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Introduction to Internet of Things · LearnSpace
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Introduction to Internet of Things

Курс от IIT Bombay
Средний≈ 14.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Enroll in "Introduction to Internet of Things," a meticulously curated course by the eminent faculty of IIT Bombay in conjunction with TIH Foundation for IoT & IoE. This comprehensive course, spanning four modules, equips learners with foundational knowledge and skills essential to navigate the dynamic landscape of IoT. The Learning Objectives of this four-module course led by Prof. Rajbabu Velmurugan, Prof. Laxmeesha Somappa and Prof. Gaurav S. Kasbekar include - - Understand the fundamental elements and characteristics of IoT including its framework and applications; - Distinguish between various classifications of sensors and interfaces, comprehend their features and challenges, and evaluate their readouts; - Analyze the structure and applications of IoT nodes, and apply the essential messaging protocols necessary for IoT; and - Synthesize knowledge of IoT data analysis methodologies specific to IoT datasets. Ideal for engineers, IT professionals, tech enthusiasts, and students, this course promises not only theoretical insights but also practical understanding. By the end of the course, participants will emerge as well-rounded IoT professionals, capable of conceptualising, designing, and implementing IoT solutions across diverse sectors. With a blend of rich content, hands-on demonstrations, reading materials, and quizzes, under the mentorship of IIT Bombay's esteemed faculty, this course serves as a beacon for those aspiring to pioneer in the realm of the Internet of Things.

Навыки, которые вы освоите

Internet Of ThingsNetwork ProtocolsRegression AnalysisData AnalysisSystems DesignCommunication SystemsSystems ArchitectureGeneral NetworkingInteroperabilityEmerging TechnologiesUnsupervised LearningWireless Networks

Программа курса

4 модулей · 100 учебных материалов

01Internet of Things (IoT): An Introduction23 материалов

What is Internet of Things (IoT)

SyllabusЧтениеWhat is Internet of Things?ВидеоApplications of IoTВидеоIoT Framework & CharacteristicsВидео

Учитесь у экспертов

Prof. Rajbabu Velmurugan

Professor

Prof. Laxmeesha Somappa

Assistant Professor

Prof. Gaurav S. Kasbekar

Associate Professor

Introduction to Internet of Things
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≈ 14.8 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Foundations of IoT: From Basics to ApplicationsЧтение
Practice Quiz: Understanding the IoT EcosystemЗадание
Meet & GreetОбсуждение

Model and Components of IoT

Internet of Things – ModelВидеоIoT Components & SystemsВидеоIoT DevicesВидеоIoT Protocols & Data AnalysisВидеоRaspberry Pi & Commercial IoT NodesВидеоIoT Structures: Levels, Domains, and DesignЧтениеPractice Quiz: Diving Deeper into IoT ComponentsЗадание

IoT Architecture & Design Goals

IoT Levels & Deployment TemplatesВидеоIoT Levels 1 to 6ВидеоIoT Design GoalsВидеоChallenges and Concerns in IoTВидеоIoT Domain AreasВидеоExample: Home AutomationВидеоIoT Architecture: Building Blocks and Design AspectsЧтениеPractice Quiz: Grasping IoT Design and ArchitectureЗаданиеGraded Quiz: IoT architecture & design goalsЗадание
02Sensors & Interfaces26 материалов

Introduction to Sensors

Sensors & Interfaces?ВидеоClassification of SensorsВидеоCase Study: AccelerometerВидеоCapacitive AccelerometerВидеоCase Study: Displacement/ProximityВидеоCase Study: Temperature SensorsВидеоThe Sensor Spectrum: Classification to Case StudiesЧтениеPractice Quiz: Navigating the World of SensorsЗадание

Sensor Characteristics

Sensitivity, Specificity, and RangeВидеоPrecision, Accuracy and ResolutionВидеоThreshold and Linearity/non-LinearityВидеоStability, Hysteresis and Response timeВидеоCharacterizing Sensors: From Sensitivity to Response TimeЧтениеPractice Quiz: Dissecting Sensor CharacteristicsЗадание

Sensor Readout

Sensor ReadoutВидеоSensor Readout: ADCВидеоSensor Readout: QuantizationВидеоSensor Readout: Design Choices so farВидеоReading Sensors: ADC and Design ConsiderationsЧтениеPractice Quiz: Delving into Sensor Readout TechniquesЗадание

Readout Non-Idealities

Readout Non-IdealitiesВидеоOpamp Input ResistanceВидеоOther Opamp Non-IdealitiesВидеоChallenges in Sensor Readout: Opamp Non-Idealities and BeyondЧтениеPractice Quiz: Unraveling Non-Idealities in ReadoutЗаданиеGraded Quiz: Sensors & InterfacesЗадание
03Networking of IoT Nodes31 материалов

Introduction to IoT Nodes

IoT NodesВидеоApplication of IoT in Agriculture & HealthcareВидеоApplication of IoT in Smart Homes & InfrastructureВидеоChallenges in Networking of IoT NodesВидеоIoT Node Access MethodsВидеоIoT Nodes: Applications, Challenges, and Access MethodsЧтениеPractice Quiz: Discovering the IoT Nodes LandscapeЗадание

Low Power, Low Data Rate Network

Introduction to IEEE 802.15.4 StandardВидеоIEEE 802.15.4 : Physical LayerВидеоIEEE 802.15.4 : MAC SublayerВидеоLPWANВидеоLoRa TechnologyВидеоSigFox TechnologyВидеоNetwork Protocols for IoT: From IEEE 802.15.4 to LPWAN Technologies

Integration of Constrained Devices

Introduction to constrained devicesВидеоIPv6 over Low Power WPAN (6LoWPAN)ВидеоHeader Compression & FragmentationВидеоRouting Protocol for LLNs (RPL)ВидеоConstrained Devices in IoT: 6LoWPAN and Routing ProtocolsЧтениеPractice Quiz: Understanding Constrained Device IntegrationЗадание

Messaging Protocols

Introduction to CoAPВидеоResource Discovery & ObservationВидеоCoAP Message FormatВидеоCoAP Communications in IoT InfrastructuresВидеоIntroduction to MQTTВидеоMQTT Message Format & SessionsВидео
04Data Analysis for IoT20 материалов

Data analysis for IoT – Why and What ?

Why Data Analysis for IoT ?ВидеоComponents and Feasibility of LearningВидеоTypes of LearningВидеоData-Driven TechniquesВидеоPractical Implementation with PythonВидеоResources for Practical Python ImplementationЧтениеThe Imperative of Data Analysis in IoTЧтениеPractice Quiz: The Essence of Data in IoTЗадание

Data Analysis Techniques

Introduction to Linear RegressionВидеоPractical Implementation of Linear RegressionВидеоTime-Series DataВидеоTime-series modelВидеоPractical Implementation of Time-seriesВидеоIntroduction to ClusteringВидео
Чтение
Practice Quiz: Grasping Low Power, Low Data Rate NetworkingЗадание
Miscellaneous topics of CoAP & MQTTВидео
Messaging in IoT: CoAP, MQTT, and Their IntricaciesЧтение
Practice Quiz: Mastering IoT Messaging ProtocolsЗадание
Graded Quiz: Networking of IoT NodesЗадание
Practical Implementation of ClusteringВидео
Message from CEO, TIH-IoTВидео
Techniques for Analyzing IoT Data: Linear Regression to ClusteringЧтение
Practice Quiz: Mastering Data Analysis TechniquesЗадание
Graded Quiz: Data Analysis for IoTЗадание
Contact DetailsЧтение