Data science, Machine learning Introduction

KaushlendraSisodia 29 views 41 slides Oct 04, 2024
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About This Presentation

IoT, Data science, Machine learning Introduction


Slide Content

Kaushlendra Singh Sisodia (Founder ) IIT Kanpur Alumnus 22+ years Industry experience Presently working as Managing Director at UniConverge Technologies Pvt. Ltd. (UCT) Chief mentor at The IoT Academy Owning UCT Consulting, UCT Robotics and upskill Campus. Worked with many MNCs Ericsson AB, Sweden (for 7 years) STMicroelectronics Pvt. Ltd, Noida UbiNetics India Pvt Ltd, Bangalore SASKEN Communication Tech., Bangalore

Agenda About UCT What is IoT ? IoT Architecture Hands-ON

Uniconverge Offering in Digital Transformation Domain .

Uniconverge Technologies OEM Services We offer end to end solution ranging from product design to final production we handle everything for you.. IIOT Solutions We offer solution like Energy Monitoring, Predictive Maintenance, Lorawan , Remote monitoring… IIOT Products We offer product ranging from Remote IOs, Wireless IOs, LoRaWAN Sensors, Signal converter and IOT gateways

IIOT Products

IIOT Platform/Software

UCT Insight is an IOT platform designed for quick deployment of IOT applications on the same time providing valuable “insight” for your process/business. It enables device connectivity via industry standard IoT protocols - MQTT, CoAP , HTTP, Modbus TCP, OPC UA It supports both cloud and on-premises deployments. It has features to • Build Your own dashboard • Analytics and Reporting • Alert and Notification • Integration with third party application(Power BI, SAP, ERP) • Rule Engine IoT Platform

Factory watch is a platform for smart factory needs. It provides Users/ Factory with a scalable solution for their Production and asset monitoring OEE and predictive maintenance solution scaling up to digital twin for your assets. to unleased the true potential of the data that their machines are generating and helps to identify the KPIs and also improve them. A modular architecture that allows users to choose the service that they what to start and then can scale to more complex solutions as per their demands. Its unique SaaS model helps users to save time, cost and money. Smart Factory Platform

Why Smart Applications need LoRaWAN Network

Why we need Industrial LoRaWAN network Wireless network easy to setup Help in deployment of monitoring and control system Remote devices can be easily monitored No need of cabling for setting up sensors and converter for monitoring and control Good Coverage in harsh industrial condition. Low power consumption ideal for battery powered nodes

13 Intelligent Street Lighting

14 Smart Irrigation

15 Smart Irrigation

16 Irrigation controller

17 Irrigation controller

18 ORR, Hyderabad Drip Irrigation Automation Pump House Pump House Pump House 4G Gateway 4G Gateway 4G Gateway Base Unit Base Unit Base Unit Booster Unit Booster Unit Booster Unit Remote Unit Remote Unit Remote Unit Remote Unit Remote Unit Remote Unit Remote Unit Remote Unit Remote Unit Remote unit : For operating valve(4 no) Base unit : For Controlling of pump taking sensor data and giving command to remote unit. Booster unit : Repeater unit for extra range

19 ORR, Hyderabad Drip Irrigation Automation Base Unit Booster Unit Remote Unit

UniConverge Technologies at Convergence India - IoT Expo, Pragati Maidan , New Delhi March 27-29, 2023

UniConverge Technologies at Bharat Telecom, Taj Palace, New Delhi Jan 29-30, 2024

The IoT Academy : EdTech Entity of UCT

The IoT Academy Having collaboration with

Courses

Career Support

Future Development would be around “DATA” 32

Technologies around “DATA” From where Data come from : IoT How data is communicated from Networking & Communication Technologies How and where data is managed : Cloud Computing/ Big Data What to do with Data : Data Science/ Machine Learning How to secure data : Cyber Security

Internet of Things

What is the Internet of Things Internet connects all people, so it is called “Internet of People” IoT connects all things, so it is called “Internet of Things”

What Comprises IoT Networks? M2M = > Embedded Technology + Network Technology IoT => Embedded Technology + Network Technology + Information Technology

Goal of IoT The IoT allows objects to be sensed or controlled remotely across existing network infrastructure. Creating opportunities for direct integration of the physical world into computer-based systems. Improve efficiency, accuracy and economic benefit in addition to reduced human intervention.

IoT Architecture

Pros and Cons of IoT ADVANTAGES DISADVANTAGES Minimize human effort and save time Security of confidential Data is a key concern Lead to more automation and technical optimization Can lead to various types of network attacks Help us to reduce waste and use our natural resources effectively Maintaining privacy is a challenge

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