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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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1,701 個評分
364 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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AA
2020年1月6日

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!

GA
2020年5月5日

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

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151 - Fundamentals of Scalable Data Science 的 175 個評論(共 365 個)

創建者 Himanshu Y

2020年6月6日

I will not recommend it for beginners.

創建者 Seif M M

2020年7月5日

very good enhancement in data science

創建者 Nabin R P

2020年2月1日

well explained with relevant examples

創建者 GomathyShankar

2020年6月30日

Excellent Instructions by Mr. Romeo.

創建者 Jinu A

2020年3月8日

Romeo, your an amazing human being!!

創建者 mohamed a

2019年5月23日

Assignment 2 need more clarficaiton

創建者 PRATAP B P

2020年5月12日

Basic but very important in manner

創建者 ashwath s

2019年2月3日

Very helpful staff and instructor

創建者 Ibrahim M N S

2019年1月14日

Was really Good, I loved it ^_^

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 F C d S e S

2019年12月25日

This course changed my life!

創建者 Rahul M

2017年7月5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 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

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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 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!