Chevron Left
返回到 Machine Learning with Python

学生对 IBM 提供的 Machine Learning with Python 的评价和反馈

4.7
17,862 个评分

课程概述

Python is a core skill in machine learning, and this course equips you with the tools to apply it effectively. You’ll learn key ML concepts, build models with scikit-learn, and gain hands-on experience using Jupyter Notebooks. Start with regression techniques like linear, multiple linear, polynomial, and logistic regression. Then move into supervised models such as decision trees, K-Nearest Neighbors, and support vector machines. You’ll also explore unsupervised learning, including clustering methods and dimensionality reduction with PCA, t-SNE, and UMAP. Through real-world labs, you’ll practice model evaluation, cross-validation, regularization, and pipeline optimization. A final project on rainfall prediction and a course-wide exam will help you apply and reinforce your skills. Enroll now to start building machine learning models with confidence using Python....

热门审阅

FO

Oct 8, 2020

I'm extremely excited with what I have learnt so far. As a newbie in Machine Learning, the exposure gained will serve as the much needed foundation to delve into its application to real life problems.

RC

Feb 6, 2019

The course was highly informative and very well presented. It was very easier to follow. Many complicated concepts were clearly explained. It improved my confidence with respect to programming skills.

筛选依据:

326 - Machine Learning with Python 的 350 个评论(共 3,169 个)

创建者 P P R V T C

May 11, 2022

machine learning with python , the out come of this course is very good , all the quiz programmers and assignments in this course are very usefull for getting knowledge in machine learing with python .

创建者 Ishani S

May 3, 2020

A thorough introduction to Machine Learning for beginners. I loved this course because it explains the Machine Learning concepts very well. This course motivates me to do more study in Machine Learning!

创建者 Anthony F

Feb 20, 2020

Challenging and fun course that took everything we learned previously and built on it. As someone coming in with RStudio experience, it still stretched out my ability to code in this different language.

创建者 Pranjal S

Jul 28, 2019

Very basic course which includes important machine learning models. This course doesn't go to depth of the topic.But overall I like the labs environment which feels practical because they are in python.

创建者 Carol C

Apr 19, 2021

I learning the principle of each algorithm. It's clear and easy to get the principle. It's pretty good to learn ML in such a way, not too much information in one week. Thanks, IBM provides this course.

创建者 Franco M V

May 23, 2020

Excelente curso! Explican aspectos matemáticos y estadísticos complejos con mucha simpleza, lo que lo hace entendible inclusive para la gente que no tiene ancetedentes en la materia. Felicitaciones!

创建者 songxiaoqing

Sep 25, 2023

Great Class! You can find a large amount of material, not only machine learning theory, but also program practice and data sets. The course content and assignments are designed very scientifically.

创建者 Nicole D

Jul 16, 2020

This course is a great way to start learning about ML, as it sets out what you need to do step-by-step, explains very clearly why, and gives you a chance to experiment and practise. Thank you IBM!

创建者 Filipe F

Dec 10, 2021

Great course, they teach the very basic steps for data analysis world, which is awesome so we can get a solid basics understanding, the tests are in a great level (neither too easy nor too hard).

创建者 Muhammad U A

Sep 1, 2020

This is an amazing course. specially for those with little knowledge with python. This course has helped with the basic understanding of Machine learning and usage of python as a data scientist.

创建者 김한준

Feb 28, 2020

Excellent course! Easy to understand through the whole range of machine learning. However, some subjects are dealt in shallow, other subjects in depth! Anyway it must be great course! Thank you!

创建者 Ahmed G

Feb 2, 2020

Quite an informative course, well presented material without being overbearing for newcomers to ML. Highly recommended to everyone with prior CS experience who wants to get into AI/ML workloads.

创建者 Ivan A B C

Feb 14, 2025

Es un curso muy bueno que muestra el fundamento matemático detrás de los principales algoritmos de aprendizaje automático y con sus laboratorios permite comprender como implementarlos en python

创建者 Brahim A

Apr 7, 2019

It was an exited course though some difficulties to acquire the knowledge behind ML algorithms. But this course is worth learning. Definitely, thanks to Mr. SAEED AGHABOZORGI and all the team.

创建者 ritesh v

Jan 14, 2025

good course , some part is typical more statistical part shown, even i have good understanding of ML , so new learner will find little typical. rest tutor voice and language is understandable.

创建者 Filipe S M G

Aug 29, 2019

Very informative course, showing mostly how to use many different Machine Learning techniques. Although mathematical details are not discussed much, the intuition of the methods are discussed.

创建者 Ilayaperumal K

Dec 13, 2022

Thank you Coursera & IBM for offering such a wonderful career-oriented course. Thank you very much Dr SAEED AGHABOZORGI and Dr Joseph Santarcangelo for providing the amazing learning Journey.

创建者 Zohre J

Jun 22, 2022

In order to get familiar with machine learning algorithms I would recommend this brilliant course!

Although I have finishid this course with grede near to 90%, I cannot get my certificate!!!!

创建者 Hasina R

Sep 5, 2021

This course just gave me substantial and valuable knowledge on ml algorithms and how to apply it using python. As a result, it was a benefiting journey for me. Thanks a lot for such a course.

创建者 Arko P R

Jun 29, 2025

This course has all the major components of Machine Learning and lots of lab work to understand how this works. I recommend anyone who wants to learn Machine Learning to take up this course.

创建者 MALIKA O

Feb 1, 2023

A very informative and fun course with hands on lab section to practice. I learned a lot from it. I highly recommend it. And do the final project, it's a good practice of all the algorithms.

创建者 Munib A L

Dec 8, 2020

The course was excellent. Instructors explained each and every topic well both theoretically and practically. Recommended for beginners who want to dive into machine learning using Python.

创建者 Zaheer U R

Jun 10, 2020

One of the best course I have come across. Every module was brilliant and taught so well. Thanks to coursera and IBM for such a lovely course. Special thanks to all the tutors and mentors.

创建者 Ahmed M

Mar 19, 2020

This course provided a solid platform for machine learning and I have thoroughly enjoyed every second of it. No regrets and I look forward to continuing with similar courses in the future.

创建者 Mohammad A

Jan 13, 2023

A great course for people who have PYTHON skills and want to move toward data science. I recommend this course, however I suggest that you take a PYTHON course before taking this course.