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返回到 基于大数据的机器学习

學生對 加州大学圣地亚哥分校 提供的 基于大数据的机器学习 的評價和反饋

4.6
2,303 個評分
486 條評論

課程概述

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...

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JG
2020年10月24日

Excellent course. It teaches the basics with a great method and with practical exercises, involving real data. The sctructure is clear and it covers a good amount of topics. Well done San Diego!

PR
2018年7月18日

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.

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351 - 基于大数据的机器学习 的 375 個評論(共 467 個)

創建者 Jose R Z

2019年9月3日

The concepts in the course are very good but very basics in machine learning, it's a good introduction to knime and spark

創建者 Irfan S

2017年11月25日

Good course for new comers. Regression and Clustering concepts were explained in very high level and need some in depth.

創建者 Teresa S

2018年1月30日

Very interesting course that will help us to understand how machine learning course works and also to analyze data.

創建者 Stefan V

2020年8月19日

Spark was too much for my machine to handle, but working with Knime was a nice visual and guided experience to ML.

創建者 Silvia C R S

2017年11月18日

Very practical and interesting course! Ideal for people who does not have previous knowledge in Machine Learning.

創建者 Hugo d J M Y

2017年2月12日

not enough work in the other machine learning models (the course centered the main part of it to classification )

創建者 Raul

2018年8月26日

105/5000

I lack to have more examples of a complete solution, applying all the concepts in a generic problem.

創建者 Dev A S

2020年1月19日

The instructor is explaining well. But still in some weeks there is a gap between the Hands on and theories

創建者 Jae Y S

2019年10月25日

it was very useful for me to get knowledge about Machine Learning with somehow details and reminded me wh

創建者 Alvaro H A C

2020年10月25日

El curso es bueno, falta mayor soporte por parte de los tutores para la resolución de problemas .

創建者 Federico S

2018年3月2日

It fullfilled my expectations, and created the motivation to further increase my knowledge of ML

創建者 NFOTABONG F Q

2017年6月14日

Good course.It would be really completed if we go on in details of different analysis algorithms

創建者 David P G

2019年12月6日

The didactic qualities of the lecturer greatly compensate the lack of support and maintenance.

創建者 Andrés A H G

2020年6月22日

Good but too much theory without practicing at the same time. It gets boring sometimes.

創建者 Harshith

2019年10月30日

It was brief and comprehensive , Got to learn various technologies like Knime and Spark

創建者 Ripunjay K

2020年1月24日

Needed more clear instructions in each module else a very good course to understand ML

創建者 Gabriel T

2018年2月3日

The course was great. Lost of great content, pedagogically sound! I leaned a whole lot

創建者 Kairsten F

2016年12月5日

This was a good introductory class to machine learning, but I wish it had more depth.

創建者 Gokul K

2020年8月5日

Mentors please reply in the discussion forums so that we can clear our doubts

創建者 Jumled L

2021年2月19日

Buen curso para iniciar el entrenamiento en logaritmos de machine learning.

創建者 Antony C

2018年4月5日

I enjoyed learning theory and technical knowledge and tools used within ML.

創建者 Shunichiro M

2017年1月7日

Easy to follow. Good resource to understand the basic concept of big data.

創建者 John F P

2020年9月5日

Buen curso, un poco más de análisis en los ejercicios. Pero buen curso.

創建者 Ashish A

2017年10月4日

Good coverage of concepts and hand's on. More Hands-on can be included.

創建者 Muhammad T

2017年7月17日

it great course and it help me a lot to understand Machine Learning.