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Volver a Scalable Machine Learning on Big Data using Apache Spark

Opiniones y comentarios de aprendices correspondientes a Scalable Machine Learning on Big Data using Apache Spark por parte de IBM

3.8
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1,223 calificaciones
310 reseña

Acerca del Curso

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...

Principales reseñas

AC
25 de mar. de 2020

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
11 de dic. de 2019

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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76 - 100 de 312 revisiones para Scalable Machine Learning on Big Data using Apache Spark

por Fahad A

29 de feb. de 2020

It was challenging and very informative

por Nelson C S

28 de may. de 2020

Excelente Curso, muy bien explicado !

por Walter c

1 de may. de 2021

Is a course very hard but wonderful.

por Manjiri N

31 de may. de 2020

I find this course very interesting.

por Fernandes M R

10 de nov. de 2020

It is not the best, but it is good.

por Manar M N H

18 de dic. de 2021

Excellent explanation , Thank you.

por Nguyen T T

9 de jun. de 2020

Handful material, great course!!!

por Edson J M

4 de ago. de 2020

Perfect course to learning Spark

por Pratik P

14 de jun. de 2020

Great Course Highly Recommended

por Michel E H

23 de mar. de 2020

Amazing course! Thank you!

por Rammohan K

1 de jul. de 2021

excellent training

por Vaibhav Y T

9 de nov. de 2020

Excellent Course!

por Krishna H

26 de abr. de 2020

Very good course!

por ever b

25 de mar. de 2020

excellent course

por Erickson M

20 de sep. de 2020

Excelente Curso

por SAMIR B

9 de may. de 2020

detailed course

por Julien V

28 de abr. de 2020

Great course !

por Vivek C

14 de jun. de 2020

great trainer

por Harsh S

17 de oct. de 2020

great course

por Aditya M P

1 de dic. de 2020

Good Course

por Manjot S D

17 de jun. de 2020

Masterpiece

por PARITOSH P

8 de ene. de 2020

Good course

por Yassine E

10 de ene. de 2020

Awesome :)

por Dr.Lakshmi D

8 de jul. de 2020

Excellent

por Krish g

30 de may. de 2020

fabulous