SlideShare una empresa de Scribd logo
1 de 28
ELECTRONIC NOSE
BITS Pilani
Hyderabad Campus

Mayank Garg
2013H140040H
Embedded System
BITS-Pilani, Hyderabad Campus
CONTENTS
HISTORY OF E-NOSE
INTRODUCTION OF E- NOSE
TYPES OF E- NOSE
COMPONENT OF E-NOSE
EXPERIMENTAL SETUP

SENSOR
TYPES OF SENSORS
APPLICATIONS
ADVANTAGES
FUTURE SCOPE
CONCLUSION
Mayank Garg

Slide 2

BITS Pilani, Hyderabad Campus
HISTORY OF E-NOSE
 First appeared in a paper by
Persuade and Dodd (1982).

 The E-nose was developed on 19th august 2008.

Mayank Garg

Slide 3

BITS Pilani, Hyderabad Campus
ELECTRONIC NOSE
E-NOSE is a device that identifies the specific components
of an odour & analyses its chemical makeup to identify it.

• Details of assignments and project will be announced in the class & on course web
page.
• 5 Assignments – best 4 will be considered for final grading; mix of theoretical
(paper presentation) and practical – with Demo
• Project involves three demos (1) feasibility (2) proof of concept (3) Complete
demo with weightage of 4%, 7% and 9% respectively.

Mayank Garg

Slide 4

BITS Pilani, Hyderabad Campus
TYPES OF E-NOSE
S. O. D. system E-NOSE
M.F.S. E-NOSE

Mayank Garg

Slide 5

BITS Pilani, Hyderabad Campus
COMPONENTS OF E-NOSE
SAMPLE DELIVERY SYSTEM
DETECTION SYSTEM
COMPUTING SYSTEM

Mayank Garg

Slide 6

BITS Pilani, Hyderabad Campus
Mayank Garg

Slide 7

BITS Pilani, Hyderabad Campus
EXPERIMENTAL SETUP
Network
Analyzer

Mass Flow
Controller

PC

Switching
Box

Nitrogen
VOC

Sensor
Cell

VOC in
bubbler

Mayank Garg

Slide 8

BITS Pilani, Hyderabad Campus
EXPERIMENTAL SETUP

Network Analyzer

Mayank Garg

Slide 9

BITS Pilani, Hyderabad Campus
SENSOR

Mayank Garg

Slide 10

BITS Pilani, Hyderabad Campus
TYPES OF SENSORS
A sensor is a device which can respond to some properties of
the environment and transform the response into an
electric signal.

Mayank Garg

Slide 11

BITS Pilani, Hyderabad Campus
CONDUCTIVITY SENSORS

Exhibit a property of change when exposed to
volatile compounds.

Mayank Garg

Slide 12

BITS Pilani, Hyderabad Campus
PIEZO ELECTRIC SENSORS
A piezoelectric sensor is a device that uses the
piezoelectric effect to measure pressure, acceleration,
strain or force by converting them to an electrical signal,
they are configured as mass-change sensing device.

Mayank Garg

Slide 13

BITS Pilani, Hyderabad Campus
A) QCM SENSOR:
The QCM sensor consists of a resonating disk a few
millimeters in diameter, with metal electrodes on each
side connected to dead wise. The device resonate at a
characteristic frequency (10MHz to 30MHz) when excited
with an oscillating signal.

Mayank Garg

Slide 14

BITS Pilani, Hyderabad Campus
B) SAW Sensor:
• In SAW sensor a Surface
wave travels over the
surface of the device; not
throughout its volume.
• SAW sensors operate at
much higher frequencies,
and so can generate a larger
change in frequency.
Mayank Garg

Slide 15

BITS Pilani, Hyderabad Campus
MOSFET SENSORS
MOSFET odour sensing device are based on the principle that VOCs
in contact with a catalytic metal can produce a reaction in the metal
and the reaction’s products can diffuse through the gate of the
MOSFET to change the electrical properties of the device.

Mayank Garg

Slide 16

BITS Pilani, Hyderabad Campus
OPTICAL SENSOR

Mayank Garg

Slide 17

BITS Pilani, Hyderabad Campus
HUMAN OLFACTORY
SYSTEM

Mayank Garg

Slide 18

BITS Pilani, Hyderabad Campus
ARTIFICIAL OLFACTORY
SYSTEM

Computer

Odour

Sensor
Array QCM

Mayank Garg

Odour
Extraction

Pattern
Recognition

Slide 19

Information

BITS Pilani, Hyderabad Campus
ANALOGY BETWEEN E-NOSE &

BIOLOGICAL NOSE

Mayank Garg

Slide 20

BITS Pilani, Hyderabad Campus
E-NOSE INSTRUMENTATION

Mayank Garg

Slide 21

BITS Pilani, Hyderabad Campus
APPLICATIONS OF E-NOSE

Mayank Garg

Slide 22

BITS Pilani, Hyderabad Campus
ADVANTAGES

Mayank Garg

Slide 23

BITS Pilani, Hyderabad Campus
COST OF E-NOSE
TIME DELAY OF E- NOSE

Mayank Garg

BITS Pilani, Hyderabad Campus
Mayank Garg

Slide 25

BITS Pilani, Hyderabad Campus
Mayank Garg

Slide 26

BITS Pilani, Hyderabad Campus
Mayank Garg

Slide 27

BITS Pilani, Hyderabad Campus
Thank You!!

Mayank Garg
Slide 28

BITS Pilani, Hyderabad Campus

Más contenido relacionado

La actualidad más candente

La actualidad más candente (20)

Wearable Bio Sensor PPT
Wearable Bio Sensor PPT Wearable Bio Sensor PPT
Wearable Bio Sensor PPT
 
Wearable Bio-sensors Ppt
Wearable Bio-sensors PptWearable Bio-sensors Ppt
Wearable Bio-sensors Ppt
 
Electronic skin
Electronic skinElectronic skin
Electronic skin
 
Wearable biosensors
Wearable biosensorsWearable biosensors
Wearable biosensors
 
Skinput technology
Skinput technologySkinput technology
Skinput technology
 
Advanced Sensors
Advanced SensorsAdvanced Sensors
Advanced Sensors
 
17G05A0403
17G05A040317G05A0403
17G05A0403
 
Working Principals of Various Sensors
Working Principals of Various SensorsWorking Principals of Various Sensors
Working Principals of Various Sensors
 
10 and 20 electrode placement
10 and 20 electrode placement10 and 20 electrode placement
10 and 20 electrode placement
 
Sensors
SensorsSensors
Sensors
 
ppt
pptppt
ppt
 
Biopotential electrodes
Biopotential electrodesBiopotential electrodes
Biopotential electrodes
 
Iot based health monitoring system
Iot based health monitoring systemIot based health monitoring system
Iot based health monitoring system
 
Respiratory activity sensor
Respiratory activity sensorRespiratory activity sensor
Respiratory activity sensor
 
Skinput Technology
Skinput TechnologySkinput Technology
Skinput Technology
 
Artificial e skin
Artificial e skinArtificial e skin
Artificial e skin
 
Microelectronic pill
Microelectronic pillMicroelectronic pill
Microelectronic pill
 
Biosensor
Biosensor Biosensor
Biosensor
 
Wearable Biosensors Presentation
Wearable Biosensors PresentationWearable Biosensors Presentation
Wearable Biosensors Presentation
 
Smart sensors
Smart sensorsSmart sensors
Smart sensors
 

Similar a Electronic nose

presentation for NEC course to defend for NEP 2020
presentation for NEC course to defend for NEP 2020presentation for NEC course to defend for NEP 2020
presentation for NEC course to defend for NEP 2020DrVikasMahor
 
POWER ELECTRONICS LAB MANUAL, DR. B G SHIVALEELAVATHI, JSSATEB
POWER ELECTRONICS LAB MANUAL, DR. B G SHIVALEELAVATHI, JSSATEBPOWER ELECTRONICS LAB MANUAL, DR. B G SHIVALEELAVATHI, JSSATEB
POWER ELECTRONICS LAB MANUAL, DR. B G SHIVALEELAVATHI, JSSATEBShivaleelavathi B G
 
Ion Beam Analytical Technique PIXE for Pollution Study at Dhaka Van de Graaff...
Ion Beam Analytical Technique PIXE for Pollution Study at Dhaka Van de Graaff...Ion Beam Analytical Technique PIXE for Pollution Study at Dhaka Van de Graaff...
Ion Beam Analytical Technique PIXE for Pollution Study at Dhaka Van de Graaff...iosrjce
 
Ec6701 rfmw 13 7 16
Ec6701 rfmw 13 7 16Ec6701 rfmw 13 7 16
Ec6701 rfmw 13 7 16Jai Ram
 
Indian Space Research Organisation
Indian Space Research OrganisationIndian Space Research Organisation
Indian Space Research OrganisationTeja Narahari
 
Clap Pattern Based Electrical Appliance control
Clap Pattern Based Electrical Appliance controlClap Pattern Based Electrical Appliance control
Clap Pattern Based Electrical Appliance controlIRJET Journal
 
RF Controlled Robot Using Advanced Sensors
RF Controlled Robot Using Advanced SensorsRF Controlled Robot Using Advanced Sensors
RF Controlled Robot Using Advanced SensorsIRJET Journal
 
20130723 research accomplishment_ud
20130723 research accomplishment_ud20130723 research accomplishment_ud
20130723 research accomplishment_udTAEJONG BAEK
 
Advanced lock in amplifier for detection of phase transitions in liquid crystals
Advanced lock in amplifier for detection of phase transitions in liquid crystalsAdvanced lock in amplifier for detection of phase transitions in liquid crystals
Advanced lock in amplifier for detection of phase transitions in liquid crystalsIAEME Publication
 
Demonstration of Electromagnetic Phenomenon for Point Object Launching
Demonstration of Electromagnetic Phenomenon for Point Object LaunchingDemonstration of Electromagnetic Phenomenon for Point Object Launching
Demonstration of Electromagnetic Phenomenon for Point Object LaunchingIRJET Journal
 
Iaetsd review on significance of piezoelectric mater
Iaetsd review on significance of piezoelectric materIaetsd review on significance of piezoelectric mater
Iaetsd review on significance of piezoelectric materIaetsd Iaetsd
 
FBG Interrogator Communication with the Embedded System
FBG Interrogator Communication with the Embedded SystemFBG Interrogator Communication with the Embedded System
FBG Interrogator Communication with the Embedded SystemIRJET Journal
 

Similar a Electronic nose (20)

JIPSA_MTech_ECE_link
JIPSA_MTech_ECE_linkJIPSA_MTech_ECE_link
JIPSA_MTech_ECE_link
 
presentation for NEC course to defend for NEP 2020
presentation for NEC course to defend for NEP 2020presentation for NEC course to defend for NEP 2020
presentation for NEC course to defend for NEP 2020
 
Resume
ResumeResume
Resume
 
POWER ELECTRONICS LAB MANUAL, DR. B G SHIVALEELAVATHI, JSSATEB
POWER ELECTRONICS LAB MANUAL, DR. B G SHIVALEELAVATHI, JSSATEBPOWER ELECTRONICS LAB MANUAL, DR. B G SHIVALEELAVATHI, JSSATEB
POWER ELECTRONICS LAB MANUAL, DR. B G SHIVALEELAVATHI, JSSATEB
 
Final Report Content
Final Report ContentFinal Report Content
Final Report Content
 
Ion Beam Analytical Technique PIXE for Pollution Study at Dhaka Van de Graaff...
Ion Beam Analytical Technique PIXE for Pollution Study at Dhaka Van de Graaff...Ion Beam Analytical Technique PIXE for Pollution Study at Dhaka Van de Graaff...
Ion Beam Analytical Technique PIXE for Pollution Study at Dhaka Van de Graaff...
 
Ec6701 rfmw 13 7 16
Ec6701 rfmw 13 7 16Ec6701 rfmw 13 7 16
Ec6701 rfmw 13 7 16
 
Indian Space Research Organisation
Indian Space Research OrganisationIndian Space Research Organisation
Indian Space Research Organisation
 
Clap Pattern Based Electrical Appliance control
Clap Pattern Based Electrical Appliance controlClap Pattern Based Electrical Appliance control
Clap Pattern Based Electrical Appliance control
 
RF Controlled Robot Using Advanced Sensors
RF Controlled Robot Using Advanced SensorsRF Controlled Robot Using Advanced Sensors
RF Controlled Robot Using Advanced Sensors
 
20130723 research accomplishment_ud
20130723 research accomplishment_ud20130723 research accomplishment_ud
20130723 research accomplishment_ud
 
Advanced lock in amplifier for detection of phase transitions in liquid crystals
Advanced lock in amplifier for detection of phase transitions in liquid crystalsAdvanced lock in amplifier for detection of phase transitions in liquid crystals
Advanced lock in amplifier for detection of phase transitions in liquid crystals
 
Vlsi ncrtcc
Vlsi ncrtccVlsi ncrtcc
Vlsi ncrtcc
 
SImOS
SImOSSImOS
SImOS
 
Final_Report
Final_ReportFinal_Report
Final_Report
 
Demonstration of Electromagnetic Phenomenon for Point Object Launching
Demonstration of Electromagnetic Phenomenon for Point Object LaunchingDemonstration of Electromagnetic Phenomenon for Point Object Launching
Demonstration of Electromagnetic Phenomenon for Point Object Launching
 
Iaetsd review on significance of piezoelectric mater
Iaetsd review on significance of piezoelectric materIaetsd review on significance of piezoelectric mater
Iaetsd review on significance of piezoelectric mater
 
lec05.pdf
lec05.pdflec05.pdf
lec05.pdf
 
FBG Interrogator Communication with the Embedded System
FBG Interrogator Communication with the Embedded SystemFBG Interrogator Communication with the Embedded System
FBG Interrogator Communication with the Embedded System
 
Farag- Resume
Farag- ResumeFarag- Resume
Farag- Resume
 

Más de Mayank Garg

Real time system in Multicore/Multiprocessor system
Real time system in Multicore/Multiprocessor systemReal time system in Multicore/Multiprocessor system
Real time system in Multicore/Multiprocessor systemMayank Garg
 
Max flow min cut
Max flow min cutMax flow min cut
Max flow min cutMayank Garg
 
Habits for computer
Habits for computerHabits for computer
Habits for computerMayank Garg
 
Wireless charging of mobilephones using microwaves
Wireless charging of mobilephones using microwavesWireless charging of mobilephones using microwaves
Wireless charging of mobilephones using microwavesMayank Garg
 
Presentation on green IT
Presentation on green ITPresentation on green IT
Presentation on green ITMayank Garg
 
Image attendance system
Image attendance systemImage attendance system
Image attendance systemMayank Garg
 
Cell phone operated land rover
Cell phone operated land roverCell phone operated land rover
Cell phone operated land roverMayank Garg
 
Broadband networking through human body
Broadband networking through human bodyBroadband networking through human body
Broadband networking through human bodyMayank Garg
 
Addressing Modes
Addressing ModesAddressing Modes
Addressing ModesMayank Garg
 

Más de Mayank Garg (20)

Windows CE
Windows CEWindows CE
Windows CE
 
Real time system in Multicore/Multiprocessor system
Real time system in Multicore/Multiprocessor systemReal time system in Multicore/Multiprocessor system
Real time system in Multicore/Multiprocessor system
 
Max flow min cut
Max flow min cutMax flow min cut
Max flow min cut
 
3 g successor
3 g successor3 g successor
3 g successor
 
Habits for computer
Habits for computerHabits for computer
Habits for computer
 
Wireless charging of mobilephones using microwaves
Wireless charging of mobilephones using microwavesWireless charging of mobilephones using microwaves
Wireless charging of mobilephones using microwaves
 
Radar
RadarRadar
Radar
 
Presentation on green IT
Presentation on green ITPresentation on green IT
Presentation on green IT
 
DTH System
DTH SystemDTH System
DTH System
 
Image attendance system
Image attendance systemImage attendance system
Image attendance system
 
Cell phone operated land rover
Cell phone operated land roverCell phone operated land rover
Cell phone operated land rover
 
Oracle Database
Oracle DatabaseOracle Database
Oracle Database
 
Broadband networking through human body
Broadband networking through human bodyBroadband networking through human body
Broadband networking through human body
 
Mems paper
Mems paperMems paper
Mems paper
 
Stegnography
StegnographyStegnography
Stegnography
 
Addressing Modes
Addressing ModesAddressing Modes
Addressing Modes
 
8051 memory
8051 memory8051 memory
8051 memory
 
Cybercrime
CybercrimeCybercrime
Cybercrime
 
Brain gate
Brain gateBrain gate
Brain gate
 
Database
DatabaseDatabase
Database
 

Último

DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 

Último (20)

DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 

Electronic nose