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่ฟ”ๅ›žๅˆฐ Machine Learning with Python

ๅญฆ็”Ÿๅฏน IBM ๆไพ›็š„ Machine Learning with Python ็š„่ฏ„ไปทๅ’Œๅ้ฆˆ

4.7
ๆ˜Ÿ
17,995 ไธช่ฏ„ๅˆ†

่ฏพ็จ‹ๆฆ‚่ฟฐ

Python is a core skill in machine learning, and this course equips you with the tools to apply it effectively. Youโ€™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. Youโ€™ll also explore unsupervised learning, including clustering methods and dimensionality reduction with PCA, t-SNE, and UMAP. Through real-world labs, youโ€™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....

็ƒญ้—จๅฎก้˜…

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.

็ญ›้€‰ไพๆฎ๏ผš

2976 - Machine Learning with Python ็š„ 3000 ไธช่ฏ„่ฎบ๏ผˆๅ…ฑ 3,221 ไธช๏ผ‰

ๅˆ›ๅปบ่€… Jonathan M

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Mar 27, 2019

Loved the assignments out here. They are awesome. Anybody who knows a little python and dataframe manipulation should be comfortable with this course.

ๅˆ›ๅปบ่€… FARES A M A

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Jul 14, 2025

I think the majority of topics were handled badly because of trying to make the videos short, but on the other hand, there were a lot of good things

ๅˆ›ๅปบ่€… Mauricio F O M

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Feb 26, 2020

It could be more didatic, with more simple (and ready) codes, and also a step by step code block composition to explain better each part of it.

ๅˆ›ๅปบ่€… Meet S

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Sep 17, 2020

No Practical Videos on applying Algorithms. Just explaining algorithms. Kindly add practical videos as well. Else, the course is fantastic ๐Ÿ‘๐Ÿ‘

ๅˆ›ๅปบ่€… Christie P

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Aug 5, 2021

A good course! I think it would have benefitted from more explanation of the code in the videos, rather than just jumping into it in the labs.

ๅˆ›ๅปบ่€… wasim m

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May 9, 2020

The course is pretty descent but it doesn't teach you how to use python it just give documentation and you have to read it and learn from it

ๅˆ›ๅปบ่€… Muhammad Z A

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Dec 23, 2019

It is a very brief course, not recommended for computer science students. If you're from a non-cs background it will be fine for a start.

ๅˆ›ๅปบ่€… Rajshekhar D

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Feb 21, 2021

The course gives idea about the things to know choose a prediction algorithm, only thing is - the coding part can be stressed upon more.

ๅˆ›ๅปบ่€… Mohit M

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Jun 30, 2020

It covers only the basics of machine learning not all topics are covered in this course. You will need to learn many things on your own.

ๅˆ›ๅปบ่€… Vibha S

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Aug 28, 2020

It would have been helpful to have an explanation of t each of the lines in the code, especially the ones that created the graphs.

ๅˆ›ๅปบ่€… FAISAL G

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Jul 1, 2025

ุฌูŠุฏู‡ ุจุณ ุงุญุณู‡ุง ุชูุชู‚ุฑ ุจุนุถ ุงู„ุจูŠุงู†ุงุช ูˆุงู„ุงู…ุซู„ู‡ ููŠู‡ุง ู…ูˆ ูˆุงุถุญู‡ ุฌุฏุง + ู…ุง ูู‡ู…ุช ููŠ ุจุนุถ ุงู„ู†ู‚ุงุท ุงูŠุด ุนู„ุงู‚ุชู‡ุง ููŠ ุงู„ู…ุดูŠู† ู„ูŠุฑู†ู‚ ูˆ ุงู„ุชู„ุนู… ูˆ ุงู„ูƒูˆุฏ

ๅˆ›ๅปบ่€… Louis C

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Mar 25, 2021

I learned a lot but wish the coding was explained better. The final project could have been better if it had more instructions.

ๅˆ›ๅปบ่€… Rohith P R

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Apr 24, 2020

Need more clarity while explaining the algorithms. Also need video lectures on the code used in the lab and how the code flows.

ๅˆ›ๅปบ่€… Amal J (

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Jul 16, 2020

Peer review was problamatic , IBM Watson was tough to grasp could have been more informative .

But the course was really good

ๅˆ›ๅปบ่€… Shankari S

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Aug 30, 2020

This course covers the basic of major algorithms. It could be useful if they add more examples and more metrics calculation.

ๅˆ›ๅปบ่€… AINUR A

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Mar 25, 2021

Why am I not eligible to upgrade to a New version of a specification if it exists and I already paid for the next months??

ๅˆ›ๅปบ่€… Michael S

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Jul 6, 2025

Good lectures, but the hands labs in my opinion aren't that effective in giving a good comprehensive hands on experience

ๅˆ›ๅปบ่€… Manuel D

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Oct 3, 2023

Basic Mahcine Learning course. It goes through the very basics of several models, but lacks practice and true excercises

ๅˆ›ๅปบ่€… Pratik P

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Apr 30, 2023

Was not able to get a clear understanding of the applications of Statistical concept applied in different ML algorithms.

ๅˆ›ๅปบ่€… Zulqarnain B A

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Jan 17, 2025

The course is good but a lot of content is just thrown at you without explaining anything the labs need to be improved

ๅˆ›ๅปบ่€… Bob D

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Jan 25, 2022

Some useful material, but again plagued by bad spelling, punctuation and technical issues. Nowhere near good enough.

ๅˆ›ๅปบ่€… Riccardo M

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Aug 29, 2025

Many questions and lessons are not well written and comprise logic errors. A review is suggested to get 5 stars.

ๅˆ›ๅปบ่€… Diwakar S

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Apr 19, 2020

a very short video on theory part and without practical example. then we directly jump on notebook assignment.

ๅˆ›ๅปบ่€… Pedro S

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Nov 16, 2022

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

ๅˆ›ๅปบ่€… Muhammad S

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Oct 10, 2022

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