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學生對 IBM 提供的 Scalable Machine Learning on Big Data using Apache Spark 的評價和反饋

3.8
1,042 個評分
271 條評論

課程概述

This course will empower you with the skills to scale data science and machine learning (ML) tasks on Big Data sets using Apache Spark. Most real world machine learning work involves very large data sets that go beyond the CPU, memory and storage limitations of a single computer. Apache Spark is an open source framework that leverages cluster computing and distributed storage to process extremely large data sets in an efficient and cost effective manner. Therefore an applied knowledge of working with Apache Spark is a great asset and potential differentiator for a Machine Learning engineer. After completing this course, you will be able to: - gain a practical understanding of Apache Spark, and apply it to solve machine learning problems involving both small and big data - understand how parallel code is written, capable of running on thousands of CPUs. - make use of large scale compute clusters to apply machine learning algorithms on Petabytes of data using Apache SparkML Pipelines. - eliminate out-of-memory errors generated by traditional machine learning frameworks when data doesn’t fit in a computer's main memory - test thousands of different ML models in parallel to find the best performing one – a technique used by many successful Kagglers - (Optional) run SQL statements on very large data sets using Apache SparkSQL and the Apache Spark DataFrame API. Enrol now to learn the machine learning techniques for working with Big Data that have been successfully applied by companies like Alibaba, Apple, Amazon, Baidu, eBay, IBM, NASA, Samsung, SAP, TripAdvisor, Yahoo!, Zalando and many others. NOTE: You will practice running machine learning tasks hands-on on an Apache Spark cluster provided by IBM at no charge during the course which you can continue to use afterwards. Prerequisites: - basic python programming - basic machine learning (optional introduction videos are provided in this course as well) - basic SQL skills for optional content The following courses are recommended before taking this class (unless you already have the skills) https://www.coursera.org/learn/python-for-applied-data-science or similar https://www.coursera.org/learn/machine-learning-with-python or similar https://www.coursera.org/learn/sql-data-science for optional lectures...

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AC
2020年3月25日

Excellent course! All the explanations are quite clear, a lot of good quality information provided from amazing teacher. Additionally, response times for any question is very fast.

CL
2019年12月11日

Really really REALLY enjoyed this course! The instructor does a masterful job of going from simple examples and building up complexity in a very logical and thorough way.

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251 - Scalable Machine Learning on Big Data using Apache Spark 的 270 個評論(共 270 個)

創建者 Rodrigo F

2020年7月15日

Can`t believe this module was part of the course. very hard to follow. This course needs to be updated asap. what a waste of time.

創建者 Mohammed K

2020年7月5日

This course is outdated, topics unclear, I had to jump to Udemy and Udacity to learn Spark.

Hope to see this course updated, Thanks

創建者 Sebastian W

2020年4月19日

This guy should never teach any person at all.

The videos are very bad processed and the exercises are very bad documented.

創建者 Oussama B

2020年2月25日

I am really disapointed by this chapter!!!! I learnd nothing, week 2 evaluation is ridiculous I did it with Excel....

創建者 Kovács R

2020年2月23日

Low-quality videos, not relevant quiz questions. I can set up the same course in one day. Waste of time.

創建者 Lei W

2020年9月14日

The quality of the instruction, video recording and scripts is ridiculously low! Avoid at all costs!

創建者 Berkay K

2020年6月19日

Hard to understrand teacher. Content of this course unfortunatly not enough for learning.

創建者 Parijat K

2020年5月3日

The course didn't live up to the expectation. Very little explanation. Too superficial.

創建者 Raul S C

2020年2月27日

muy malo por eso me di de baja de todos los cursos ni si quiera están las traducciones

創建者 Nissim l

2020年4月17日

Instructed with python 2.7 -old material they didn't bother to update.

NOT OKAY!!!

創建者 wasim m

2020年5月22日

the worst course by ibm

my confidence level goes down after taking this course

創建者 Yutaka R

2020年5月25日

If the video without subtitle, I swear I can't understanding the lecture....

創建者 lorenzo a

2020年4月3日

It really feels like the course was prepared in a bit of a rushed fashion.

創建者 Mriam A

2020年3月2日

Useless course, waste of time, but i had to take it for the certificate.

創建者 gurdeep s

2020年5月25日

Not much explanation regarding concepts. Disappointed.

創建者 Arjan P B

2020年5月3日

What a mess, please remove this course right away.

創建者 Annejet t K

2020年6月17日

Old course not compatible with python 3.7

創建者 harshad j

2020年9月2日

WAS not upto that

創建者 Giuseppe C

2020年3月28日

very bad teacher

創建者 Abish P

2020年8月14日

Not that good