Battery, IoT, Edge Computing Technology and Data Science Training at Erudition Inc.

Erudition is offering comprehensive live on-site 2 days Battery, IoT, Edge Computing Technology and Data Science training on May 14-15 2022  Online at Zoom and On-site at Embassy Suites Santa Clara

Battery technology , IoT, Edge and Analytics/Data Science associated with these technologies is at center of Technology business/growth today.

Erudition instructors are hands-on practitioners and technologists working on these technologies today. 

Our mission: Erudition Inc.'s mission is to provide education in emerging technologies to masses at no cost or very affordable rate. What is life's objective at the end of the day? Life is fleeting, and permanence in this world is something we all strive for. The best way to achieve permanence is through sharing knowledge.

Time Date : May 14-15 2022 9am-6pm PST

Location:  Online via Zoom and On-Site Live Embassy Suites Silicon Valley, Santa Clara, California 

May 14-15 2022  9:00 AM -6:00 PM PST

Tickets: $200.00/- 

Use Promo Code ALUMNI for 30% off!!

Location: Embassy Suits Silicon Valley, 2885 Lakeside Drive Santa Clara CA 95054 and online via Zoom

Battery technology , IoT, Edge and Analytics/Data Science associated with these technologies is at center of Technology tremendous business/tech growth today. Battery IoT Edge Computing knowledge and Skills are desirable considering inevitable transition to electrification of mobility, computing and communication to edge. The battery specialized course aims to bridge science and society. For students focused on science, it will help illustrate the demands of society and industry. For learners from industry, business, or generalist backgrounds, it will be a lucid from introduction to advancement in the subject. This specialization is designed for whoever is an enthusiast in battery technology and wishes to pursue a career further. Battery Management System is an embedded system that ensures human safety in an Electric Vehicle. BMS not only ensures safety but also estimates the various state of health parameters of a battery pack. As the demand for Electric Vehicles is increasing so the demand for Lithium-ion batteries is increasing. Every battery pack developer needs an Engineer who can develop the required BMS.

IoT (Internet of Things) and Edge Computing is a system of interconnected devices and things such as computing machines, mechanical, digital machines, objects, animals that are connected over the internet. These devices and things can transfer data over a network without requiring human-to-human or human-to-computer interaction. The built-in technology in the objects helps them interact with internal states or the external environment, which in turn affects the decisions taken.

What are the Course Objectives?

Basic understanding of Battery Technologies

Basic understanding of Battery Management Systems

Overview of Data Science techniques to analyze and feature engineering Battery Telemetry from Automative and Smartphone applications

Complete knowledge of IoT/Edge technology.

Learn features, benefits, core concepts, background technologies of IoT.

Understand sensors, communication interfaces microcontrollers to design and build IoT devices.

Understand how to construct prevalent computing architectures.

Instructor Bio

Bhairav Mehta and Dr. Saroj Sahu:

Bhairav Mehta is Principal Data Scientist Manager and Technical Program Manager with 18 years experience in Analytics, Data Science, AI/ML, Big-Data and Program/Product management at Fortune 10 companies (Microsoft, Apple, Qualcomm, Ford) and startups (MIT Startup) in various industry verticals. Focused, highly dependable and detail-oriented solutions architect offering exceptional problem solving, troubleshooting skills and a talent for developing innovative solutions to unusual and difficult problems. Bhairav is an academician with 5 Masters Degrees in Engineering, Math, MBA and Computer Science. Bhairav is working on his Ph.D. in Cyber Security at George Washington University, Washington DC currently expected in 2024.

Bhairav leads team of Senior Data Scientists at MS Azure Edge and Platform Enterprise Security Data Science team. He works on Edge IoT Telemetry, Core Operating Systems and Edge Security solutions development. Some of the key projects he is leading are AI Security, Robustness &Defense, Post Quantum Digital Certification and Edge Operating systems security. Bhairav works on ML Model deployment on the Edge at Microsoft. Linkedin : https://www.linkedin.com/in/mehtabhairav

Dr. Saroj Sahu Saroj Sahu (https://www.linkedin.com/in/saroj-energy/)

Curriculum:

A. Battery Technologies and Data Science Day 1

Important Battery Terminologies

Parts of Electrochemical Cell

Materials for Electrochemical Cell

Electrochemical Cell Examples

Benefits of Li-Ion Cell

Lithium Ion Cell Negative Electrodes

Lithum Ion Cell Positive Electrodes

Electrolytes and Separators for Lithium Ion Cells

2. Battery Management Systems

Introduction to Battery Management System

Vehicle Application

Modular Design

Cell Voltage Sensation and Temperature Sensation

Battery Pack Current Sensation

Control Contractors and Electrical Isolation

Battery Pack Temperature Control

How BMS protects a User and Battery Pack

BMS Interface

3. Battery Telemetry, Diagnostics, Analytics and Data Science

State of Charge and State of Health estimation

Cell and Battery Pack SoC

Computation of Cell available Energy and Power

Computation of Battery Pack available Energy and Power

Diagnostics Report

Battery Analytics and Data Science

Battery Telemetry and Feature Engineering

Battery Fast Charging and Useful Life prediction from Early life

Data Science on Battery Charging and Useful Life prediction from Stanford and NASA public Data

B. IoT Edge Computing and Data Science Day 2

1. Introduction

What is IoT?

How is IoT applied in various domains?

Use cases ranging from Smart Cities to IoT

How large is the IoT Market in various domains?

2. IoT Architecture

IoT Technology Stack

Sensors and Actuators

Hardware Platforms

Wireless Communication Protocols

Network Communication Protocols

Cloud, its components and IoT

Data Streaming in IoT

Data Store and IoT

Analytics & Visualization for IoT

3. Sensor and Actuator

What is Sensor, what is Actuator?

What is a suitable sensor?

Properties of Sensors and their classifications

Types of Sensors and Actuators

How do typical Sensors and Actuators work?

Categories of sensors - Commercial, Industrial, Military, Medical, Food grade sensors

Selecting a sensor for your use case

IoT Hardware Platform & comparison

Criteria for choosing a Hardware platform

4. Overview of Raspberry pi and Arduino Hardware

Introduction to Raspberry Pi

Introduction to Arduino Open Source Microcontroller Platform

Schematics, PCB Design Tools and prototyping steps

Raspberry Pi and Arduino Board Layout & Architecture

Why Raspberry Pi?

Why Arduino?

5. Fundamentals of Programming with Arduino

Learn to program Arduino with Arduino IDE

Learn to make your Arduino respond to sensors and actuators

Reading data from analog and Digital Sensors

Writing data to analog (PWM)

How to write data to Digital Actuators

6. How to Interface Sensors and Actuators with Hardware

How to connect sensors to Arduino to read data from sensors and display data such as Temperature, Humidity, Distance, Light, Moisture, Gas (Methane and Alcohol), Proximity, Motion) on the serial monitor.

Connecting actuator to Arduino and controlling Actuator via LED, Relay, Push button, Buzzer

Controlling a motor (actuator) by sensing Temperature

Controlling a buzzer using Ultrasonic ranger

PIR (Human presence) - (Combining sensors to avoid false alarms)

Using moisture sensor to control sprinklers using relay by sensing moisture in the soil.

7. How to Program Raspberry Pi board

How to work with Raspberry Pi 3 Model

How to install OS and design Systems using Raspberry pi

How to configure Raspberry Pi for VNC Connection

8. Introduction to Linux Operating System

Linux commands and uses

9. How to get started with Python

Variables, Functions, Control Structure

File Handling in Python and Importing or Exporting Data

10. Interface sensor and Actuator with Raspberry Pi

11. IoT Communication Protocol

12. IoT Wireless Protocols

RFID, NFC, Blue Tooth, BLE, ZigBee, and Zwave Mesh network

Comparison between Wireless Protocols

How to select wireless Protocol based on the use case

13. IoT Communication Channels

Wi-Fi, GSM/GPRS, 2G, 3G, LTE

Comparison of Communication Channels

How to select communication channels based on use case

14. Network Protocols in IoT

MQTT, MQTTS, CoAP, 6LoWPAN, TCP, UDP, HTTP, HTTPS

15. Comparison of the Network protocols

Selection of Network Protocol based on Use Case

16. Introduction to IPv4 and IPv6

Issues with IPv4 in IoT

How IPv6 resolves the problems with IPv4

RF protocol Application issues

Power consumption, LOS, reliability, Security aspects

17. TCP/UDP Transport Layer Protocol

Introduction to TCP and UDP

Difference between TCP/UDP Transport layer protocol

How to test TCP v/s UDP by python socket programming

18. HTTP Application layer IOT Protocol

Introduction to the HTTP protocol

Structure of HTTP Protocol

Start with HTTP protocol GET/POST Method

How to work on python Flask library design web page

Control thing from the webpage using the HTTP protocol

Publish sensor data over the web server

19. MQTT IOT Protocol

Introduction to MQTT

Why MQTT?

Features of MQTT

MQTT Subscribe/Publish

MQTT Broker

MQTT QoS

MQTT Security

20. MQTT and Raspberry Pi

How to install Mosquito MQTT broker

How to Publish and Subscribe test on local server broker

Start with Paho MQTT

Publish and subscribe on iot.eclipse platform

21. CoAP IOT Protocol

Introduction to CoAP

CoAP IOT protocol Architecture

Difference between HTTP & COAP

Implement of CoAP using CoAPthon Python library

Design server and client using Python

22. IoT Cloud Platform (Ubidot)

Read data from sensors,

Create a JSON Object

Establish HTTPS connection using Wi-Fi

How to send JSON data to Ubidot Rest API over HTTPS

Create business rules in Ubidot for alarms

Send Data to Ubidot platform

How to create rules and configure Alarm with SMS and Email for your device

How to send data to Ubidot which will trigger the alarm

How to create and configure Chart/Graph for visualization

How to Control the actuator from Ubidot using polling technique

23. Cloud offering for IoT Edge Computing for Azure, AWS and Google Cloud

Introduction to Big Data and Big data technologies

27. How to prepare Raspberry Pi to connect to AWS IoT

Downloading Certificates from AWS IoT console

Installing certificate in RaspberryPi

Connecting Sensors to RaspberryPi II.

28. Connecting to AWS IoT

Configuring RaspberryPi sketch to connect to AWS IoT through Wi-Fi

Establishing MQTT Connection

Publishing Sensor data to AWS IoT Shadow

Subscribing MQTT Topic and controlling actuator from the shadow

29. How to send Data from raspberry Pi to AWS IoT

Run Ultrasonic ranger sketch in RaspberryPi and check

Updating of data from Raspberry Pi to AWS Shadow

30. Dynamo DB

Configuration of Dynamo DB

Create a table in Dynamo DB

Create a rule to link dynamo DB with AWS IOT

Store sensor data From AWS IOT in Dynamo DB

31. SNS

Set up SNS service

Test SNS service by publish and subscribe

Create a rule and link with AWS IOT

Notify through mail when Publisher publish data

Thanks

Bhairav Mehta

URL:  https://bit.ly/3LTnsu3

Phone# ‪‪(408) 256-3009‬

Email: eruditionbayarea@gmail.com