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Opiniones y comentarios de aprendices correspondientes a Fundamentals of Scalable Data Science por parte de IBM

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381 reseña

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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: 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 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 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... This course takes four weeks, 4-6h per week...

Principales reseñas

6 de ene. de 2020

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!

5 de may. de 2020

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 - 175 de 380 revisiones para Fundamentals of Scalable Data Science

por Ramil M

23 de ago. de 2018

Amazing course and especially instructor!!!

por Aishwarya A

19 de jul. de 2020

should help students in the specialization


24 de ago. de 2020

It helps building skill. It is very good

por Alejandro P

22 de jul. de 2019

Thanks for the course, i learn so much.

por Himanshu Y

6 de jun. de 2020

I will not recommend it for beginners.

por Seif M M

5 de jul. de 2020

very good enhancement in data science

por Nabin R P

1 de feb. de 2020

well explained with relevant examples

por GomathyShankar

30 de jun. de 2020

Excellent Instructions by Mr. Romeo.

por Jinu A

8 de mar. de 2020

Romeo, your an amazing human being!!

por mohamed a

23 de may. de 2019

Assignment 2 need more clarficaiton


12 de may. de 2020

Basic but very important in manner

por Anastase N

10 de dic. de 2020

Wonderful methodology of learning

por ashwath s

3 de feb. de 2019

Very helpful staff and instructor

por Ibrahim M N S

14 de ene. de 2019

Was really Good, I loved it ^_^

por Atharva K

24 de may. de 2020

Amazing Intro to Apache spark.

por Cameron

18 de ago. de 2019

Brilliant course! Get it done!

por Carlos F C d S e S

25 de dic. de 2019

This course changed my life!

por Rahul M

6 de jul. de 2017

Very good learning exposure.

por Mithun P

28 de may. de 2020

excellent organized course

por Soujanya D

18 de abr. de 2020

Very interesting material!

por Toni P

21 de dic. de 2020

Great Experience With IBM

por Hadhrami A G

3 de may. de 2020

A very good course indeed

por madfriday

20 de feb. de 2020

very friendly to beginner

por Lingjun K

7 de ago. de 2019

good learning experience!

por Danyang

27 de oct. de 2017

Thanks this is exciting!