Big Data 專項課程
Unlock Value in Massive Datasets。 Learn fundamental big data methods in six straightforward courses.
本專項課程介紹
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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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.
製作方：
行業合作夥伴：
6 courses
按照建議的順序或選擇您自己的順序。
項目
旨在幫助您實踐和應用所學到的技能。
證書
在您的簡歷和領英中展示您的新技能。
課程
- Beginner Specialization.
- No prior experience required.
第 1 門課程
Introduction to Big Data
- 課程學習時間
- 3 weeks of study, 5-6 hours/week
- 字幕
- English, Korean, Persian
課程概述
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 the您可以選擇只參加本課程。 了解更多。
第 2 門課程
Big Data Modeling and Management Systems
- 課程學習時間
- 6 weeks of study, 2-3 hours/week
- 字幕
- English
課程概述
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 ab您可以選擇只參加本課程。 了解更多。
第 3 門課程
Big Data Integration and Processing
- 字幕
- English
課程概述
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 large-您可以選擇只參加本課程。 了解更多。
第 4 門課程
Machine Learning With Big Data
- 課程學習時間
- 5 Weeks, 3 - 5 hours per week
- 字幕
- English
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 introduc您可以選擇只參加本課程。 了解更多。
第 5 門課程
Graph Analytics for Big Data
- 課程學習時間
- 4 Weeks, 3-5 hours/week
- 字幕
- English
課程概述
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 to您可以選擇只參加本課程。 了解更多。
第 6 門課程
Big Data - Capstone Project
計劃開課班次：Nov 12- 字幕
- English
畢業項目介紹
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 a您可以選擇只參加本課程。 了解更多。
製作方
Amarnath Gupta
Director, Advanced Query Processing Lab
Mai Nguyen
Lead for Data Analytics
Ilkay Altintas
Chief Data Science Officer
FAQs
More questions? Visit the Learner Help Center.
