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Details

This training aims to equip you with basic machine learning knowledge using Python scikit-learn package such as regression, classification, clustering, decision trees and neural networks. The topics include:

  • Linear regression
  • Create representations of documents and images that can be used in machine learning models
  • Discover hidden structures in data using clustering and PCA
  • Basics of Neural Network

Outline

Module 1 - Introduction to Analytics as a Service (AaaS)

  • Analytics as Service (AaaS) - Concept 
  • Ecosystem of AaaS (Software, Platform, Infrastructure)
  • AaaS with APIs 
  • Cloud Analytics Platforms for AaaS

Module 2 - Common Capabilities of AaaS

  • Visual Recognition - Image recognition, face recognition, OCR
  • Text - Sentiment / Tone analysis, Entity Recognition
  • Conversation - Chatbots 
  • Search - Retrieve and Rank 
  • Speech to Text 
  • Translation

Module 3 - Using AaaS

  • User Interface 
  • Programmatically (APIs)
  • Postman 
  • How AaaS is used in an Application

Module 4 - Building blocks of an AaaS Application

  • HTML / Javascript 
  • APIs
  • GET / POST Methods 
  • Authentication 
  • Communicating with APIs through HTML / Javascript
  • Communication formats 
  • JSON

Module 5 - Making a simple AaaS Application

We will make a simple AaaS application using Instagram and Image recognition APIs.

Module 6 - Next Steps

  • Power of AaaS within organization 
  • Creating AaaS
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Tertiary Courses Malaysia is a HRDF Approved Training Provider in Malaysia. We offers wide range of classroom instructor-led technical training courses for working professionals and executives in Malaysia.

All our courses and trainings are funded by HRDF (Human Resources Development Fund Malaysia). Our courses include Infocomm, Digital Media, Robotics, Semiconductor,Telecommunication, Life Science, Horticulture Industries , and Business Administration . Below are some of our popular courses

  1. Python Programming
  2. R Programming
  3. Tableau
  4. Machine Learning
  5. Raspberry Pi
  6. Arduino
  7. 3D Printing
  8. iOS Apps Development
  9. Android Apps Development
  10. Magento eCommerce
  11. Wordpress
  12. Joomla
  13. Search Engine Optimizatoin
  14. Web Design
  15. Google Analytics
  16. Facebook Marketing
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