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Back to The Nuts and Bolts of Machine Learning

Learner Reviews & Feedback for The Nuts and Bolts of Machine Learning by Google

4.8
stars
570 ratings

About the Course

This is the sixth of eight courses in the Google Advanced Data Analytics Certificate. In this course, you鈥檒l learn about machine learning, which uses algorithms and statistics to teach computer systems to discover patterns in data. Data professionals use machine learning to help analyze large amounts of data, solve complex problems, and make accurate predictions. You鈥檒l focus on the two main types of machine learning: supervised and unsupervised. You'll learn how to apply different machine learning models to business problems and become familiar with specific models such as Naive Bayes, decision tree, random forest, and more. Google employees who currently work in the field will guide you through this course by providing hands-on activities that simulate relevant tasks, sharing examples from their day-to-day work, and helping you enhance your data analytics skills to prepare for your career. Learners who complete the eight courses in this program will have the skills needed to apply for data science and advanced data analytics jobs. This certificate assumes prior knowledge of foundational analytical principles, skills, and tools covered in the Google Data Analytics Certificate. By the end of this course, you will: -Apply feature engineering techniques using Python -Construct a Naive Bayes model -Describe how unsupervised learning differs from supervised learning -Code a K-means algorithm in Python -Evaluate and optimize the results of K-means model -Explore decision tree models, how they work, and their advantages over other types of supervised machine learning -Characterize bagging in machine learning, specifically for random forest models -Distinguish boosting in machine learning, specifically for XGBoost models -Explain tuning model parameters and how they affect performance and evaluation metrics...

Top reviews

SH

Jan 28, 2024

Best module of the bunch. Exemplars are excellent reference material.

MH

Dec 20, 2023

The Course was very effective which increased my skills, knowledge and confidence level.

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51 - 75 of 99 Reviews for The Nuts and Bolts of Machine Learning

By PRACHI S

鈥�

Oct 25, 2023

A very informative course to learn

By Ghulam h K

鈥�

Jan 4, 2024

Thanks for your amazing teaching

By Micha艂 Z

鈥�

Sep 8, 2023

I enjoyed this course very much!

By Mahmoud M

鈥�

Oct 5, 2024

wonderful and comprehensive

By Maths f A

鈥�

Dec 15, 2024

Really excellent course.

By LUIS A D H

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Aug 14, 2025

i liked jupyter labs

By omar m

鈥�

Mar 17, 2024

This was well taught

By Jos茅 L L X

鈥�

Jul 9, 2025

Much Interesting!

By Aysheshim. A

鈥�

Dec 15, 2024

waw is so amazing

By Garib H

鈥�

Mar 27, 2024

Great instructor!

By Katele L

鈥�

Aug 3, 2024

very good course

By Samuel H

鈥�

May 31, 2024

Amazing course!

By 袦懈褉邪泻斜邪褉 袦

鈥�

Jun 11, 2025

Amazing course

By L峄� T 膼

鈥�

Dec 25, 2024

Great course!

By Mahad M

鈥�

Mar 10, 2025

good contetn

By Clement M

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Feb 3, 2025

Good explain

By Ikhsan K

鈥�

Dec 6, 2024

I like this!

By Munkh-Ireedui B

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Dec 30, 2023

excellent!!!

By Costa 鈥� A

鈥�

Jul 16, 2025

Excepcional

By serigne d l

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Jan 22, 2024

EXCELLENT!

By Eloy G

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Apr 16, 2025

Excellent

By Samyar R

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Aug 18, 2024

great lab

By Anurag S

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Sep 30, 2023

Excellent

By STEALTH Z

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Jun 26, 2025

Exellent

By Quoc A T

鈥�

Jul 15, 2024

Perfect