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 able to describe the reasons behind the evolving plethora of new big data platforms from the perspective of big data management systems and analytical tools. Through guided hands-on tutorials, you will become familiar with techniques using real-time and semi-structured data examples. Systems and tools discussed include: AsterixDB, HP Vertica, Impala, Neo4j, Redis, SparkSQL. This course provides techniques to extract value from existing untapped data sources and discovering new data sources.
提供方
大数据 專項課程加州大学圣地亚哥分校課程信息
29,275 次近期查看
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完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 2 門課程（共 6 門）
完成時間大約為13 小時
英語（English）
字幕：阿拉伯語（Arabic）, 法語（French）, （歐洲人講的）葡萄牙語, 意大利語, 越南語, 韓語, 德語（German）, 俄語（Russian）, 土耳其語（Turkish）, 英語（English）, 西班牙語（Spanish）
您將獲得的技能
- Data Model
- Big Data
- Data Modeling
- Data Management
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 2 門課程（共 6 門）
完成時間大約為13 小時
英語（English）
字幕：阿拉伯語（Arabic）, 法語（French）, （歐洲人講的）葡萄牙語, 意大利語, 越南語, 韓語, 德語（German）, 俄語（Russian）, 土耳其語（Turkish）, 英語（English）, 西班牙語（Spanish）
提供方
加州大学圣地亚哥分校
UC San Diego is an academic powerhouse and economic engine, recognized as one of the top 10 public universities by U.S. News and World Report. Innovation is central to who we are and what we do. Here, students learn that knowledge isn't just acquired in the classroom—life is their laboratory.
授課大綱 - 您將從這門課程中學到什麼
完成時間為 3 小時
Introduction to Big Data Modeling and Management
Welcome to this course on big data modeling and management. Modeling and managing data is a central focus of all big data projects. In these lessons we introduce you to the concepts behind big data modeling and management and set the stage for the remainder of the course.
完成時間為 3 小時
14 個視頻 （總計 63 分鐘）, 8 個閱讀材料
完成時間為 3 小時
Big Data Modeling
Modeling big data depends on many factors including data structure, which operations may be performed on the data, and what constraints are placed on the models. In these lessons you will learn the details about big data modeling and you will gain the practical skills you will need for modeling your own big data projects.
完成時間為 3 小時
11 個視頻 （總計 52 分鐘）, 8 個閱讀材料, 1 個測驗
完成時間為 2 小時
Big Data Modeling (Part 2)
These lessons continue to shed light on big data modeling with specific approaches including vector space models, graph data models, and more.
完成時間為 2 小時
5 個視頻 （總計 31 分鐘）, 5 個閱讀材料, 1 個測驗
完成時間為 2 小時
Working With Data Models
Data models deal with many different types of data formats. Streaming data is becoming ubiquitous, and working with streaming data requires a different approach from working with static data. In these lessons you will gain practical hands-on experience working with different forms of streaming data including weather data and twitter feeds.
完成時間為 2 小時
6 個視頻 （總計 29 分鐘）, 7 個閱讀材料, 1 個測驗
審閱
- 5 stars58.35%
- 4 stars28.20%
- 3 stars9.15%
- 2 stars2.51%
- 1 star1.76%
來自BIG DATA MODELING AND MANAGEMENT SYSTEMS的熱門評論
由 AG 提供2017年10月8日
Lot of new information, excellent delivery. Given 4 as I feel real-use case flavor is inadequate -exercises could be more intensive, real case studies can be added.
由 MM 提供2019年9月29日
Big Data modeling is important consideration while designing big data solution. Most of other online courses lacks this module. Thanks to coursera for bringing this course. Five star.
由 CJ 提供2018年2月3日
Great overview of a few databases and what they are good at. Would have liked actual hands-on like installing a database and demonstrating the key feature the database is good at.
由 PV 提供2019年11月19日
The content is really good and informative. More hands-on would be helpful. Extending the tree structure problem in the pink flamingo exercise was bit confusing.
關於 大数据 專項課程
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.
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