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čæ”å›žåˆ° Machine Learning with Python

å­¦ē”ŸåÆ¹ IBM ęä¾›ēš„ Machine Learning with Python ēš„čÆ„ä»·å’Œåé¦ˆ

4.7
星
18,077 äøŖčÆ„åˆ†

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....

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RN

May 25, 2020

Labs were incredibly useful as a practical learning tool which therefore helped in the final assignment! I wouldn't have done well in the final assignment without it together with the lecture videos!

RV

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.

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626 - Machine Learning with Python ēš„ 650 äøŖčÆ„č®ŗļ¼ˆå…± 3,228 个)

åˆ›å»ŗč€… Ravishankar K

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Jul 6, 2019

I love this course because this course learn me a lot I think which will help me in making real world project.

åˆ›å»ŗč€… Rethabile M

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May 18, 2025

Very informative and has challenged me a lot and i would recommend it when trying to grow and better yourself

åˆ›å»ŗč€… Shadab K

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Mar 13, 2025

It was an amazing and wonderful experience doing this course. I had so much opportunity to learn many skills.

åˆ›å»ŗč€… Ayoub T

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Nov 16, 2021

Great course. I learned a lot from this lesson, and I learned a lot of machine learning. Thank you very much.

åˆ›å»ŗč€… Rahul R R

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Jul 20, 2020

It's amazing to teaching online course class.i am excited to about my certificate. thanking you coursera ....

åˆ›å»ŗč€… Vitalii P

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Jul 15, 2020

Great course! Very thoroughly prepared with clear instructions, visual materials, and useful practical tasks.

åˆ›å»ŗč€… Jaidhev A

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Aug 22, 2023

Very nice explanation and easy to grasp each and every concepts in a broader way.Thanks to all the teachers.

åˆ›å»ŗč€… Bruno R F

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Sep 26, 2020

I liked the course but In think it would be necessary making some videos to explain the scikit-learn library

åˆ›å»ŗč€… Bhaumik J

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Mar 7, 2020

A fabulous course on machine learning, helped me to learn a lot of new things in this new domain. Thank You.

åˆ›å»ŗč€… Vignesh M

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Feb 11, 2020

For Beginners its very helpful to understand various algorithms and topics of ML. Recommended to give a try.

åˆ›å»ŗč€… Pedro F

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Aug 29, 2019

Really good course with excellent videos, labs and tools. Highly recommendable for getting in touch with ML.

åˆ›å»ŗč€… SAURAV K G

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Jun 3, 2023

I learned and understand the concept very well

knowledgeable content teacher help me in learning.

tnks to all

åˆ›å»ŗč€… Eduardo L S

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Mar 17, 2021

Great course teaching the basic concepts of ML and its main algorithms, the Lab excercises area challenging

åˆ›å»ŗč€… Mehdi S

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Dec 21, 2020

Excellent course with good Labs & exercices for an optimized understunding of Machine Leanrning with Python

åˆ›å»ŗč€… Kris K

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Jan 25, 2020

A lot of amazing information in this course. I see myself using the lessons learned in this one very often.

åˆ›å»ŗč€… Vishnu K S

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Nov 12, 2019

Machine Learning with python provided by IBM is very good and basic course for beginners and very helpful .

åˆ›å»ŗč€… Kean T K

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Apr 30, 2019

A good introductory course to machine learning. Explanation to each method is clear and easy to understand.

åˆ›å»ŗč€… Nagendra N M

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Jul 12, 2023

Really learnt a lot of things . Got to know how to implement the algorithms and learnt lot more intuition.

åˆ›å»ŗč€… Abdullah S s (

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Feb 5, 2021

This Course has a detailed explanation of Machine learning. Really satisfied with the quality of teaching!

åˆ›å»ŗč€… Q B

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Sep 23, 2020

Superb course takes from basics to advance concepts. Thanks to all instructors in teaching us in easy way.

åˆ›å»ŗč€… Jorge A H M

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May 19, 2020

I totally recommend this course if you want to understand by your hands how ML works and its applications.

åˆ›å»ŗč€… Miguel A E

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Feb 22, 2020

Great course to learn about KNN, REGRESSION, SVM, and DECISION TREES and notebooks. On to more learning!!!

åˆ›å»ŗč€… Anshuman J

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Feb 16, 2020

The course content is excellent and everything has been very nicely explained. Very insightful and useful!

åˆ›å»ŗč€… ANAND A D

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Sep 26, 2019

Its gives me intermediate or more than basic idea about ML, Thanks "Coursera" for giving this Opportunity.

åˆ›å»ŗč€… ASWINI G

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Aug 24, 2025

Frequent practice questions and coding tasks reinforce learning and ensure active participation thank you