Introducing Cloud, Big Data, Artificial Intelligence, Machine Learning, Deep Learning - Tableau or Spark with TensorFlow or Keras
Table of Contents
1. Cloud for PaaS or IaaS - OpenShift, Heroku
2. Big Data for your Business Intelligence - Tableau, Spark
3. Artificial Intelligence/Machine Learning/Deep Learning
Keras, PyTorch, TensorFlow
1.Cloud for PaaS or IaaS - OpenShift, Heroku
I explored three Cloud platform, Google Cloud, Redhat OpenShift Cloud and Heroku Cloud.
I am able to host my desktop software and partly sucessfull with Daayam game able to run in different binary environment like mobile phones(Sony Ericcsson K320-Java, Karbonn A1-Android) and laptop(Browser Javascript - dayamdayam.herokuapp.com).
J2ME programming source code, rewritten for Android and Browser. And Daayam game as PHP web application now available
at https://dayamdayam.herokuapp.com.
My other Desktop softwares (Alavu and Udai) written in Java SDK should be rewritten for Javascript to host in Cloud and provide SaaS.
2. Big Data for your Business Intelligence
Structured data stored in RDBMS are reported using SQL queries which is 4GL. Unstructured Data stored in Excel, CSV, JSON should also be reported for high level understanding or getting meaningful insights.
I came across https://Tableau.com software for Data Visualization of Big Data stored in Excel Sheets. Customers from different towns are visualized with the help of Openstreet map data.
Tabpy, python server for Tableau helps to do use Python Features over Excel data sheets. Algorithmia, AI algorithms also able to operate over Excel data and business intelligence report are produced by Tableau data visualization.
AI over Excel data and Visualization Sample
3. Artificial Intelligence, Machine Learning and Deep Learning
Keras or TensorFlow or Algorthmia or Wit.ia
Self-driving cars, deriving meaning from text messages automatically, speech processing and face recognition in youtube videos, Facebook photos are important application areas easy to
follow for above technologies.
Facebook and AI Usage Face detection with labeled names
Google auto suggestion of words are powered by Deep Learning.
Read more about deep learning from Jason Brown Lee Phd.
Google Datasets for your Learning
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