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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
7,976 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

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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276 - Applied Machine Learning in Python 的 300 個評論(共 1,442 個)

創建者 Juan D O V

2020年6月15日

Really good course, although it is more focused on the practical aspect I really learn much more about different machine learning techniques for improving and applying a model.

創建者 Hanbin Z

2019年8月20日

It is a great course. The lectures is interesting and full of knowledge. Though the assignments are challenging, especially the last one, I really learn a lot from this course.

創建者 Valeriya P

2017年7月25日

multi selection questions in quizzes are a bit hard to handle, i think there should be more hands-on experience included. Loved notebooks when one answer lead to the next one.

創建者 Machiraju S

2020年10月25日

The content is so crisp and articulated well. The assignments and quiz need fair amount of work to complete. My fav part of this course is week 4 and tutor nailed it so well.

創建者 Jay S

2017年7月2日

Excellent introduction to Machine Learning! The course focus is on supervised ML. Well taught ! Course is well structured with lots of tips & tricks for model evaluation.

創建者 yepi

2017年7月1日

Great course! I have learnt a lot of machine learning skills from this course. Regression, classifier, metrics, clustering. This course cover both theory and practicing. The

創建者 Aayush N

2020年7月8日

A dedicated course with focus on application of supervised machine learning algorithms which can help the student to apply these algorithms in many real-world applications.

創建者 John J M

2020年6月5日

Feel strongly, that this is the best of the 3 core courses in the specialization. The lectures were excellent and the notebook modules supplemented the lectures very well.

創建者 Jean A S

2021年5月3日

The course is very interesting, well structured, and the videos are well done.

The teacher's speaking speed is very interesting, it allows to better understand the lessons

創建者 Fahad R

2020年4月12日

This is a very first course of Machine Learning that I have ever completed. I believe, this is a very good course to understand some basic applications of ML in real life.

創建者 Georgios C

2020年12月16日

One of the best machine learning course! The professor is very talented! Even with a good ML background it is still a very valuable course. The final project is perfect.

創建者 vipul s

2019年12月27日

Really good course. The instructor taught in a very precise way. The teachings were spot on and comprehensive. After this, now I can start to work on real-life projects.

創建者 Dylan E

2018年5月3日

I enjoyed this course it was fun and very informative. This course also gave me a bunch of resources such as The Elements of Statistical Learning which is a great book!

創建者 Shahanavaj

2019年8月25日

It's a best course for the one who wants to learn machine learning with python. All you need to do hard work for the certification. Give your best and crack the codes.

創建者 Steffen H

2018年11月13日

Liked the course! At times a bit challenging but the discussion forums are helpful. Gave me a good overview of the topic, but I feel I have just scratched the surface!

創建者 Kelly L

2021年11月30日

Great course, both for someone who is starting out in ML and someone experienced. The Lecturer breaks down the course content very nicely in an easy to understand way

創建者 Leandro B

2020年6月14日

Well designed course. The last assignment really makes you review every lesson learned in previous modules. I recommend this course for intermediate python developers

創建者 GANG L

2017年11月4日

It's very hard to teach ML in such short course. But this course did very well, focus on how to use sci-kit classifier from clean data to select model. Very practice.

創建者 Emiliano C

2021年4月29日

Increíble curso. Ejercicios muy aplicados, a la larga ya el señor da un poco de flojera y los artículos para leer como opcionales son muy buenos, recomiendo leerlos.

創建者 Qiaochu S

2019年3月11日

This course has been really helpful to me! All the contents we need to grasp each week were well-designed and the assignments are easy, interesting and enlightening.

創建者 Giuliano G

2017年10月29日

The course is overwhelmingly interesting and provides readily available tools. The teaching assistants and professor are all extremely helpful. Absolutely suggested!

創建者 Ishita B

2021年10月29日

I COMPLETELY ENJOYED LEARNING THIS COURSE. I LOVED THE MANNER IN WHICH OUR TEACHER JUST MADE ALL THE TOPIC EASY TO UNDERSTAND. LOOKING FORWARD TO LEARN MORE SKILLS

創建者 James S

2019年2月21日

Very excellent course. Well done explanations even if there is some language confusion. Taking the time to really understand the concepts makes all the difference.

創建者 Pieter J V V V

2019年2月13日

Inspirational course, learning you in a comprehensive manner, a thorough approach to machine learning with the target specific peculiarities and possible pitfalls.

創建者 Vladimir

2017年9月27日

A course that gives not only solid understanding of Machine Learning, but provides with skills to actually practice it on real world datasets. Highly recommended.