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學生對 IBM 提供的 Fundamentals of Scalable Data Science 的評價和反饋

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1,881 個評分
411 條評論

課程概述

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...

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ZS
2021年1月13日

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
2021年6月19日

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

篩選依據:

176 - Fundamentals of Scalable Data Science 的 200 個評論(共 412 個)

創建者 Atharva K

2020年5月24日

Amazing Intro to Apache spark.

創建者 Cameron

2019年8月18日

Brilliant course! Get it done!

創建者 CARLOS S

2019年12月25日

This course changed my life!

創建者 Rahul M

2017年7月6日

Very good learning exposure.

創建者 Mithun P

2020年5月28日

excellent organized course

創建者 Soujanya D

2020年4月18日

Very interesting material!

創建者 Toni P

2020年12月21日

Great Experience With IBM

創建者 Hadhrami A G

2020年5月3日

A very good course indeed

創建者 madfriday

2020年2月20日

very friendly to beginner

創建者 Lingjun K

2019年8月7日

good learning experience!

創建者 Danyang

2017年10月27日

Thanks this is exciting!

創建者 Adrian C

2020年5月7日

e

v

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hing okey, thanks

創建者 Gautham N

2019年11月24日

It's a very good course

創建者 Yue B

2019年6月28日

comprehensive and basic

創建者 Aishick C

2020年12月1日

it was amazing course

創建者 Sabri A

2020年6月7日

thanks for the course

創建者 Dr P R K

2019年10月1日

excellent experience

創建者 Reetu

2018年6月12日

very well explained!

創建者 mahmut k

2018年7月4日

Useful information!

創建者 SOUMYAJIT D

2020年10月2日

very good ,awesome

創建者 YOUSSEF M

2019年8月13日

amazing content !!

創建者 George K

2018年12月24日

Very good teacher.

創建者 Dimitris C

2021年3月31日

Excellent course!

創建者 Bikash R

2019年11月20日

PCA part was fun!

創建者 Ujjwal G

2019年7月16日

good one to start