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:

2951 - Machine Learning with Python 的 2975 个评论(共 3,169 个)

创建者 Pedro S

Nov 16, 2022

I understand that this a introduction course but I believe some things should have been taught in more depth.

创建者 Muhammad S

Oct 10, 2022

The answer to questions were very difficult to interpret. The feedback from staff was not very satisfactory

创建者 Raed K

Aug 11, 2020

I felt that it needs to be guided more it was tough to take the final project. But thank you for the course

创建者 Pedro V

Jan 10, 2022

Rather basic but pretty well explained. I was expecting something more advanced and with much more Math

创建者 its m

Jan 21, 2025

Coding part wasnt discussed in videos and it was left upto us to read and understand from lab exercises

创建者 Kiran V

Sep 3, 2019

Some concepts should be dealt with more explanation (SVM, recommedor system- collaborative filtering)

创建者 Johan

Mar 31, 2020

The statistical equations can be explained better to enable better application in the real world.

创建者 Andrew P

Jan 17, 2020

Would have preferred more step by step explanations to the process, even if it is in written form

创建者 Dhananjay K

May 1, 2020

this course quite difficult to complete. please add some normal application in this course.

创建者 DHAVAL J

Feb 26, 2020

Could have been better especially in optimization part and pratical coding in video itself.

创建者 Pablo V V

Mar 26, 2019

I prefer a blackboard videos likek Khan Academy. Instructor looks like a robot. But its ok.

创建者 Sokob C

Jul 25, 2020

I prefer to have more lab work to help with maintaining what was covered in each section.

创建者 Mike B

Aug 30, 2021

some errors in the code. Seemed like a marketing tool for IBM vs. a training session.

创建者 冷茗彬

Mar 1, 2025

Mathematical explanation is not enough. But it is a good course for general overview.

创建者 Yunqi H

Jul 22, 2019

The course contents are okay. However, the labs and final exam are not well designed.

创建者 Md A A S

Aug 25, 2025

The Videos are too fast and generated using AI. It should be human generated video.

创建者 Mahan M

Oct 13, 2019

very hard compared to the other courses in this data science package, but good info

创建者 Karan S

Aug 20, 2024

it was good theoretically, but have could have been better in practical learning.

创建者 Asavari P

Feb 26, 2021

Good learning, but very fast paced. A little more practice assignments would help

创建者 shankar p

May 27, 2020

Watson Studio was not enough explained. extremely difficult to work on it.

创建者 Jayesh M

Jan 27, 2020

Too complex course, some one will do not understand many things out of it.

创建者 Jofre T C

Aug 5, 2024

I have ended the course with Honors and is not visible on my certificate

创建者 Abdulwahab A

Apr 3, 2020

Was not easy to use the code on my local machine.

I was using spyder IDE

创建者 VRS

Jul 24, 2019

Should be an extensive course.The coding part should be explained more.

创建者 Scott M

Dec 6, 2020

Course content was good however the final assignment was confusing.