intelligent retail,the machine learning...
TRANSCRIPT
喬伊想買什麼樣的產品?
莎拉下個月還會回來購物嗎?
怎麼樣的誘因會讓傑米再回來購買? 折扣? 新品推薦?
怎麼樣的廣告會吸引強納森的注意力?
客戶喜不喜歡我的新版網站?
下一版該怎麼改進 ?
Decisions
Operational Apps
資料 聰明 行動
台北市交通巨量資料 (每周)
200萬 2000萬 25000MB
YouBike/每周 公車/每周 資料大小/每周
筆 筆
台北市交通巨量資料
Ubike 資料 : 200萬筆 (一周)公車資料 : 2000萬筆 (一周)天氣資訊 (溫度, 風力, 濕度, 降雨 )
每周有25GB
Ubike預測
•總運輸量預測
•單站是否有車(可借)
•單站是否有空車位(可還)
YouBike 數據資料視覺化
YouBike 租借資料動態圖
透過大數據及機器學習演算法預測
預測參數:
過去歷史資料氣溫風速濕度降雨時間周
資料 聰明 行動
Cognitive
Services
Give your solutions
a human side
Bot Framework is a Microsoft-operated service and an SDK.
Bot Framework is one of many tools Microsoft offers for building a complete bot.
Others include: LUIS, Speech APIs, Azure, more
Bot Connector Service
Connect your bot(s) seamlessly to text/sms, Office 365 mail, Skype, Slack, Twitter and more
A service to register your bot, configure channels and publish to the Bot Directory
Bot Builder SDK
Everything you need to build
great dialogs within your Node.js
or C# bot
An open source SDK hosted
on GitHub
Bot Directory[Coming Soon]
Discover, try, and add bots to
conversation experiences
A public directory of bots
registered and approved with Bot
Framework
Your bot
將資料轉換成智慧型行動
Action
People
Automated Systems
Apps
Web
Mobile
Bots
Intelligence
Dashboards &
Visualizations
Cortana
Bot
Framework
Cognitive
Services
Power BI
Information
Management
Event Hubs
Data Catalog
Data Factory
Machine Learning
and Analytics
HDInsight
(Hadoop and
Spark)
Stream Analytics
Intelligence
Data Lake
Analytics
Machine
Learning
Big Data Stores
SQL Data
Warehouse
Data Lake Store
Data Sources
Apps
Sensors and devices
Data
支援超級規模的資料分析
• A Hadoop Distributed File System for the cloud
• No fixed limits on file size
• No fixed limits on account size
• Unstructured and structured data in their native format
• Massive throughput to increase analytic performance
• High durability, availability, and reliability
• Azure Active Directory access control
LOB
Applications
SocialDevices
Clickstream
Sensors
Video
Web
Relational
HDInsight
ADL Analytics
Machine Learning
Spark
R
ADL Store
Big Data Stores
SQL Data
Warehouse
Data Lake Store