Big Data Specialization

开始时间: 01/22/2018 持续时间: Unknown

所在平台: Coursera专项课程

课程类别: 计算机科学

大学或机构: CourseraNew



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Drive better business decisions with an overview of how big data is organized, analyzed, and interpreted. Apply your insights to real-world problems and questions. ********* Do you need to understand big data and how it will impact your business? This Specialization is for you. You will gain an understanding of what insights big data can provide through hands-on experience with the tools and systems used by big data scientists and engineers. Previous programming experience is not required! You will be guided through the basics of using Hadoop with MapReduce, Spark, Pig and Hive. By following along with provided code, you will experience how one can perform predictive modeling and leverage graph analytics to model problems. This specialization will prepare you to ask the right questions about data, communicate effectively with data scientists, and do basic exploration of large, complex datasets. In the final Capstone Project, developed in partnership with data software company Splunk, you’ll apply the skills you learned to do basic analyses of big data.


6 courses

Introduction to Big Data
Upcoming session: Jan 22
Interested in increasing your knowledge of the Big Data landscape? This course is for those new to data science and interested in understanding why the Big Data Era has come to be. It is for those who want to become conversant with the terminology and

Big Data Modeling and Management Systems
Upcoming session: Jan 29
Once you’ve identified a big data issue to analyze, how do you collect, store and organize your data using Big Data solutions? In this course, you will experience various data genres and management tools appropriate for each. You will be

Big Data Integration and Processing
Upcoming session: Jan 22
At the end of the course, you will be able to: *Retrieve data from example database and big data management systems *Describe the connections between data management operations and the big data processing patterns needed to utilize them in lar

Machine Learning With Big Data
Upcoming session: Jan 29
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 intro

Graph Analytics for Big Data
Upcoming session: Jan 29
Want to understand your data network structure and how it changes under different conditions? Curious to know how to identify closely interacting clusters within a graph? Have you heard of the fast-growing area of graph analytics and want

Big Data - Capstone Project
Upcoming session: Mar 5
Welcome to the Capstone Project for Big Data! In this culminating project, you will build a big data ecosystem using tools and methods form the earlier courses in this specialization. You will analyze a data set simulating big data generated from


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加州大学圣地亚哥分校的大数据专项课程系列(Big Data Specialization), 这个系列包括5门子课程和1门毕业项目课程,依次是大数据导引,大数据建模和管理系统,大数据集成与处理,大数据机器学习 ,大数据图分析 ,大数据毕业项目,感兴趣的同学可以关注: Unlock Value in Massive Datasets-Learn fundamental big data methods in six straightforward courses.


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