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    Back to Exploratory Data Analysis for Machine Learning

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

    Filled StarFilled StarFilled StarFilled StarHalf Faded Star
    4.6
    stars
    2,208 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 det...
    ...

    Top reviews

    HV

    Nov 11, 2024

    Filled StarFilled StarFilled StarFilled StarFilled Star

    With my background on probability and statistics, I think this is a good course, where it can help me apply what i have learned. Not recommend for any one who hasn't taken a statistics course before.

    AE

    Sep 27, 2021

    Filled StarFilled StarFilled StarFilled StarFilled Star

    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.

    Filter by:

    426 - 450 of 450 Reviews for Exploratory Data Analysis for Machine Learning

    Filled StarFilled StarStarStarStar

    By Stephen C

    •

    Jan 3, 2022

    Frankly, the presenter is a poor educator and the course materials are weak. The examples are limited, some explanations verge on incorrect (description of p-values), and several of the graded test questions are ambiguous and encourage rote learning of the teacher's preference/positions, rather than testing the underlying concepts. I expect better from IBM.

    Filled StarFilled StarStarStarStar

    By Mpho M

    •

    Dec 1, 2020

    Course videos are way too long.

    No Jupyter support, so for the coding exercise one has to download the notebooks and either use Google Colab or locally installed Jupyter notebook.

    Filled StarFilled StarStarStarStar

    By Sayan M

    •

    Feb 25, 2023

    The explanation from mentor in this course was not that great. It felt like he was just reading some lines from an script, rather than explaining in simple terms.

    Filled StarFilled StarStarStarStar

    By Walter B

    •

    Jun 14, 2021

    The course starts well. Then it goes to statistics and not so much to machine learning. The assignment is not so geared towards machine learning.

    Filled StarFilled StarStarStarStar

    By Agban o

    •

    Sep 2, 2023

    the lecture seemed difficult to follow. i wish things where better explained. had to go back and take some other courses to enable me catch up

    Filled StarFilled StarStarStarStar

    By basilis s

    •

    Apr 8, 2024

    Not a very good understanding of all the concepts. The tests had concepts that weren't explained in the videos correctly.

    Filled StarFilled StarStarStarStar

    By Yazan K

    •

    Aug 22, 2024

    the instructor didn't actually explain this course very well and I find it too hard to to understand a lot of things

    Filled StarFilled StarStarStarStar

    By Arshad R

    •

    Jul 9, 2024

    Very vague - Un clear instructions - hard to follow - hard to understand the speaker.

    Filled StarFilled StarStarStarStar

    By Shahbaz A K

    •

    Oct 5, 2023

    Does not cover basics in depth or with any clarity.

    Filled StarFilled StarStarStarStar

    By Carlos M

    •

    Jun 6, 2024

    Se explica con poca profundidad cada tema

    Filled StarFilled StarStarStarStar

    By HAMZAH A

    •

    Dec 27, 2022

    Not explained very well

    Filled StarFilled StarStarStarStar

    By ValidaR

    •

    Dec 19, 2024

    Lack of information

    Filled StarFilled StarStarStarStar

    By Aryan S

    •

    Mar 9, 2025

    na

    Filled StarStarStarStarStar

    By Zahra B

    •

    Jan 1, 2025

    This course was a challenging experience, and I struggled to follow the instructor. The quality of the content was poor, with numerous references to unclear terms that were not explained adequately. The instructor mostly read directly from a presentation, adding little to no additional value. Without studying the material elsewhere, I would have been unable to grasp many of the concepts introduced. Overall, it was a disappointing experience, and I cannot recommend this course. Please, IBM, take the time to review and improve this course to ensure it meets the standards learners expect.

    Filled StarStarStarStarStar

    By Srujan a

    •

    Mar 7, 2025

    I think I paid too much for teacher just reading slides and from the teleprompter. No efforts in explaining numerical or logical part of the course. I could understand a bit because I already studied this in college. Very disappointed and not for beginners.

    Filled StarStarStarStarStar

    By Abdul H A

    •

    Feb 27, 2025

    I have wasted my time and money. In this course an instructor just come and tell the topics name and nothing important (just waste your time). Its my advice to those who wanna join that please dont

    Filled StarStarStarStarStar

    By Renan d B L

    •

    Jun 28, 2024

    The instructor does not have good teaching skills, and the classes do not convey the knowledge intuitively. I recommend that students take the courses from DeepLearning.AI, as they are much better.

    Filled StarStarStarStarStar

    By Emrah I B

    •

    Apr 16, 2024

    its only a video showing how it works, there is so much stuff but we are not able to learn by doing instead we just need to listen and at after some time it gets boring and difficult to understand

    Filled StarStarStarStarStar

    By spandan c

    •

    Dec 6, 2024

    The audio in this course was corrupted, I went through a couple of modules and could not hear the details properly so had to discontinue.

    Filled StarStarStarStarStar

    By Frederic G

    •

    Apr 2, 2025

    There are so many ways to teach concepts and this one is among the most mediocre.

    Filled StarStarStarStarStar

    By Sinan, A R

    •

    Sep 27, 2024

    poor instructor. rushed material. the slides were low quality

    Filled StarStarStarStarStar

    By Tuấn V A

    •

    Jan 8, 2025

    i've got my coursera plus free trial but can not get cert

    Filled StarStarStarStarStar

    By TEJAS T D

    •

    Apr 2, 2025

    I did not receive my certificate of course completion

    Filled StarStarStarStarStar

    By MARILIA F

    •

    Aug 4, 2023

    ainda não entendi o que é machine learning

    Filled StarStarStarStarStar

    By Lawrence P

    •

    May 7, 2024

    need case studies

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