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

4.8
stars
402 ratings

About the Course

This is the sixth of seven courses in the Google Advanced Data Analytics Certificate. In this course, you’ll 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’ll 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 seven 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

MB

Jul 24, 2023

A great course for anyone who wants to dive into the world of Machine Learning. The steps are easy to follow and the lectures and lengthy enough to give a complete idea of the topic.

DV

Jun 16, 2023

Really nice course that I came across The Nuts and Bolts of Machine Learning, I learnt a lot. Gained Advanced concepts like Hyper parameter tuning. Nicely curated course.

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26 - 50 of 59 Reviews for The Nuts and Bolts of Machine Learning

By Muhammad H

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Dec 20, 2023

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

By Mariano G

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Jun 26, 2024

Very intense but with all the tools to practice, advance and understand data analysis

By Anyike

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Dec 13, 2023

I found it really enlightening, it's made me eager to do more research about it.

By Stacy H

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Jan 28, 2024

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

By Sergey G

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Jan 16, 2024

Clear and easy to understand explanations, good practice examples.

By Shyam V N

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Aug 22, 2023

Great for learning ML using Python and its libraries.

By Mohamed D

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Nov 1, 2023

amazing instructor and excellent content and pace

By Imtiaz H

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Aug 22, 2023

Most comprehensive, complex and interesting.

By Bond D

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Dec 29, 2023

Good course with a lot of labs and examples

By Bingyi

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Sep 26, 2023

excellent and close to real job content

By PRACHI S

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Oct 25, 2023

A very informative course to learn

By Ghulam h K

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Jan 4, 2024

Thanks for your amazing teaching

By Michał Z

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Sep 7, 2023

I enjoyed this course very much!

By Mahmoud M

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Oct 5, 2024

wonderful and comprehensive

By omar m

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Mar 16, 2024

This was well taught

By Garib H

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Mar 27, 2024

Great instructor!

By Katele L

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Aug 3, 2024

very good course

By Samuel H

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May 31, 2024

Amazing course!

By Munkh-Ireedui B

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Dec 29, 2023

excellent!!!

By serigne d l

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Jan 21, 2024

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 Quoc A T

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Jul 15, 2024

Perfect

By Mattia D R

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Mar 6, 2024

perfect

By Justin H

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Nov 29, 2023

Brutal