Online Short Course/FDP
on
Machine Learning and IOT with AWS

(23rd June-02nd July, 2020)

Recognized by AICTE at par with QIP for recognition/credits

Venue: Online Sessions Through Zoom

Certificates to participants by E&ICT Academy IIT Roorkee


Last Date for Registration: June 18th, 2020


Eligibility: Faculty/PhD/Research Scholars of engineering/technical institutions and persons from Govt. departments/labs and industry.


Experts from Academia: Guest Lectures from IIT Roorkee

Experts from Industry: Mr. Bipul Shahi (Diginique TechLabs, Gurgaon)

Principal Investigator (E&ICT Academy IIT Roorkee): Prof. Sanjeev Manhas

Local Coordinator (E&ICT Academy IIT Roorkee): Prof. R. Balasubramanian

Why Machine learning and IoT with AWS?

Machine learning uses statistical algorithms that learn from existing data, a process called training, in order to make decisions about new data, a process called inference. During training, patterns and relationships in the data are identified to build a model. The model allows a system to make intelligent decisions about data it hasn’t encountered before. Optimizing models compresses the model size so it runs quickly. Training and optimizing machine learning models require massive computing resources, so it is a natural fit for the cloud. AWS with IoT is to introduce AWS Cloud, IAM, Lambda, Redshift, EC2, S3, CloudTrail and etc. Moreover, Participants will work on various tools of AWS cloud platform and create SaaS applications that are highly scalable, highly available and fault-tolerant, etc.


Objective of the Course

  • Understanding of statistics and Python programming.
  • Introduction of data analytics, machine learning and it's real-life applications.
  • Connecting AWS platform with Internet of Things (IoT).
  • Making comprehensive cloud platform, optimized for machine learning.
  • Benefits and Outcomes of the Course

  • Learn the various aspects of AWS platform and its real life applications.
  • Carry out predictions, detect fraud, recommend and forecast based on data analysis on cloud.
  • Add image and video analysis to your applications to catalog assets, automate media workflows, and extract meaning.
  • Guide/Mentor the participants to seek job opportunities in IoT and AWS along with Machine Learning.

  • Course Program

  • The program is split into lectures and lab sessions.
  • Quizzes and project work for enhanced learning.
  • Hands-on experience on basic & advanced- level topics.
  • Interaction & learning with experts from academia & industry.
  • Certificates to the participants by E&ICT Academy IITR.

  • Course Content:
  • Install the AWS CLI and create a device in the thing registry
  • Security and Identity in AWS
  • Message Broker, Granting AWS IoT the Required Access
  • AWS IoT SQL Reference and Device Shadows
  • AWS IoT SDKs and Troubleshooting
  • Introduction to Python
  • Python for Data Analysis and Data Visualization
  • Introduction to Machine Learning Python
  • Linear Regression, Logistic Regression and K Nearest Neighbours
  • Important Details

    Last Date for Registration:
    June 18th, 2020
    Seats
    60 seats on first-cum-first-serve basis
    Duration
    10 days, 40 hours
    Registration Fee
    Faculty Members/Research Scholars: Rs. 1500/-
    Persons from Industry: Rs. 2500/-
    Payment mode (Read the instruction for payment)
    Online: Click on the link (https://www.onlinesbi.com/prelogin/icollecthome.htm?corpID=365641)
    How to Apply
    You can apply online by click here to fill-up the application form OR you can download offline form and email scanned copy to eict@iitr.ac.in
    Contact Details
    Prof. Sanjeev Manhas, P.I., E&ICT Academy, ECE Dept, IITR
    Prof. R. Balasubramanian, CSE Dept, IITR)
    eict@iitr.ac.in, eictiitr@gmail.com, info@diginique.com>
    Tel: +91-9717524177, +91-1332-286457

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