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Scalable Machine Learning on Big Data using Apache Spark(으)로 돌아가기

IBM의 Scalable Machine Learning on Big Data using Apache Spark 학습자 리뷰 및 피드백

3.8
별점
1,232개의 평가
313개의 리뷰

강좌 소개

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...

최상위 리뷰

AC

2020년 3월 25일

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

2019년 12월 11일

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.

필터링 기준:

Scalable Machine Learning on Big Data using Apache Spark의 315개 리뷰 중 301~315

교육 기관: Parijat K

2020년 5월 3일

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

교육 기관: Raul S

2020년 2월 27일

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

교육 기관: Nissim L

2020년 4월 17일

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

NOT OKAY!!!

교육 기관: wasim m

2020년 5월 22일

the worst course by ibm

my confidence level goes down after taking this course

교육 기관: Yutaka R

2020년 5월 25일

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

교육 기관: lorenzo a

2020년 4월 3일

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

교육 기관: Mariam A

2020년 3월 2일

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

교육 기관: Fernando G

2021년 12월 13일

Very low quality course, not recommended. I expected better from IBM

교육 기관: Nazim U S

2021년 6월 27일

One of the worst course ! Struggling to understand Romeo's accent.

교육 기관: gurdeep s

2020년 5월 25일

Not much explanation regarding concepts. Disappointed.

교육 기관: Arjan P B

2020년 5월 3일

What a mess, please remove this course right away.

교육 기관: Annejet t K

2020년 6월 17일

Old course not compatible with python 3.7

교육 기관: harshad j

2020년 9월 2일

WAS not upto that

교육 기관: Giuseppe C

2020년 3월 28일

very bad teacher

교육 기관: Abish P

2020년 8월 14일

Not that good