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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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1,970 個評分
441 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.

EH

2021年7月21日

Nice course. Learned the basics of a lot of different topics. Nice to do a large Data Science project in the last part. So you can apply all learned theory

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226 - Fundamentals of Scalable Data Science 的 250 個評論(共 443 個)

創建者 Vishwanath b

2020年5月27日

best course

創建者 Farrukh N A

2020年4月24日

Good Course

創建者 Ranjith K M

2020年11月30日

Very good

創建者 BHARGAV D

2020年9月27日

excellent

創建者 Anand M

2020年6月23日

very nice

創建者 NIKHIL S C

2020年6月8日

very nice

創建者 Lahcene O M

2020年4月4日

Great job

創建者 Charlie d T

2019年10月10日

very good

創建者 Javier C

2019年5月7日

Great Job

創建者 Uzwal G

2019年4月26日

Thank you

創建者 Alessandro R M

2019年1月5日

excellent

創建者 Ahmad e D

2020年11月12日

🔥🔥🔥🔥

創建者 Thiago P

2019年4月27日

awesome!

創建者 ARUL N J

2020年9月29日

Nothing

創建者 Jeff D

2021年1月23日

THanks

創建者 Dhaou B

2021年1月1日

Thinks

創建者 raunak p

2022年1月3日

nice

創建者 HAPPY J

2021年9月5日

Nice

創建者 Sivanta

2021年7月25日

nice

創建者 Venkadesh

2020年11月27日

good

創建者 Yash V

2020年9月8日

Good

創建者 Sakshi U

2020年7月24日

nice

創建者 Rifat R

2020年7月14日

Good

創建者 Ankit M

2019年12月1日

good

創建者 Sơn T

2021年7月15日

p