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Fundamentals of Scalable Data Science(으)로 돌아가기

IBM의 Fundamentals of Scalable Data Science 학습자 리뷰 및 피드백

1,422개의 평가
303개의 리뷰

강좌 소개

Apache Spark is the de-facto standard for large scale data processing. This is the first course of a series of courses towards the IBM Advanced Data Science Specialization. We strongly believe that is is crucial for success to start learning a scalable data science platform since memory and CPU constraints are to most limiting factors when it comes to building advanced machine learning models. In this course we teach you the fundamentals of Apache Spark using python and pyspark. We'll introduce Apache Spark in the first two weeks and learn how to apply it to compute basic exploratory and data pre-processing tasks in the last two weeks. Through this exercise you'll also be introduced to the most fundamental statistical measures and data visualization technologies. This gives you enough knowledge to take over the role of a data engineer in any modern environment. But it gives you also the basis for advancing your career towards data science. Please have a look at the full specialization curriculum: If you choose to take this course and earn the Coursera course certificate, you will also earn an IBM digital badge. To find out more about IBM digital badges follow the link After completing this course, you will be able to: • Describe how basic statistical measures, are used to reveal patterns within the data • Recognize data characteristics, patterns, trends, deviations or inconsistencies, and potential outliers. • Identify useful techniques for working with big data such as dimension reduction and feature selection methods • Use advanced tools and charting libraries to: o improve efficiency of analysis of big-data with partitioning and parallel analysis o Visualize the data in an number of 2D and 3D formats (Box Plot, Run Chart, Scatter Plot, Pareto Chart, and Multidimensional Scaling) For successful completion of the course, the following prerequisites are recommended: • Basic programming skills in python • Basic math • Basic SQL (you can get it easily from if needed) In order to complete this course, the following technologies will be used: (These technologies are introduced in the course as necessary so no previous knowledge is required.) • Jupyter notebooks (brought to you by IBM Watson Studio for free) • ApacheSpark (brought to you by IBM Watson Studio for free) • Python We've been reported that some of the material in this course is too advanced. So in case you feel the same, please have a look at the following materials first before starting this course, we've been reported that this really helps. Of course, you can give this course a try first and then in case you need, take the following courses / materials. It's free... This course takes four weeks, 4-6h per week...

최상위 리뷰


Jan 07, 2020

A very nice introduction to Apache Spark and it's environment. As a bonus, it's also a very nice refresher to your basic statistics!!! Great course!


May 06, 2020

Its a great experience especially with this course. I appreciate Romeo the way he designed the assignments. It brings out the clear understanding.

필터링 기준:

Fundamentals of Scalable Data Science의 308개 리뷰 중 151~175

교육 기관: madfriday

Feb 20, 2020

very friendly to beginner

교육 기관: Lingjun K

Aug 07, 2019

good learning experience!

교육 기관: Danyang

Oct 27, 2017

Thanks this is exciting!

교육 기관: Adrian C

May 07, 2020







hing okey, thanks

교육 기관: Gautham N

Nov 24, 2019

It's a very good course

교육 기관: Yue B

Jun 28, 2019

comprehensive and basic

교육 기관: Sabri A

Jun 07, 2020

thanks for the course

교육 기관: Dr P R K

Oct 01, 2019

excellent experience

교육 기관: Reetu

Jun 12, 2018

very well explained!

교육 기관: mahmut k

Jul 04, 2018

Useful information!

교육 기관: YOUSSEF M

Aug 13, 2019

amazing content !!

교육 기관: George K

Dec 24, 2018

Very good teacher.

교육 기관: Bikash R

Nov 21, 2019

PCA part was fun!

교육 기관: ujjwal k g

Jul 16, 2019

good one to start

교육 기관: Madan K

Oct 31, 2019

Excellent course

교육 기관: Saman S

Oct 26, 2019

that's wonderful

교육 기관: ENRIQUE A C A

May 21, 2019

Excellent course

교육 기관: alamelumuralidaran

Feb 18, 2019

Wonderful course

교육 기관: Paulo R R

Apr 26, 2019

Awesome course!

교육 기관: Bruno M A A

Dec 20, 2018

very practical.

교육 기관: Kevin R L

Apr 04, 2020

awesome course

교육 기관: alexander n

May 16, 2020

Great course!

교육 기관: Felipe D P B

Aug 09, 2019

Great course!

교육 기관: Alejandro S M

Mar 25, 2019

Just awesome!

교육 기관: Aymen R

Jun 30, 2020

good course!