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基于大数据的机器学习, 加州大学圣地亚哥分校

4.5
1,098 个评分
208 个审阅

课程信息

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

创建者 PT

Jan 09, 2017

The course was the best introduction I had for machine learning. Helped me a lot to understand different concepts from people who already know about the subject and I didn't have any idea.

创建者 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.

筛选依据:

189 个审阅

创建者 salma Ramadan

Feb 16, 2019

J'ai vraiment apprécié ce cours bien expliquer et très pédagogique !

创建者 Sachin M Soni

Feb 12, 2019

Great Learning

创建者 Mohammed Innat

Feb 06, 2019

Nice

创建者 Wookjin Jang

Feb 05, 2019

This course is amazing and recommend to other students!

创建者 Shimon Abravaya

Feb 02, 2019

Excellent course. The teacher is extremely good!

创建者 To Phung Huy

Jan 31, 2019

I want more hands on in Spark

创建者 Mahamat Nour Ali Mai

Jan 30, 2019

The courses was really easy to understand and useful for anyone who want to get insight about big data with machine learning.

创建者 Anil Bommakanti

Jan 21, 2019

It would have been better if more case studies to work were given. I am surprised that there is no working case study given for regression analysis.

创建者 Ramesh Thammidela Venkata Reddy

Dec 25, 2018

The Course was great giving a good overview of all Machine Learning Concepts. It is good starting point to understand Basics and Deep dive into Learning.

创建者 Mohd Arif Ansari

Dec 23, 2018

Thank you for teaching me