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Learner Reviews & Feedback for Exploratory Data Analysis for Machine Learning by IBM

4.6
stars
1,607 ratings

About the Course

This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. By the end of this course you should be able to: Retrieve data from multiple data sources: SQL, NoSQL databases, APIs, Cloud  Describe and use common feature selection and feature engineering techniques Handle categorical and ordinal features, as well as missing values Use a variety of techniques for detecting and dealing with outliers Articulate why feature scaling is important and use a variety of scaling techniques   Who should take this course? This course targets aspiring data scientists interested in acquiring hands-on experience  with Machine Learning and Artificial Intelligence in a business setting.   What skills should you have? To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Calculus, Linear Algebra, Probability, and Statistics....

Top reviews

AE

Sep 26, 2021

Very detailed course of Exploratory Data Analysis for Machine learning. Ready to take the next step in data science or Machine learning, this is great course for taking you to the next level.

ML

Sep 21, 2021

Excellent, very detailed. However, if the lessons can be expand for hypothesis testing and some of their common test like T test, Anova 1 and 2 way, chi square,..it would be better further.

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76 - 100 of 334 Reviews for Exploratory Data Analysis for Machine Learning

By Abdillah F

Nov 7, 2020

Great course and very well structured. I'm really impressed with the instructor who give thorough walkthrough to the code.

By Nikolas R W

Dec 8, 2020

Recommended course for those wanting to advance their understanding about Exploratory Data Analysis for Machine Learning.

By Shaji P

Jun 13, 2023

This course is really great, even though people from non statistical background it is really hard to understand clearly.

By Matt t

Mar 31, 2022

Much better than other IBM courses. Instructor explained things well and in detail so you can actually understand it.

By Wissam M Z

Apr 18, 2021

Best course very professional ,looking forward to complete the entire IBM Machine learning professional certificate

By Vivian E Z

Jan 6, 2021

It was pretty good, just one of the reviewer gave me 0 points for some reason and I had to resubmit my assigment.

By Yohanes S

Sep 5, 2021

I learned a lot throughout this course. Also, i have my own project through the assignment! Thank you, Coursera.

By Audrey M

Oct 26, 2022

I found the explanations very concise (which is good) and direct. I enjoyed the activities' notebooks also!

By Bhagwan R

Dec 1, 2022

I gained very good knowledge and learnt many new programs to explore and analyse data for machine learning.

By Luis F O M

Jan 18, 2023

Es un curso excelente! Me encantaron todos los temas que ví, definitivamente voy a seguir con los demas

By Javier I T V

Dec 21, 2022

A fantastic course, four weeks of full ideas, insights, and practices in machine learning. Wonderful!

By Alireza M

Jul 9, 2021

This course was very practical. The final project of the course made me learn the material very well.

By Ranjith P

Apr 13, 2021

I recommend this course to everyone who wants to excel in Machine Learning. This is a Great Course!

By Yevhenii R

May 4, 2022

Nice and clear explanations. This course is excellent choice if you want to review basic concepts.

By Victor H A T

Jan 2, 2022

Un excelente curso!, aunque hay que dedicar más tiempo del que dice en la descripción del curso

By Maheswari

Feb 14, 2024

It's Good teaching and easy to understand , all the assessments are really good to practice

By Nilesh P

Sep 7, 2022

These courses by IBM are very helpful to new learners as well as the experienced engineers.

By Anchal P

Jul 19, 2021

The lectures were really helpful. Made my understanding of hypothesis testing more clear.

By -:THE P D :

Jul 26, 2022

the cource was so useful and theoritical lessons and the practical ones are simillar

By B1_14_Dev C

Jun 20, 2022

A briliiantly designed course which serves the exact purpose as the title indicates.

By Anvay R A

Oct 12, 2020

Great....Very nice explanations of all things

I rate 5/5 ...Amazing course from IBM

By malaika s

Jul 31, 2021

This course enhanced my knowledge and skills in Data Analytes. Thank You Coursera.

By khalid r

Aug 8, 2022

One Of the Best Courses to Start a Data Analysis Journey for Machine Learning !

By Hassan S

Oct 2, 2021

I love this course...best resource to get into data science and machine learning

By george s

Aug 11, 2021

Excelent course!, just could have better examples in Hypothesis testing subject.