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CS514 — Internet of Things (IoT)
Lectures (204)
IOT Preamble | Internet of Things (IoT) | CS514_Topic001
What is IOT | Internet of Things (IoT) | CS514_Topic002
Evolution | Internet of Things (IoT) | CS514_Topic003
Enabling Technology (Part 1) | Internet of Things (IoT) | CS514_Topic004
Enabling Technology (Part 2) | Internet of Things (IoT) | CS514_Topic005
Need for HCI | Internet of Things (IoT) | CS514_Topic006
Interfaces | Internet of Things (IoT) | CS514_Topic007
Design Principles of HCI | Internet of Things (IoT) | CS514_Topic008
Adding Context of HCI | Internet of Things (IoT) | CS514_Topic009
Basic Terminology | Internet of Things (IoT) | CS514_Topic010
OSI-7 Layer Model | Internet of Things (IoT) | CS514_Topic011
Physical Layer | Internet of Things (IoT) | CS514_Topic012
Data Link Layer | Internet of Things (IoT) | CS514_Topic013
Network Layer | Internet of Things (IoT) | CS514_Topic014
Transport and Upper Layer | Internet of Things (IoT) | CS514_Topic015
Types of Computers | Internet of Things (IoT) | CS514_Topic016
Microprocessor and Embedded System | Internet of Things (IoT) | CS514_Topic017
Memory Types | Internet of Things (IoT) | CS514_Topic018
Buses and Input Output | Internet of Things (IoT) | CS514_Topic019
Single Board Computers: Introduction | Internet of Things (IoT) | CS514_Topic020
Arduino | Internet of Things (IoT) | CS514_Topic021
Raspberry PI Beagle Bone Features | Internet of Things (IoT) | CS514_Topic022
Board Architecture | Internet of Things (IoT) | CS514_Topic023
Raspberry PI Version and Boards | Internet of Things (IoT) | CS514_Topic024
Raspberry Pi 3 | Internet of Things (IoT) | CS514_Topic025
Potential of Raspberry PI | Internet of Things (IoT) | CS514_Topic026
Operating Systems | Internet of Things (IoT) | CS514_Topic027
Wokwi Simulator | Internet of Things (IoT) | CS514_Topic028
Arduino Uno/Nano/Mega Comparison | Internet of Things (IoT) | CS514_Topic029
PI Pico, STM32 & ESP32 | Internet of Things (IoT) | CS514_Topic030
Introduction to Sensors | Internet of Things (IoT) | CS514_Topic031
Introduction to Actuators | Internet of Things (IoT) | CS514_Topic032
Components of an IoT Device: Sensors in IoT Layers Model | Internet of Things (IoT) | CS514_Topic033
Sensors using CRM | Internet of Things (IoT) | CS514_Topic034
Piezoelectric Effects and Signal Conditioning | Internet of Things (IoT) | CS514_Topic035
Example of Analog to Digital Converter | Internet of Things (IoT) | CS514_Topic036
Types of Sensors | Hardware & Software based Sensors | Internet of Things (IoT) | CS514_Topic037
Accelerometer | Internet of Things (IoT) | CS514_Topic038
Actuators | Internet of Things (IoT) | CS514_Topic039
Off The Shelf Sensors | Internet of Things (IoT) | CS514_Topic040
Uses of Output Devices | Internet of Things (IoT) | CS514_Topic041
Raspberry PI Pico & LCD 1602 | Internet of Things (IoT) | CS514_Topic042
Arduino Uno Gas Sensor | Internet of Things (IoT) | CS514_Topic043
Arduino Motion Sensor (PIR) | Internet of Things (IoT) | CS514_Topic044
Servo Motor | Internet of Things (IoT) | CS514_Topic045
Logic Analyzer | Internet of Things (IoT) | CS514_Topic046
MQTT Weather Logger | Internet of Things (IoT) | CS514_Topic047
Programming With Arduino (Part 1) | Internet of Things (IoT) | CS514_Topic048
Programming With Arduino (Part 2) | Internet of Things (IoT) | CS514_Topic049
Programming Raspberry PI | Internet of Things (IoT) | CS514_Topic050
Introduction to IOT Programming | Internet of Things (IoT) | CS514_Topic051
Lists, Tuples and Sets | Internet of Things (IoT) | CS514_Topic052
Dictionaries | Store data as key-value pairs | Internet of Things (IoT) | CS514_Topic053
IoT Programming Python | Internet of Things (IoT) | CS514_Topic054
Python Sets | Internet of Things (IoT) | CS514_Topic055
IoT Programming Python | Internet of Things (IoT) | CS514_Topic056
IoT Networking Connectivity Technologies & IoT | Internet of Things (IoT) | CS514_Topic057
Fundamentals of Wireless Networks | Internet of Things (IoT) | CS514_Topic058
IEEE 802.11 Standards & MAC Layer | Internet of Things (IoT) | CS514_Topic059
IEEE 802.11 Physical Layer | Internet of Things (IoT) | CS514_Topic060
IEEE 802.15.4 | Internet of Things (IoT) | CS514_Topic061
802.15.4 Use Cases ZigBee & 6LoWPAN Physical Layer | Internet of Things (IoT) | CS514_Topic062
IoT Networking LPWAN | Internet of Things (IoT) | CS514_Topic063
LoRa & LoRaWAN Physical Layer | Internet of Things (IoT) | CS514_Topic064
IoT Networking Emerging IoT PHY & Future Trends | Internet of Things (IoT) | CS514_Topic065
Sensor Nodes and Networks | Internet of Things (IoT) | CS514_Topic066
Architecture | Internet of Things (IoT) | CS514_Topic067
Synchronous MAC Protocols (Part 1) | Internet of Things (IoT) | CS514_Topic068
Synchronous MAC Protocols (Part 2) | Internet of Things (IoT) | CS514_Topic069
Asynchronous MAC Protocols | Internet of Things (IoT) | CS514_Topic070
Routing, WSN Characteristics | Internet of Things (IoT) | CS514_Topic071
WSN Types of Applications, Requirements and Challenges | Internet of Things (IoT) | CS514_Topic072
WSN Applications and Implementation Scenario | Internet of Things (IoT) | CS514_Topic073
IoT Architecture | Internet of Things (IoT) | CS514_Topic074
IoT Architecture: Layered Architecture Models | Internet of Things (IoT) | CS514_Topic075
HTTP & REST Foundations for IoT | Internet of Things (IoT) | CS514_Topic076
COAP for IoT | Internet of Things (IoT) | CS514_Topic077
IoT Application Layer MQTT for IoT | Internet of Things (IoT) | CS514_Topic078
Selecting & Integrating HTTP, CoAP, and MQTT | Internet of Things (IoT) | CS514_Topic079
Web of Things: Introduction to WOT | Internet of Things (IoT) | CS514_Topic080
Web of Things (WoT) Architecture | Internet of Things (IoT) | CS514_Topic081
WOT Thing Description | Internet of Things (IoT) | CS514_Topic082
Web of Things (WoT) Discovery | Internet of Things (IoT) | CS514_Topic083
Web of Things (WoT) Profile | Internet of Things (IoT) | CS514_Topic084
Web of Things (WoT) Bindings | Internet of Things (IoT) | CS514_Topic085
Web of Things (WoT) Scripting API | Internet of Things (IoT) | CS514_Topic086
Web of Things (WoT) Future Directions & Applications | Internet of Things (IoT) | CS514_Topic087
Introduction to Cloud Computing | Internet of Things (IoT) | CS514_Topic088
Cloud Computing: Architecture & Deployment Models | Internet of Things (IoT) | CS514_Topic089
Cloud Computing: Advantages & Challenges | Internet of Things (IoT) | CS514_Topic090
Emerging Trends in Cloud Computing | Internet of Things (IoT) | CS514_Topic091
Cloud Computing (Security & Compliance) | Internet of Things (IoT) | CS514_Topic092
Cloud Computing: Q & A | Internet of Things (IoT) | CS514_Topic093
Introduction to Fog Computing | Internet of Things (IoT) | CS514_Topic094
Fog Computing (Fog Architecture) | Internet of Things (IoT) | CS514_Topic095
Edge Computing: Introduction | Internet of Things (IoT) | CS514_Topic096
Edge Computing: Difference Between Edge & Fog Computing | Internet of Things (IoT) | CS514_Topic097
Introduction to ThingSpeak | Internet of Things (IoT) | CS514_Topic098
ThingSpeak Create Channel APIs Read Write | Internet of Things (IoT) | CS514_Topic099
ThingSpeak Integrating with Hardware | Internet of Things (IoT) | CS514_Topic100
What is Data? | Internet of Things (IoT) | CS514_Topic101
What is Big Data? Data Generation History | Internet of Things (IoT) | CS514_Topic102
5Vs of Big Data | Internet of Things (IoT) | CS514_Topic103
Sources & Types of Data | Internet of Things (IoT) | CS514_Topic104
Formats of Data | Internet of Things (IoT) | CS514_Topic105
The Data Analytics Process | Internet of Things (IoT) | CS514_Topic106
Data Analytics Tasks | Internet of Things (IoT) | CS514_Topic107
Big Data Technologies | Internet of Things (IoT) | CS514_Topic108
IoT Data Analytics | Internet of Things (IoT) | CS514_Topic109
Data Governance: Democratization & Ethics | Internet of Things (IoT) | CS514_Topic110
Data Visualization Tools | Internet of Things (IoT) | CS514_Topic111
Data Visualization Impact & Challenges | Internet of Things (IoT) | CS514_Topic112
Turing Machine | Internet of Things (IoT) | CS514_Topic113
Modelling The Brain | Internet of Things (IoT) | CS514_Topic114
AI Evolution and History | Internet of Things (IoT) | CS514_Topic115
The Role of Mathematics in AI | Internet of Things (IoT) | CS514_Topic116
Computational Complexity | Internet of Things (IoT) | CS514_Topic117
Role of Mathematics in AI | Internet of Things (IoT) | CS514_Topic118
Evolutionary Stages | Internet of Things (IoT) | CS514_Topic119
Introduction to Problem Solving in AI | Internet of Things (IoT) | CS514_Topic120
Game Playing in AI | Internet of Things (IoT) | CS514_Topic121
Introduction to Pattern Perception | Internet of Things (IoT) | CS514_Topic122
Semantics and Natural Language Processing | Internet of Things (IoT) | CS514_Topic123
AI in IOT (AIoT) | Internet of Things (IoT) | CS514_Topic124
Knowledge Representation | Internet of Things (IoT) | CS514_Topic125
Object Recognition and Robotics | Internet of Things (IoT) | CS514_Topic126
Philosophical Foundations | Internet of Things (IoT) | CS514_Topic127
Perceptron & Neural Networks | Internet of Things (IoT) | CS514_Topic128
Computer Vision OpenCV Tutorials in Python | Internet of Things (IoT) | CS514_Topic129
Computer Vision OpenCV Running Code in Python | Internet of Things (IoT) | CS514_Topic130
Machine Learning Introduction | Internet of Things (IoT) | CS514_Topic131
Training from Dataset | Internet of Things (IoT) | CS514_Topic132
Model & Validation | Internet of Things (IoT) | CS514_Topic133
Supervised, Unsupervised, Reinforcement Learning | Internet of Things (IoT) | CS514_Topic135
Accuracy Metrics & Metrics Supervised Learning | Internet of Things (IoT) | CS514_Topic134
Foundation of Probability | Internet of Things (IoT) | CS514_Topic137
Bias-Variance, Overfitting, and Support Vector Machines | Internet of Things (IoT) | CS514_Topic138
kNN Metrics | Internet of Things (IoT) | CS514_Topic139
SVM & Decision Trees | Internet of Things (IoT) | CS514_Topic140
Linear and Logistic Regression | Internet of Things (IoT) | CS514_Topic136
Ensemble Learning, Dimensionality Reduction | Internet of Things (IoT) | CS514_Topic141
Probabilistic Learning | Internet of Things (IoT) | CS514_Topic142
Introduction to Neural Networks | Internet of Things (IoT) | CS514_Topic143
The Perceptron & MLP | Internet of Things (IoT) | CS514_Topic144
Neural Networks Learning: An Overview | Internet of Things (IoT) | CS514_Topic145
Unsupervised and Supervised Neural Networks | Internet of Things (IoT) | CS514_Topic146
Modern Deep Learning Architectures | Internet of Things (IoT) | CS514_Topic147
ML for IOT Core Tasks | Internet of Things (IoT) | CS514_Topic148
ML for IoT: Beyond Core Tasks | Internet of Things (IoT) | CS514_Topic149
ML for IoT: Challenges | Internet of Things (IoT) | CS514_Topic150
Machine Learning ML with Python (Part 1) | Internet of Things (IoT) | CS514_Topic151
Machine Learning ML with Python (Part 2) | Internet of Things (IoT) | CS514_Topic152
Machine Learning ML with Python (Part 3) | Internet of Things (IoT) | CS514_Topic153
Industrial IoT History | Internet of Things (IoT) | CS514_Topic154
Machine to Machine Communication | Internet of Things (IoT) | CS514_Topic155
M2M vs IoT | Internet of Things (IoT) | CS514_Topic156
Industrial IoT & Operational Technology | Internet of Things (IoT) | CS514_Topic157
Industrial IoT Potential | Internet of Things (IoT) | CS514_Topic158
Industry 4.0 Impact | Internet of Things (IoT) | CS514_Topic159
Industrial IoT Industry 4.0 Design Principles | Internet of Things (IoT) | CS514_Topic160
Cyber Physical Systems (CPS) and Emerging Concepts | Internet of Things (IoT) | CS514_Topic161
Industrial IoT Digitalization and Digital Twins | Internet of Things (IoT) | CS514_Topic162
Industrial IoT Digital Twins | Internet of Things (IoT) | CS514_Topic163
Industrial IoT on Board off Board Diagnostics & Case Studies | Internet of Things | CS514_Topic164
Internet of Everything, Industry 4.0 Design Principles | Internet of Things (IoT) | CS514_Topic165
Internet of Everything, IoE Connectivity and Security | Internet of Things (IoT) | CS514_Topic166
Internet of Everything M2M and M2P | Internet of Things (IoT) | CS514_Topic167
Internet of Everything, P2P Connections | Internet of Things (IoT) | CS514_Topic168
IoT Business Models Business Landscape | Internet of Things (IoT) | CS514_Topic169
IoT Business Models Foundational Concepts & Value Chain | Internet of Things (IoT) | CS514_Topic170
IoT Business Models Subscription Based Model | Internet of Things (IoT) | CS514_Topic171
IoT Business Models Outcomes Data Monetization Models | Internet of Things (IoT) | CS514_Topic172
IoT Business Models Asset Sharing & Performance Based Models | Internet of Things | CS514_Topic173
Real World Case Studies & Cross Industry Examples | Internet of Things (IoT) | CS514_Topic174
Enabling Technologies & Strategic Trends | Internet of Things (IoT) | CS514_Topic175
Challenges, Mitigation & Final Outlook | Internet of Things (IoT) | CS514_Topic176
IoT Products & Services Products (Part 1) | Internet of Things (IoT) | CS514_Topic177
IoT Products & Services Products (Part 2) | Internet of Things (IoT) | CS514_Topic178
IoT Products & Services: Services | Internet of Things (IoT) | CS514_Topic179
IoT Products & Services: Startups | Internet of Things (IoT) | CS514_Topic180
IoT in SCM, Supply Chain Management | Internet of Things (IoT) | CS514_Topic181
IoT in SCM Advantages to SCM | Internet of Things (IoT) | CS514_Topic182
IoT in SCM: Use Cases in Industry | Internet of Things (IoT) | CS514_Topic183
IoT in SCM: Benefits | Internet of Things (IoT) | CS514_Topic184
IoT Issues: Background | Internet of Things (IoT) | CS514_Topic185
IoT Issues: Security Challenges | Internet of Things (IoT) | CS514_Topic186
IoT Issues: Privacy | Internet of Things (IoT) | CS514_Topic187
IoT Issues: Other Issues | Internet of Things (IoT) | CS514_Topic188
Searching IoT: Background | Internet of Things (IoT) | CS514_Topic189
Searching IoT: Connected Search Engine | Internet of Things (IoT) | CS514_Topic190
Searching IoT: Search Engine & Application Layer | Internet of Things (IoT) | CS514_Topic191
Searching IoT Searching Challenges | Internet of Things (IoT) | CS514_Topic192
The Big Picture Background | Internet of Things (IoT) | CS514_Topic193
The Big Picture IoT Helping SDGs | Internet of Things (IoT) | CS514_Topic194
The Big Picture Global Reach | Internet of Things (IoT) | CS514_Topic195
The Big Picture IoT & Other Domains | Internet of Things (IoT) | CS514_Topic196
Advanced IoT Key Concepts of Blockchain | Internet of Things (IoT) | CS514_Topic197
Second Generation & Expanded Blockchain Applications | Internet of Things (IoT) | CS514_Topic198
Green IoT Foundations & Design Principles | Internet of Things (IoT) | CS514_Topic199
Green IoT Energy-Efficient Design and Mechanisms | Internet of Things (IoT) | CS514_Topic200
Design Considerations for Energy Sources for IoT Devices | Internet of Things (IoT) | CS514_Topic201
Energy Sources for IoT | Internet of Things (IoT) | CS514_Topic202
Green IoT Design Trade Off | Internet of Things (IoT) | CS514_Topic203
Green IoT Applications | Internet of Things (IoT) | CS514_Topic204