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CURRICULUM MODULE

Day

Module

Description

01

 

INTRO_01

Introduction to IoT and AI

1.       Basic Of actuators and Sensors

2.       Introduction To IoT Architecture

3.       Basics of AI (neural Networks and Fuzzy logic Networks)

4.       Introduction to Arduino

5.       Arduino shields description and interfacing

02

IoT_01

Arduino Based IoT application

1.       Introduction to IoT platforms (Blynk and Microsoft Azure)

2.       Experiments with Arduino hardware and sensor interfacing procedures.

3.       IoT based actuator operation using Arduino

4.       Automatic  Lighting control using IoT

5.       Smart irrigation using IoT.

03

AI_01

Neural networks-01

1.       Introduction to MATLAB programming for AI algorithms.

2.       Back-propagation algorithm and its application

3.       Radial-basis function algorithm and its application

4.       Back-propagation application for system identification using MATLAB

5.       RBFN system identification using MATLAB

 

04

AI_02

Neural networks-02

1.       Back-propagation algorithm through time algorithm and its application

2.       Real-time Recurrent network and its application

3.       BPTT system identification using MATLAB

4.       RTRN system identification using MATLAB

05

IoT_02

Raspberry-pi Based IoT application

1.       Introduction to R-pi and its programming environment.

2.       R-pi-hardware interfacing and application

3.       Smart phone interfacing wit R-pi

06

IoT_03

Design of Smartphone controlled robot

1.      Students must develop Machine Learning algorithm to control a 2 wheeled robot using smartphone.

Extra:

1.      Guest Lecture On Application Of IOT

07

GL_01

Guest lectures

1.      Deep learning Networks and its application in image reconstruction

2.      CNN application in Facial and emotion detection

Extra:

1.       Concluding Remarks and Certificate Distribution