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学生对 加州大学圣地亚哥分校 提供的 基于大数据的机器学习 的评价和反馈

4.6
1,384 个评分
263 个审阅

课程概述

Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create machine learning models that learn from data, and to scale those models up to big data problems. At the end of the course, you will be able to: • Design an approach to leverage data using the steps in the machine learning process. • Apply machine learning techniques to explore and prepare data for modeling. • Identify the type of machine learning problem in order to apply the appropriate set of techniques. • Construct models that learn from data using widely available open source tools. • Analyze big data problems using scalable machine learning algorithms on Spark. Software Requirements: Cloudera VM, KNIME, Spark...

热门审阅

PR

Jul 19, 2018

Excellent course, I learned a lot about machine learning with big data, but most importantly I feel ready to take it into more complex level although I realized there is lots to learn.

RC

Sep 01, 2018

Amazing training on ML for people starting their first experiences with the topic. Practical and easy to understand examples that can be further extended by the student.

筛选依据:

76 - 基于大数据的机器学习 的 100 个评论(共 244 个)

创建者 Aditi D

Mar 10, 2017

This course introduces the basic concepts of ML beautifully, the instructor explains everything in a very lucid way. It also teaches modeling with ML in KNIME. I would personally want to know more about spark, but this course gives a good introduction. Overall very good starting point for beginners.

创建者 Dieter B

Oct 02, 2017

Yet another high quality course in the Big Data Specialisation track, providing proper theoretical background in combination with hands on material, which are both -as always- very well prepared. I really like the well-balanced, concise approach. As with any course, this is a start allowing you to continue, depending on your personal and professional interests, with one or more of the topics touched over the past few weeks.

创建者 Nicolas G

Oct 31, 2017

Excelent course, good machine learning tool

创建者 piyush m

Apr 20, 2018

I really enjoyed completing this course and this certification made me confident enough to explore more.

创建者 Keith B

Jul 05, 2017

Well taught material that was presented clearly and reinforced. The material was interesting.

创建者 Jieli C

Oct 24, 2017

Very good course to machine learning.

创建者 Haifei Z

Oct 22, 2017

very good course design, easy to understand

创建者 Gaurav S

Dec 29, 2017

A quite knowledge-full course for the beginners. Enough of practical guidance on ML with Apache Spark and KNIME

创建者 James A

Dec 10, 2017

I will continue with this on my own. Started a lot of great discussions with a broad variety of approaches

创建者 Anurup B

Jan 04, 2018

Very Well Explained and gather a clear concept

创建者 viper

Aug 22, 2017

Suitable for beginner.

创建者 Mark d B

Jun 01, 2017

Excellent course. Want to dive deeper into the subject :-D

创建者 MD K K

Oct 02, 2017

Wonderful Course

创建者 Ryan H

Jun 13, 2017

I was really happy to take this course after the last two had really disappointed me. The organization was a lot stronger which led to a better understanding. The hands-on problems were also very thorough. It was a great introduction to machine learning with big data.

创建者 Manoj B

Jan 30, 2018

Great to start with big Data

创建者 Omar K

Nov 17, 2017

I really liked this course. The way they walk you through the process is very great. Even though i had done the same process due to working in the industry, i was lacking the terminology and the ability to articulate it, this course made it clear me among many other things. Good way to shed some light on what to expect on a daily basis on the job as a data scientist.

Thank you for the great work.

创建者 David d

Mar 31, 2018

I would have like to seen how to compare models using KNIME. For example the hands on could have explored a number of classification models and then simplified this KNIME youtube video to demonstrate how to select the best model using ROC

创建者 Chesed M

Dec 18, 2017

Very educational course but doable and fun as well.

创建者 Juan A C S

Dec 28, 2016

Excelent Introductory course to MACHINE LEARNING with Big Data.

创建者 Ali A

Mar 15, 2018

Good contents, interesting topics, hands-on were good but not very confident with those

创建者 Billy P

Apr 20, 2017

Really fun, glad I finally finished. I got so distracted running off and learning things. I got familiar with scala and python along the way too.

创建者 Сулейкин А

Mar 26, 2017

Very interesting cource! Thank you!

I would suggest to advance python tasks

创建者 Akshay V

Dec 25, 2016

The course helped me understand the concepts of the machine learning from the very rudimentary level. It also laid the foundation for understanding and dealing with the practical implementation of the machine learning algorithms and their implementation in big data which eventually elevated my understanding of applications dealing machine learning with Big Data.

Thanks to all the mentors and instructors for everything- the teaching materials, quizzes, assignments and hands-on; everything was awesome.

创建者 PREMAL M

Jul 09, 2017

Simply Superb introduction to Machine Learning.

创建者 Lorie S

May 25, 2018

Awesome course and you will learn a lot, with great explanations.