jay N

2018年10月18日

very very excellent, got to learn whole lot of machine learning models and approaches. i'm straight away going for kaggle competitions after this.

創建者 Carlos F P

2018年9月20日

It gives a great overview of different machine learning methods. I found useful information that can be missing in other ML courses. Great course!

創建者 DESHPANDE J S

2017年7月9日

I am a beginner in Machine Learning. I find this course very easy to follow, interesting and informative. Thank you for the efforts you've put in!

創建者 Jack R

2020年9月23日

Great course. A LOT of information but great job at teaching conepts and how to apply them. It got me really interested in Deep Learning and MLP.

創建者 Lucas G

2017年6月5日

Great course! Really appreciated it, it taught me (and gave me lots of practice) how to use lots of different classifiers for machine learning.

創建者 Manik S

2019年2月7日

Optional references to the inner workings should be provided. For example how Decision Trees are trained and how the best division is decided.

創建者 Bruno S F C H S

2020年7月5日

Excellent course to do an overview of many ML algorithms, and with good assignments that help me to fix all the subjects that I have learned!

創建者 Ari S P

2020年5月11日

From several MOOCs that focus on ML. I love this course to understand the fundamental off ML and I can easily apply this course in my project

創建者 李子杰

2018年8月30日

Easy for beginner to follow. After finishing the course,I'm able to apply simple machine learning algorithms to area I'm currently working on