SlideShare a Scribd company logo
1 of 37
Download to read offline
ORGANIZING SECRETARY
DR.R.GUNAVATHI,
HEAD & ASSOCIATE PROFESSOR,
PG & RESEARCH DEPARTMENT OF COMPUTER APPLICATIONS
Mr.Janarthanan.S
Assistant Professor,
School of Computing Science and Engineering
Galgotias University, Uttar Pradesh
janarthanan@galgotiasuniversity.edu.in
 About IoT
 Trends & Technologies
 IoT Applications Ranking
 Machine Learning
 Tools and courses for further learning
 IoT development in Future
 Conclusion
3
 Formal Definition:
The Internet of things (IoT) is a system of
interrelated computing devices, mechanical and
digital machines provided with unique identifiers
(UIDs) and the ability to transfer data over a network
without requiring human-to-human or human-to-
computer interaction.
4
 Simple words?
"A network of Internet connected objects able to
collect and exchange data.“ It is commonly
abbreviated as IoT. ... In a simple way to put it, You
have "things" that sense and collect data and send it
to the internet.
 Who invented IoT?
Kevin Ashton is sometimes called the “Inventor of
IoT” since the first used the term in 1999 to describe
a system where the Internet is connected to the
physical world via ubiquitous sensors. He is a serial
entrepreneur and co-founded the Auto-ID Center at
MIT
5
 How it works?
An IoT system consists of sensors/devices
which “talk” to the cloud through some kind
of connectivity. Once the data gets to the
cloud, software processes it and then might
decide to perform an action, such as sending
an alert or automatically adjusting the
sensors/devices without the need for the
user.
6
 What is IoT and its applications?
IoT is essentially a platform where
embedded devices are connected to the
internet, so they can collect and exchange
data with each other. It enables devices to
interact, collaborate and, learn from each
other's experiences just like humans do
7
 Why is IoT important?
Since IoT generates and analyzes vast
amounts of data, it is a significant driver of
big data analytics projects. In particular, it
can deliver large amounts of data in real-
time. ... Through various IoT devices, it is
possible to monitor the performance of all
employees as well as improve operations at
all locations
8
 What is IoT example?
Objects that can fall into the scope of
Internet of Things include connected security
systems, thermostats, cars, electronic
appliances, lights in household and
commercial environments, alarm clocks,
speaker systems, vending machines and
more.
9
 What is the best example of an IoT device?
Consumer connected devices include smart
TVs, smart speakers, toys, wearable's and
smart appliances. Smart meters, commercial
security systems and smart city technologies
-- such as those used to monitor traffic and
weather conditions -- are examples of
industrial and enterprise IoT devices.
10
 Where is IoT used?
IoT devices can be used to monitor and
control the mechanical, electrical and
electronic systems used in various types of
buildings (e.g., public and private, industrial,
institutions, or residential) in home
automation and building automation systems.
11
 What is IoT and its benefits?
The IoT allows you to automate and
control the tasks that are done on a daily
basis, avoiding human intervention. Machine-
to-machine communication helps to maintain
transparency in the processes. It also leads
to uniformity in the tasks. It can also
maintain the quality of service.
12
 How IoT affect our life?
Along with advanced data analytics, IoT-
enabled devices and sensors are helping us
reduce air pollution in some of our world's
biggest cities, improve agriculture
and our food supply, and even detect and
contain deadly viruses. More than half of the
world's population now lives in cities—up
from just 34% in the 1960s.
13
 What is IoT in our life?
The Internet of Things (IoT) refers to devices
such as cell phones, vehicles, electronic
appliances, and smart sensors that are
connected to a wireless network.
... IoT devices will have a significant impact
on many aspects of our lives including how
we live, drive, and farm animals and crops.
14
 Is IoT the future?
IOT means Internet Of Things. IOT comprises
of sensors, smart meters, smart vehicles
connected to Internet. ... By 2022, it's
estimated that there will be 30
billion IoT devices, and a global market of
$7.1 trillion. Without a doubt, IoT is poised
to play a central and defining role in
the future of the world.
15
 6 Leading Types of IoT Wireless Tech and
Their Best Use Cases
16Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
 6 Leading Types of IoT Wireless Tech and Their Best
Use Cases
 1. LPWANs
 Low Power Wide Area Networks (LPWANs) are the new
phenomenon in IoT. By providing long-range
communication on small, inexpensive batteries
 This family of technologies is purpose-built to support
large-scale IoT networks sprawling over vast
industrial and commercial
 LPWANs can literally connect all types of IoT sensors –
facilitating numerous applications from remote
monitoring, smart metering and worker
safety to building controls and facilitymanagement.
17Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
 2. Cellular (3G/4G/5G)
 Well-established in the consumer mobile market, cellular
networks offer reliable broadband communication supporting
various voice calls and video streaming applications.
 On the downside, they impose very high operational costs
and power requirements.
 The majority of IoT applications powered by battery-operated
sensor networks, they fit well in specific use cases such
as connected cars or fleet management in transportation
and logistics.
 Cellular next-gen 5G with high-speed mobility support and
ultra-low latency is positioned to be the future of
autonomous vehicles and augmented reality. 5G is also
expected to enable real-time video surveillance for public
safety, real-time mobile delivery of medical data sets
for connected health, and several time-sensitive industrial
automation applications in the future
18Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
 3. Zigbee and Other Mesh Protocols
 Zigbee is a short-range, low-power, wireless standard (IEEE
802.15.4), commonly deployed in mesh topology to extend
coverage by relaying sensor data over multiple sensor nodes.
 Compared to LPWAN, Zigbee provides higher data rates, but
at the same time, much less power-efficiency due to mesh
configuration.
 Because of their physical short-range (< 100m), Zigbee and
similar mesh protocols (e.g. Z-Wave, Thread etc.) are best-
suited for medium-range IoT applications with an even
distribution of nodes in close proximity
 Zigbee is a perfect complement to Wi-Fi for various home
automation use cases like smart lighting, HVAC controls,
security and energy management, etc. – leveraging home
sensor networks.
19Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
 4. Bluetooth and BLE
 Bluetooth is a short-range communication technology
well-positioned in the consumer marketplace.
 Bluetooth Classic was originally intended for point-to-
point or point-to-multipoint (up to seven slave nodes)
data exchange among consumer devices
 Optimized for power consumption, Bluetooth Low-
Energy was later introduced to address small-
scale Consumer IoT applications.
 BLE is widely integrated into fitness and medical
wearables (e.g. smartwatches, glucose meters, pulse
oximeters, etc.) as well as Smart Home devices (e.g.
door locks)
20Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
 5. Wi-Fi
 its major limitations in coverage, scalability and
power consumption make the technology much less
prevalent.
 Wi-Fi is often not a feasible solution for large
networks of battery-operated IoT sensors, especially
in industrial IoT and smart building scenarios.
 Instead, it more pertains to connecting devices that
can be conveniently connected to a power outlet
like smart home gadgets and appliances, digital
signage's or security cameras.
 Wi-Fi 6 – the newest Wi-Fi generation – brings in
greatly enhanced network bandwidth (i.e. <9.6 Gbps)
to improve data throughput per user in congested
environments.
21Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
 6. RFID
 Radio Frequency Identification (RFID) uses radio
waves to transmit small amounts of data from an
RFID tag to a reader within a very short distance
 Till now, the technology has facilitated a major
revolution in retail and logistics.
22Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
23Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
Use-Cases-for-Different-IoT-Wireless-Tech
24
25
 What is machine learning in IoT?
 Rapid developments in hardware, software, and
communication technologies have facilitated the
emergence of Internet-connected sensory devices
that provide observations and data measurements
from the physical world. ...
 The potential and challenges of machine
learning for IoT data analytics will also be discussed
26
 Is machine learning related to IoT?
 Machine learning has experienced a boost in
popularity among industrial companies thanks to the
hype surrounding the Internet of Things (IoT).
 Simply the promise of a cloud-based IoT platform is
not enough. Sensors connected to the IoT networks
and the data generated from the sensors needs to be
analysed
27
 Which is better IoT or machine learning?
 Machine learning and deep learning require massive
amounts of data to work, and this data is being
collected by the billions of sensors that are
continuing to come online in the Internet of
Things. IoT makes better AI.
 What is IoT and ML training?
 ML is becoming an essential player in a growing array
of process areas involving image recognition, natural
language processing, forecasting, prediction, and
process optimization.
28
29
 IBM Watson Studio
 Watson Studio lets you build and deploy an AI
solution, using the best of open source and IBM
software and giving your team a single environment
to work in.
 Hands on Labs ---->
 IBM® Watson Studio - Speed up ML/DL development
with Modeler Flows
 https://www.ibm.com/demos/collection/IBM-
Watson-Studio/
30
 Automating IoT Machine Learning: Bridging
Cloud and Device Benefits with AI Platform
 https://cloud.google.com/solutions/automating
-iot-machine-learning
 Machine Learning with IoT Devices on the
Edge
 https://docs.microsoft.com/en-
us/archive/msdn-magazine/2018/july/machine-
learning-machine-learning-with-iot-devices-on-
the-edge
31
 Machine Learning for IoT
 Ekkono connected things smart. Ekkono’s Edge
Machine Learning software is embedded onboard
connected devices to make them conscious, self-
learning, and predictive.
 https://ekkono.ai/
 GIT HUB Built for developers
 GitHub is a development platform inspired by the
way you work. From open source to business, you
can host and review code, manage projects, and
build software alongside 50 million developers.
 https://github.com/explore
32
 Amazon SageMaker
 Machine learning for every developer and data
scientist
 https://aws.amazon.com/machine-learning/accelerate-amazon-
sagemaker/?trk=ps_a134p000006BnGnAAK&trkCampaign=2020_HowMLisDone_campaign_landing_page&sc_channel=
ps&sc_campaign=SM_AD_Google_CL_RSA_SMML_PNB&sc_outcome=AIML_Digital_Marketing&sc_geo=mult&sc_countr
y=mult&sc_publisher=Google&s_kwcid=AL!4422!3!428016792162!b!!g!!ai%20and%20machine%20learning&sc_detail=
ai%20and%20machine%20learning&ef_id=EAIaIQobChMIkLu22OWX6gIVgn8rCh2qdAcaEAAYBCAAEgLwc_D_BwE:G:s&s_
kwcid=AL!4422!3!428016792162!b!!
33
 Introduction to internet of things
By Prof. Sudip Misra | IIT Kharagpur
https://swayam.gov.in/nd1_noc20_cs66/preview
 Introduction to Machine Learning
By Prof. Balaraman Ravindran | IIT Madras
https://swayam.gov.in/nd1_noc20_cs73/preview
 Practical Machine Learning with Tensorflow
By Prof. Ashish Tendulkar, Prof. Balaraman
Ravindran | Google, IIT Madras
https://swayam.gov.in/nd1_noc20_cs95/preview
34
 10 Predictions about the future of IoT.
 1.By 2025, it is estimated that there will be more than to
21 billion IoT devices
 2. Cybercriminals will continue to use IoT devices to
facilitate DDoS attacks
 3. More cities will become “smart”
 4. Artificial intelligence will continue to become a bigger
thing
Source: https://us.norton.com/internetsecurity-iot-5-predictions-for-the-future-of-iot.html
35
 5. Routers will continue to become more secure and
smarter
 6. 5G Networks will continue to fuel IoT growth
 7. Cars will get even smarter
 8. 5G’s arrival will also open the door to new privacy and
security concerns
 9. IoT-based DDoS attacks will take on more dangerous
forms
 10. Security and privacy concerns will drive legislation
and regulatory activity
Source: https://us.norton.com/internetsecurity-iot-5-predictions-for-the-future-of-iot.html
 Be Ready with IoT & Machine Learning for
future growth and development
 Train yourself with recent trends and
technologies related to that always
36
37

More Related Content

What's hot

Internet of Things- An Introduction
Internet of Things- An IntroductionInternet of Things- An Introduction
Internet of Things- An IntroductionRavindra Dastikop
 
Keynote - IoT and role of Mediatek in the IoT space
Keynote - IoT and role of Mediatek in the IoT spaceKeynote - IoT and role of Mediatek in the IoT space
Keynote - IoT and role of Mediatek in the IoT spaceDr. Shivananda Koteshwar
 
IOT introduction
IOT introductionIOT introduction
IOT introductionxinoe
 
Iot presentation
Iot presentationIot presentation
Iot presentationhuma742446
 
IEEE SusTech IoT Keynote Presentation 10/10/16
IEEE SusTech IoT Keynote Presentation 10/10/16IEEE SusTech IoT Keynote Presentation 10/10/16
IEEE SusTech IoT Keynote Presentation 10/10/16Mark Goldstein
 
The Future is Internet of Things (IOT)
The Future is Internet of Things (IOT)The Future is Internet of Things (IOT)
The Future is Internet of Things (IOT)Adnyesh Dalpati
 
Internet of Things Innovations & Megatrends Update 12/14/16
Internet of Things Innovations & Megatrends Update 12/14/16Internet of Things Innovations & Megatrends Update 12/14/16
Internet of Things Innovations & Megatrends Update 12/14/16Mark Goldstein
 
Trends in the IoT Landscape 2018 and how to streamline your IoT Product Deve...
Trends in the  IoT Landscape 2018 and how to streamline your IoT Product Deve...Trends in the  IoT Landscape 2018 and how to streamline your IoT Product Deve...
Trends in the IoT Landscape 2018 and how to streamline your IoT Product Deve...Maarten Weyn
 
Demystifying Internet of Things
Demystifying Internet of ThingsDemystifying Internet of Things
Demystifying Internet of ThingsBrian Pereira
 
Internet of Things and its applications
Internet of Things and its applicationsInternet of Things and its applications
Internet of Things and its applicationsPasquale Puzio
 
IoT Basics, current trends, the future
IoT Basics, current trends, the futureIoT Basics, current trends, the future
IoT Basics, current trends, the futureCharalampos Doukas
 
Internet of Things
Internet of ThingsInternet of Things
Internet of ThingsMphasis
 
Internet of Things (IoT) and Connected Cars - Patent Landscape Highlighting T...
Internet of Things (IoT) and Connected Cars - Patent Landscape Highlighting T...Internet of Things (IoT) and Connected Cars - Patent Landscape Highlighting T...
Internet of Things (IoT) and Connected Cars - Patent Landscape Highlighting T...Rahul Dev
 
Internet of things startup basic
Internet of things  startup basicInternet of things  startup basic
Internet of things startup basicMathan kumar
 
IoT Landscape and its Key Trends in Deployment
IoT Landscape and its Key Trends in DeploymentIoT Landscape and its Key Trends in Deployment
IoT Landscape and its Key Trends in DeploymentVincent Lau
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Thingspkshc01
 

What's hot (20)

Internet of Things- An Introduction
Internet of Things- An IntroductionInternet of Things- An Introduction
Internet of Things- An Introduction
 
Keynote - IoT and role of Mediatek in the IoT space
Keynote - IoT and role of Mediatek in the IoT spaceKeynote - IoT and role of Mediatek in the IoT space
Keynote - IoT and role of Mediatek in the IoT space
 
IOT introduction
IOT introductionIOT introduction
IOT introduction
 
Iot presentation
Iot presentationIot presentation
Iot presentation
 
IEEE SusTech IoT Keynote Presentation 10/10/16
IEEE SusTech IoT Keynote Presentation 10/10/16IEEE SusTech IoT Keynote Presentation 10/10/16
IEEE SusTech IoT Keynote Presentation 10/10/16
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
 
The Future is Internet of Things (IOT)
The Future is Internet of Things (IOT)The Future is Internet of Things (IOT)
The Future is Internet of Things (IOT)
 
Internet of Things Innovations & Megatrends Update 12/14/16
Internet of Things Innovations & Megatrends Update 12/14/16Internet of Things Innovations & Megatrends Update 12/14/16
Internet of Things Innovations & Megatrends Update 12/14/16
 
Trends in the IoT Landscape 2018 and how to streamline your IoT Product Deve...
Trends in the  IoT Landscape 2018 and how to streamline your IoT Product Deve...Trends in the  IoT Landscape 2018 and how to streamline your IoT Product Deve...
Trends in the IoT Landscape 2018 and how to streamline your IoT Product Deve...
 
Demystifying Internet of Things
Demystifying Internet of ThingsDemystifying Internet of Things
Demystifying Internet of Things
 
Internet of things
Internet of thingsInternet of things
Internet of things
 
Internet of Things and its applications
Internet of Things and its applicationsInternet of Things and its applications
Internet of Things and its applications
 
IoT Basics, current trends, the future
IoT Basics, current trends, the futureIoT Basics, current trends, the future
IoT Basics, current trends, the future
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
 
Internet of Things (IoT) and Connected Cars - Patent Landscape Highlighting T...
Internet of Things (IoT) and Connected Cars - Patent Landscape Highlighting T...Internet of Things (IoT) and Connected Cars - Patent Landscape Highlighting T...
Internet of Things (IoT) and Connected Cars - Patent Landscape Highlighting T...
 
Introduction to IOT
Introduction to IOTIntroduction to IOT
Introduction to IOT
 
Internet of things startup basic
Internet of things  startup basicInternet of things  startup basic
Internet of things startup basic
 
Introduction to IoT
Introduction to IoTIntroduction to IoT
Introduction to IoT
 
IoT Landscape and its Key Trends in Deployment
IoT Landscape and its Key Trends in DeploymentIoT Landscape and its Key Trends in Deployment
IoT Landscape and its Key Trends in Deployment
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
 

Similar to Iot trends and technologies development in terms of Machine Learning

CHAPTER 4.pptx
CHAPTER 4.pptxCHAPTER 4.pptx
CHAPTER 4.pptxttyu2
 
Internet of Things (IoT): More than Smart “Things”
Internet of Things (IoT): More than Smart “Things”Internet of Things (IoT): More than Smart “Things”
Internet of Things (IoT): More than Smart “Things”Ahmed Banafa
 
Introduction About IoT
Introduction About IoTIntroduction About IoT
Introduction About IoTAsmaa Ibrahim
 
Application and Usefulness of Internet of Things in Information Technology
Application and Usefulness of Internet of Things in Information TechnologyApplication and Usefulness of Internet of Things in Information Technology
Application and Usefulness of Internet of Things in Information TechnologyDr. Amarjeet Singh
 
Internet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
Internet of Things(IOT)_Seminar_Dr.G.RajeshkumarInternet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
Internet of Things(IOT)_Seminar_Dr.G.RajeshkumarRAJESHKUMARG12
 
Home monitoring system using io t
Home monitoring system using io tHome monitoring system using io t
Home monitoring system using io tPuneet Mishra
 
Compiler design presentaion
Compiler design presentaionCompiler design presentaion
Compiler design presentaionMdShahinAlam25
 
IoT and Big Data.pptx
IoT and Big Data.pptxIoT and Big Data.pptx
IoT and Big Data.pptxcetabac
 
IoT and Big Data.pptx
IoT and Big Data.pptxIoT and Big Data.pptx
IoT and Big Data.pptxSampath737246
 
IoT and Big Data.pptx
IoT and Big Data.pptxIoT and Big Data.pptx
IoT and Big Data.pptxssuser2cc0d4
 
Optimization of A Smart IOT Gateway
Optimization of A Smart IOT GatewayOptimization of A Smart IOT Gateway
Optimization of A Smart IOT Gatewayrahulmonikasharma
 
Optimization of A Smart IOT Gateway
Optimization of A Smart IOT GatewayOptimization of A Smart IOT Gateway
Optimization of A Smart IOT Gatewayrahulmonikasharma
 
5G What it means for IoT
5G What it means for IoT5G What it means for IoT
5G What it means for IoTMr Risman
 
Internet of things (io t)
Internet of things (io t)Internet of things (io t)
Internet of things (io t)Biniam Behailu
 
Emerging chap asasasasasawwqwqwwqwewewr4.pptx
Emerging chap asasasasasawwqwqwwqwewewr4.pptxEmerging chap asasasasasawwqwqwwqwewewr4.pptx
Emerging chap asasasasasawwqwqwwqwewewr4.pptxmeharikiros2
 

Similar to Iot trends and technologies development in terms of Machine Learning (20)

CHAPTER 4.pptx
CHAPTER 4.pptxCHAPTER 4.pptx
CHAPTER 4.pptx
 
Wireless networks
Wireless networks Wireless networks
Wireless networks
 
IOT
IOTIOT
IOT
 
Internet of Things (IoT): More than Smart “Things”
Internet of Things (IoT): More than Smart “Things”Internet of Things (IoT): More than Smart “Things”
Internet of Things (IoT): More than Smart “Things”
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
 
Introduction About IoT
Introduction About IoTIntroduction About IoT
Introduction About IoT
 
Application and Usefulness of Internet of Things in Information Technology
Application and Usefulness of Internet of Things in Information TechnologyApplication and Usefulness of Internet of Things in Information Technology
Application and Usefulness of Internet of Things in Information Technology
 
Internet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
Internet of Things(IOT)_Seminar_Dr.G.RajeshkumarInternet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
Internet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
 
Home monitoring system using io t
Home monitoring system using io tHome monitoring system using io t
Home monitoring system using io t
 
Compiler design presentaion
Compiler design presentaionCompiler design presentaion
Compiler design presentaion
 
IoT and Big Data.pptx
IoT and Big Data.pptxIoT and Big Data.pptx
IoT and Big Data.pptx
 
IoT and Big Data.pptx
IoT and Big Data.pptxIoT and Big Data.pptx
IoT and Big Data.pptx
 
IoT and Big Data.pptx
IoT and Big Data.pptxIoT and Big Data.pptx
IoT and Big Data.pptx
 
Optimization of A Smart IOT Gateway
Optimization of A Smart IOT GatewayOptimization of A Smart IOT Gateway
Optimization of A Smart IOT Gateway
 
Optimization of A Smart IOT Gateway
Optimization of A Smart IOT GatewayOptimization of A Smart IOT Gateway
Optimization of A Smart IOT Gateway
 
5G What it means for IoT
5G What it means for IoT5G What it means for IoT
5G What it means for IoT
 
FUTURE OF IOT
FUTURE OF IOTFUTURE OF IOT
FUTURE OF IOT
 
iot.docx
iot.docxiot.docx
iot.docx
 
Internet of things (io t)
Internet of things (io t)Internet of things (io t)
Internet of things (io t)
 
Emerging chap asasasasasawwqwqwwqwewewr4.pptx
Emerging chap asasasasasawwqwqwwqwewewr4.pptxEmerging chap asasasasasawwqwqwwqwewewr4.pptx
Emerging chap asasasasasawwqwqwwqwewewr4.pptx
 

More from Dr.R. Gunavathi Ramasamy (9)

Iot transforming the future of agriculture
Iot transforming the future of agricultureIot transforming the future of agriculture
Iot transforming the future of agriculture
 
Machine learningfor computervision_ashutoshupadhyay
Machine learningfor computervision_ashutoshupadhyayMachine learningfor computervision_ashutoshupadhyay
Machine learningfor computervision_ashutoshupadhyay
 
Launching into machine learning
Launching into machine learningLaunching into machine learning
Launching into machine learning
 
Iot
IotIot
Iot
 
Io t with biometrics
Io t with biometricsIo t with biometrics
Io t with biometrics
 
Blockchain overview
Blockchain overviewBlockchain overview
Blockchain overview
 
Artificial Intelligence and Expert System
Artificial Intelligence  and Expert SystemArtificial Intelligence  and Expert System
Artificial Intelligence and Expert System
 
The big 3
The big 3 The big 3
The big 3
 
The big 3
The big 3 The big 3
The big 3
 

Recently uploaded

Integumentary System SMP B. Pharm Sem I.ppt
Integumentary System SMP B. Pharm Sem I.pptIntegumentary System SMP B. Pharm Sem I.ppt
Integumentary System SMP B. Pharm Sem I.pptshraddhaparab530
 
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvRicaMaeCastro1
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...Nguyen Thanh Tu Collection
 
Satirical Depths - A Study of Gabriel Okara's Poem - 'You Laughed and Laughed...
Satirical Depths - A Study of Gabriel Okara's Poem - 'You Laughed and Laughed...Satirical Depths - A Study of Gabriel Okara's Poem - 'You Laughed and Laughed...
Satirical Depths - A Study of Gabriel Okara's Poem - 'You Laughed and Laughed...HetalPathak10
 
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxCLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxAnupam32727
 
4.9.24 Social Capital and Social Exclusion.pptx
4.9.24 Social Capital and Social Exclusion.pptx4.9.24 Social Capital and Social Exclusion.pptx
4.9.24 Social Capital and Social Exclusion.pptxmary850239
 
How to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineHow to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineCeline George
 
How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17Celine George
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management SystemChristalin Nelson
 
How to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseHow to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseCeline George
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptxmary850239
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWQuiz Club NITW
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
Comparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxComparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxAvaniJani1
 
4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptxmary850239
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...DhatriParmar
 

Recently uploaded (20)

Integumentary System SMP B. Pharm Sem I.ppt
Integumentary System SMP B. Pharm Sem I.pptIntegumentary System SMP B. Pharm Sem I.ppt
Integumentary System SMP B. Pharm Sem I.ppt
 
prashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Professionprashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Profession
 
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnvESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
ESP 4-EDITED.pdfmmcncncncmcmmnmnmncnmncmnnjvnnv
 
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
31 ĐỀ THI THỬ VÀO LỚP 10 - TIẾNG ANH - FORM MỚI 2025 - 40 CÂU HỎI - BÙI VĂN V...
 
Satirical Depths - A Study of Gabriel Okara's Poem - 'You Laughed and Laughed...
Satirical Depths - A Study of Gabriel Okara's Poem - 'You Laughed and Laughed...Satirical Depths - A Study of Gabriel Okara's Poem - 'You Laughed and Laughed...
Satirical Depths - A Study of Gabriel Okara's Poem - 'You Laughed and Laughed...
 
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxCLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
 
4.9.24 Social Capital and Social Exclusion.pptx
4.9.24 Social Capital and Social Exclusion.pptx4.9.24 Social Capital and Social Exclusion.pptx
4.9.24 Social Capital and Social Exclusion.pptx
 
How to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineHow to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command Line
 
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
Mattingly "AI & Prompt Design" - Introduction to Machine Learning"
 
How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17How to Fix XML SyntaxError in Odoo the 17
How to Fix XML SyntaxError in Odoo the 17
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management System
 
How to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 DatabaseHow to Make a Duplicate of Your Odoo 17 Database
How to Make a Duplicate of Your Odoo 17 Database
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx
 
Faculty Profile prashantha K EEE dept Sri Sairam college of Engineering
Faculty Profile prashantha K EEE dept Sri Sairam college of EngineeringFaculty Profile prashantha K EEE dept Sri Sairam college of Engineering
Faculty Profile prashantha K EEE dept Sri Sairam college of Engineering
 
Introduction to Research ,Need for research, Need for design of Experiments, ...
Introduction to Research ,Need for research, Need for design of Experiments, ...Introduction to Research ,Need for research, Need for design of Experiments, ...
Introduction to Research ,Need for research, Need for design of Experiments, ...
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITW
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 
Comparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptxComparative Literature in India by Amiya dev.pptx
Comparative Literature in India by Amiya dev.pptx
 
4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx4.9.24 School Desegregation in Boston.pptx
4.9.24 School Desegregation in Boston.pptx
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
 

Iot trends and technologies development in terms of Machine Learning

  • 1. ORGANIZING SECRETARY DR.R.GUNAVATHI, HEAD & ASSOCIATE PROFESSOR, PG & RESEARCH DEPARTMENT OF COMPUTER APPLICATIONS
  • 2. Mr.Janarthanan.S Assistant Professor, School of Computing Science and Engineering Galgotias University, Uttar Pradesh janarthanan@galgotiasuniversity.edu.in
  • 3.  About IoT  Trends & Technologies  IoT Applications Ranking  Machine Learning  Tools and courses for further learning  IoT development in Future  Conclusion 3
  • 4.  Formal Definition: The Internet of things (IoT) is a system of interrelated computing devices, mechanical and digital machines provided with unique identifiers (UIDs) and the ability to transfer data over a network without requiring human-to-human or human-to- computer interaction. 4
  • 5.  Simple words? "A network of Internet connected objects able to collect and exchange data.“ It is commonly abbreviated as IoT. ... In a simple way to put it, You have "things" that sense and collect data and send it to the internet.  Who invented IoT? Kevin Ashton is sometimes called the “Inventor of IoT” since the first used the term in 1999 to describe a system where the Internet is connected to the physical world via ubiquitous sensors. He is a serial entrepreneur and co-founded the Auto-ID Center at MIT 5
  • 6.  How it works? An IoT system consists of sensors/devices which “talk” to the cloud through some kind of connectivity. Once the data gets to the cloud, software processes it and then might decide to perform an action, such as sending an alert or automatically adjusting the sensors/devices without the need for the user. 6
  • 7.  What is IoT and its applications? IoT is essentially a platform where embedded devices are connected to the internet, so they can collect and exchange data with each other. It enables devices to interact, collaborate and, learn from each other's experiences just like humans do 7
  • 8.  Why is IoT important? Since IoT generates and analyzes vast amounts of data, it is a significant driver of big data analytics projects. In particular, it can deliver large amounts of data in real- time. ... Through various IoT devices, it is possible to monitor the performance of all employees as well as improve operations at all locations 8
  • 9.  What is IoT example? Objects that can fall into the scope of Internet of Things include connected security systems, thermostats, cars, electronic appliances, lights in household and commercial environments, alarm clocks, speaker systems, vending machines and more. 9
  • 10.  What is the best example of an IoT device? Consumer connected devices include smart TVs, smart speakers, toys, wearable's and smart appliances. Smart meters, commercial security systems and smart city technologies -- such as those used to monitor traffic and weather conditions -- are examples of industrial and enterprise IoT devices. 10
  • 11.  Where is IoT used? IoT devices can be used to monitor and control the mechanical, electrical and electronic systems used in various types of buildings (e.g., public and private, industrial, institutions, or residential) in home automation and building automation systems. 11
  • 12.  What is IoT and its benefits? The IoT allows you to automate and control the tasks that are done on a daily basis, avoiding human intervention. Machine- to-machine communication helps to maintain transparency in the processes. It also leads to uniformity in the tasks. It can also maintain the quality of service. 12
  • 13.  How IoT affect our life? Along with advanced data analytics, IoT- enabled devices and sensors are helping us reduce air pollution in some of our world's biggest cities, improve agriculture and our food supply, and even detect and contain deadly viruses. More than half of the world's population now lives in cities—up from just 34% in the 1960s. 13
  • 14.  What is IoT in our life? The Internet of Things (IoT) refers to devices such as cell phones, vehicles, electronic appliances, and smart sensors that are connected to a wireless network. ... IoT devices will have a significant impact on many aspects of our lives including how we live, drive, and farm animals and crops. 14
  • 15.  Is IoT the future? IOT means Internet Of Things. IOT comprises of sensors, smart meters, smart vehicles connected to Internet. ... By 2022, it's estimated that there will be 30 billion IoT devices, and a global market of $7.1 trillion. Without a doubt, IoT is poised to play a central and defining role in the future of the world. 15
  • 16.  6 Leading Types of IoT Wireless Tech and Their Best Use Cases 16Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
  • 17.  6 Leading Types of IoT Wireless Tech and Their Best Use Cases  1. LPWANs  Low Power Wide Area Networks (LPWANs) are the new phenomenon in IoT. By providing long-range communication on small, inexpensive batteries  This family of technologies is purpose-built to support large-scale IoT networks sprawling over vast industrial and commercial  LPWANs can literally connect all types of IoT sensors – facilitating numerous applications from remote monitoring, smart metering and worker safety to building controls and facilitymanagement. 17Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
  • 18.  2. Cellular (3G/4G/5G)  Well-established in the consumer mobile market, cellular networks offer reliable broadband communication supporting various voice calls and video streaming applications.  On the downside, they impose very high operational costs and power requirements.  The majority of IoT applications powered by battery-operated sensor networks, they fit well in specific use cases such as connected cars or fleet management in transportation and logistics.  Cellular next-gen 5G with high-speed mobility support and ultra-low latency is positioned to be the future of autonomous vehicles and augmented reality. 5G is also expected to enable real-time video surveillance for public safety, real-time mobile delivery of medical data sets for connected health, and several time-sensitive industrial automation applications in the future 18Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
  • 19.  3. Zigbee and Other Mesh Protocols  Zigbee is a short-range, low-power, wireless standard (IEEE 802.15.4), commonly deployed in mesh topology to extend coverage by relaying sensor data over multiple sensor nodes.  Compared to LPWAN, Zigbee provides higher data rates, but at the same time, much less power-efficiency due to mesh configuration.  Because of their physical short-range (< 100m), Zigbee and similar mesh protocols (e.g. Z-Wave, Thread etc.) are best- suited for medium-range IoT applications with an even distribution of nodes in close proximity  Zigbee is a perfect complement to Wi-Fi for various home automation use cases like smart lighting, HVAC controls, security and energy management, etc. – leveraging home sensor networks. 19Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
  • 20.  4. Bluetooth and BLE  Bluetooth is a short-range communication technology well-positioned in the consumer marketplace.  Bluetooth Classic was originally intended for point-to- point or point-to-multipoint (up to seven slave nodes) data exchange among consumer devices  Optimized for power consumption, Bluetooth Low- Energy was later introduced to address small- scale Consumer IoT applications.  BLE is widely integrated into fitness and medical wearables (e.g. smartwatches, glucose meters, pulse oximeters, etc.) as well as Smart Home devices (e.g. door locks) 20Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
  • 21.  5. Wi-Fi  its major limitations in coverage, scalability and power consumption make the technology much less prevalent.  Wi-Fi is often not a feasible solution for large networks of battery-operated IoT sensors, especially in industrial IoT and smart building scenarios.  Instead, it more pertains to connecting devices that can be conveniently connected to a power outlet like smart home gadgets and appliances, digital signage's or security cameras.  Wi-Fi 6 – the newest Wi-Fi generation – brings in greatly enhanced network bandwidth (i.e. <9.6 Gbps) to improve data throughput per user in congested environments. 21Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
  • 22.  6. RFID  Radio Frequency Identification (RFID) uses radio waves to transmit small amounts of data from an RFID tag to a reader within a very short distance  Till now, the technology has facilitated a major revolution in retail and logistics. 22Source:https://behrtech.com/blog/6-leading-types-of-iot-wireless-tech-and-their-best-use-cases/
  • 24. 24
  • 25. 25  What is machine learning in IoT?  Rapid developments in hardware, software, and communication technologies have facilitated the emergence of Internet-connected sensory devices that provide observations and data measurements from the physical world. ...  The potential and challenges of machine learning for IoT data analytics will also be discussed
  • 26. 26  Is machine learning related to IoT?  Machine learning has experienced a boost in popularity among industrial companies thanks to the hype surrounding the Internet of Things (IoT).  Simply the promise of a cloud-based IoT platform is not enough. Sensors connected to the IoT networks and the data generated from the sensors needs to be analysed
  • 27. 27  Which is better IoT or machine learning?  Machine learning and deep learning require massive amounts of data to work, and this data is being collected by the billions of sensors that are continuing to come online in the Internet of Things. IoT makes better AI.  What is IoT and ML training?  ML is becoming an essential player in a growing array of process areas involving image recognition, natural language processing, forecasting, prediction, and process optimization.
  • 28. 28
  • 29. 29  IBM Watson Studio  Watson Studio lets you build and deploy an AI solution, using the best of open source and IBM software and giving your team a single environment to work in.  Hands on Labs ---->  IBM® Watson Studio - Speed up ML/DL development with Modeler Flows  https://www.ibm.com/demos/collection/IBM- Watson-Studio/
  • 30. 30  Automating IoT Machine Learning: Bridging Cloud and Device Benefits with AI Platform  https://cloud.google.com/solutions/automating -iot-machine-learning  Machine Learning with IoT Devices on the Edge  https://docs.microsoft.com/en- us/archive/msdn-magazine/2018/july/machine- learning-machine-learning-with-iot-devices-on- the-edge
  • 31. 31  Machine Learning for IoT  Ekkono connected things smart. Ekkono’s Edge Machine Learning software is embedded onboard connected devices to make them conscious, self- learning, and predictive.  https://ekkono.ai/  GIT HUB Built for developers  GitHub is a development platform inspired by the way you work. From open source to business, you can host and review code, manage projects, and build software alongside 50 million developers.  https://github.com/explore
  • 32. 32  Amazon SageMaker  Machine learning for every developer and data scientist  https://aws.amazon.com/machine-learning/accelerate-amazon- sagemaker/?trk=ps_a134p000006BnGnAAK&trkCampaign=2020_HowMLisDone_campaign_landing_page&sc_channel= ps&sc_campaign=SM_AD_Google_CL_RSA_SMML_PNB&sc_outcome=AIML_Digital_Marketing&sc_geo=mult&sc_countr y=mult&sc_publisher=Google&s_kwcid=AL!4422!3!428016792162!b!!g!!ai%20and%20machine%20learning&sc_detail= ai%20and%20machine%20learning&ef_id=EAIaIQobChMIkLu22OWX6gIVgn8rCh2qdAcaEAAYBCAAEgLwc_D_BwE:G:s&s_ kwcid=AL!4422!3!428016792162!b!!
  • 33. 33  Introduction to internet of things By Prof. Sudip Misra | IIT Kharagpur https://swayam.gov.in/nd1_noc20_cs66/preview  Introduction to Machine Learning By Prof. Balaraman Ravindran | IIT Madras https://swayam.gov.in/nd1_noc20_cs73/preview  Practical Machine Learning with Tensorflow By Prof. Ashish Tendulkar, Prof. Balaraman Ravindran | Google, IIT Madras https://swayam.gov.in/nd1_noc20_cs95/preview
  • 34. 34  10 Predictions about the future of IoT.  1.By 2025, it is estimated that there will be more than to 21 billion IoT devices  2. Cybercriminals will continue to use IoT devices to facilitate DDoS attacks  3. More cities will become “smart”  4. Artificial intelligence will continue to become a bigger thing Source: https://us.norton.com/internetsecurity-iot-5-predictions-for-the-future-of-iot.html
  • 35. 35  5. Routers will continue to become more secure and smarter  6. 5G Networks will continue to fuel IoT growth  7. Cars will get even smarter  8. 5G’s arrival will also open the door to new privacy and security concerns  9. IoT-based DDoS attacks will take on more dangerous forms  10. Security and privacy concerns will drive legislation and regulatory activity Source: https://us.norton.com/internetsecurity-iot-5-predictions-for-the-future-of-iot.html
  • 36.  Be Ready with IoT & Machine Learning for future growth and development  Train yourself with recent trends and technologies related to that always 36
  • 37. 37