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Big Data Analytics: Internet of Things Sensor Data and Time Series Analysis Discount

Programme Code 10006864-09 Subsidised by RTTP
Start Date30-05-2019
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Fannie Kwok, Tel: 27886271

Programme Info

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Learning Objectives

  • Deployment on Internet of Things Sensor Time Series Analysis Architecture
  • Big Data Analytics Basics
  • Internet of Things Sensors Data Collection
  • Programming for IOT in Python
  • Use of Column-based Database: Cassandra
  • Use of Time Series Database
  • Use of Fast-version Hadoop: Spark
  • Use of MLIB Machine Learning Algorithms
  • Practical Use of Internet of Things Sensor Data Streaming and Analysis
  • Predictive Maintenance in Machinery Motor Time Series
  • Application to Smart Meter Time Series Analysis
 
 

Content

  • Introduction to Big Data Analytics
  • Internet of Things and Time Series
  • Big Data Basics & Fundamentals
  • Basic Time Series Examples in Python
  • Apache Spark: 100x faster than Hadoop
  • Basic Data Science Concept
  • Machine Learning in Spark
  • Near-Real-Time Spark Streaming for Sensor Network
  • Column-based distributed database
  • Time Series Database
  • Code Examples: Big Data Integration with Time Series Sensor
  • Case Study
 

Course Fee

HK$4,800 (“Friends of SME One” could enjoy a 5% off discount)
Reindustrialisation and Technology Training Programme (RTTP) registered course: After approval of the funding, 2/3 of the course fee will be funded.
 

Medium of Instruction

Cantonese (English terms will be used where appropriate)
 

Award of Certificate

Participants who have attained at least 75% attendance will be awarded a certificate of attendance issued by the Hong Kong Productivity Council.
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