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Fundamentals of Scalable Data Science(으)로 돌아가기

IBM의 Fundamentals of Scalable Data Science 학습자 리뷰 및 피드백

4.3
별점
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: https://www.coursera.org/specializations/advanced-data-science-ibm 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 ibm.biz/badging. 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 https://www.coursera.org/learn/sql-data-science 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... https://cognitiveclass.ai/learn/spark https://dataplatform.cloud.ibm.com/analytics/notebooks/v2/f8982db1-5e55-46d6-a272-fd11b670be38/view?access_token=533a1925cd1c4c362aabe7b3336b3eae2a99e0dc923ec0775d891c31c5bbbc68 This course takes four weeks, 4-6h per week...

최상위 리뷰

ZS
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.

MA
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 201~225

교육 기관: MARCELA P S J

2020년 8월 5일

nice course, thx

교육 기관: Madan T

2019년 10월 30일

Excellent course

교육 기관: Saman S

2019년 10월 26일

that's wonderful

교육 기관: Enrique C

2019년 5월 21일

Excellent course

교육 기관: alamelumuralidaran

2019년 2월 18일

Wonderful course

교육 기관: Mr.D.Premkumar A P

2020년 9월 29일

super tq to all

교육 기관: Paulo R R

2019년 4월 26일

Awesome course!

교육 기관: Bruno M A A

2018년 12월 20일

very practical.

교육 기관: Kevin R L

2020년 4월 4일

awesome course

교육 기관: Manjula

2020년 7월 21일

good platform

교육 기관: Alex N

2020년 5월 16일

Great course!

교육 기관: Felipe P B

2019년 8월 9일

Great course!

교육 기관: Alejandro S M

2019년 3월 25일

Just awesome!

교육 기관: Aymen R

2020년 6월 30일

good course!

교육 기관: Prabakaran C

2020년 2월 8일

Great course

교육 기관: Zeghraoui M

2019년 3월 26일

I loved it !

교육 기관: Vishwanath b

2020년 5월 27일

best course

교육 기관: Farrukh N A

2020년 4월 24일

Good Course

교육 기관: Ranjith K M

2020년 11월 30일

Very good

교육 기관: bhargav d

2020년 9월 27일

excellent

교육 기관: Anand M

2020년 6월 23일

very nice

교육 기관: STREETS O I

2020년 6월 8일

very nice

교육 기관: Lahcene O M

2020년 4월 4일

Great job

교육 기관: Charlie d T

2019년 10월 10일

very good

교육 기관: Javier C

2019년 5월 7일

Great Job