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Fundamentals of Scalable Data Science(으)로 돌아가기

IBM의 Fundamentals of Scalable Data Science 학습자 리뷰 및 피드백

1,881개의 평가
411개의 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

2021년 1월 13일

The contents of this course are really practical and to the point. The examples and notebooks are also up to date and are very useful. i really recommend this course if you want to start with Spark.

2021년 6월 19일

Great Course but this would have been even a better course if more concepts and details were covered in it. Anyways, still a great course for beginners

필터링 기준:

Fundamentals of Scalable Data Science의 412개 리뷰 중 176~200

교육 기관: Atharva K

2020년 5월 24일

Amazing Intro to Apache spark.

교육 기관: Cameron

2019년 8월 18일

Brilliant course! Get it done!

교육 기관: CARLOS S

2019년 12월 25일

This course changed my life!

교육 기관: Rahul M

2017년 7월 6일

Very good learning exposure.

교육 기관: Mithun P

2020년 5월 28일

excellent organized course

교육 기관: Soujanya D

2020년 4월 18일

Very interesting material!

교육 기관: Toni P

2020년 12월 21일

Great Experience With IBM

교육 기관: Hadhrami A G

2020년 5월 3일

A very good course indeed

교육 기관: madfriday

2020년 2월 20일

very friendly to beginner

교육 기관: Lingjun K

2019년 8월 7일

good learning experience!

교육 기관: Danyang

2017년 10월 27일

Thanks this is exciting!

교육 기관: Adrian C

2020년 5월 7일







hing okey, thanks

교육 기관: Gautham N

2019년 11월 24일

It's a very good course

교육 기관: Yue B

2019년 6월 28일

comprehensive and basic

교육 기관: Aishick C

2020년 12월 1일

it was amazing course

교육 기관: Sabri A

2020년 6월 7일

thanks for the course

교육 기관: Dr P R K

2019년 10월 1일

excellent experience

교육 기관: Reetu

2018년 6월 12일

very well explained!

교육 기관: mahmut k

2018년 7월 4일

Useful information!


2020년 10월 2일

very good ,awesome

교육 기관: YOUSSEF M

2019년 8월 13일

amazing content !!

교육 기관: George K

2018년 12월 24일

Very good teacher.

교육 기관: Dimitris C

2021년 3월 31일

Excellent course!

교육 기관: Bikash R

2019년 11월 20일

PCA part was fun!

교육 기관: Ujjwal G

2019년 7월 16일

good one to start