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Fundamentals of Scalable Data Science(으)로 돌아가기

IBM의 Fundamentals of Scalable Data Science 학습자 리뷰 및 피드백

4.3
별점
1,405개의 평가
301개의 리뷰

강좌 소개

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...

최상위 리뷰

AA

Jan 07, 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!

GA

May 06, 2020

Its a great experience especially with this course. I appreciate Romeo the way he designed the assignments. It brings out the clear understanding.

필터링 기준:

Fundamentals of Scalable Data Science의 301개 리뷰 중 76~100

교육 기관: gopi k a

May 06, 2020

Its a great experience especially with this course. I appreciate Romeo the way he designed the assignments. It brings out the clear understanding.

교육 기관: Tee H L

Dec 16, 2019

I really like this learning method from IBM especially the instant quiz just to make sure I understand the important points.

교육 기관: Preyash G

Apr 20, 2020

This is one of the best course I came across so far, please keep on updating and adding such courses, Thank You

교육 기관: SHAHAPURKAR S M

Apr 29, 2020

Excellent teaching by the instructor and user friendly well designed assignment platforms and quizzes

교육 기관: NAWAS N A

Jun 19, 2020

The course was well crafted enabling one to apply knowledge acquired in easy way in the assessments.

교육 기관: Edoardo B

Jun 29, 2018

A wonderful course enjoyable and useful for my professional objective. Very thanks to the teacher

교육 기관: Elena F

Apr 28, 2020

Nice and well-structured introduction to Spark; clear, accessible and useful quizzes / exercices

교육 기관: Dhinson G D

Oct 01, 2019

I love the course content. Simple but very informative and provides good practical exercises.

교육 기관: Kuhaneswaran G

May 29, 2020

Good guidance and a great start up for beginners as well a beneficial during this Covid-19

교육 기관: Bruno D d S

Apr 21, 2020

Professor muito bem qualificado e super atencioso em suas explicações.

Curso sensacional!

교육 기관: Sven

Oct 05, 2018

Very good data science specialization covering many interesting advanced technologies!

교육 기관: Anh-Quang N

May 18, 2020

A great beginning course to learn about pyspark and the fundamentals of data science

교육 기관: Pedro R A

Mar 11, 2020

Very good introduction to SQL and Apache Spark (and of course parallel computing).

교육 기관: juan c a t

Jun 17, 2020

excelente curso, los ejemplos y ejercicios hacen que sea muy fácil aprender spark

교육 기관: Roozbeh G

Jun 20, 2019

Well-taught course in an extremely important and sought-after data science field.

교육 기관: James B

Feb 28, 2020

Really liked this course. I found it to be very challenging and lots of fun too!

교육 기관: Azeezur R

Oct 17, 2018

Excellent Course with very interesting assignment and informative video course

교육 기관: Jamiil T A

Apr 26, 2019

Excellent. I highly recommend it, jump in and enjoy learning the foundations.

교육 기관: praveen k

Nov 12, 2019

First time I got the change to work on cloud data (big data). Thanks to IBM

교육 기관: Khawar A A

Jan 27, 2019

Great .. !! Big fan of sir Romeo. Great learning and awesome instructor.

교육 기관: abderrahim b

Jan 10, 2019

Excellent course! Thanks for giving of your time to share the knowledge!

교육 기관: Ritaj D

May 31, 2020

Simply a great experience, very helpful, and to the point explanations.

교육 기관: Rahith K

May 07, 2020

Great course with many opportunities to learn and apply what you learn.

교육 기관: Vishal S

Sep 24, 2018

This was really awesome. I eventually got better at this. Good course.

교육 기관: Lu L

Jun 29, 2020

Generally, quite useful, but the program assignment is relative easy.