IoT Data Analyst (Academic Year 2018/2019)

IoT Data Analyst

Video professors: Sergio Martin - Universidad Nacional de Educación a Distancia (Madrid - Spagna), Gabriel Diaz - Universidad Nacional de Educación a Distancia (Madrid - Spagna), Rosario Gil - Universidad Nacional de Educación a Distancia (Madrid - Spagna), Elio San Cristobal - Universidad Nacional de Educación a Distancia (Madrid - Spagna), Romeo Beccherelli - Università Telematica Internazionale UNINETTUNO (Roma - Italia), Manfred Leisenberg - Fachhochschule des Mittelstands (Bielefeld - Germania), Beatriz Martin - Universidad Nacional de Educación a Distancia (Madrid - Spagna), Stéphane Lavirotte - Université Nice Sophia Antipolis (Nizza - Francia)

Lesson n. 1: Module 1: Introduction to Internet of Things - Part I Introduction to IoT Architectures Tools for devices		Romeo Beccherelli
Lesson n. 2: Module 1: Introduction to Internet of Things - Part II Devices: Sensors Devices: Actuators Devices: Microprocessors Devices: Microcontrollers Devices: Platforms Case Study: Cargotec and Cloudera		Romeo Beccherelli
Lesson n. 3: Module 1: IoT Business Strategy - Part I Introduction Creation of value with IoT: Introduction Creation of value with IoT: Creation of value		Manfred Leisenberg
Lesson n. 4: Module 1: IoT Business Strategy - Part II Creation of value with IoT: Make products better Creation of value with IoT: Operate products better Creation of value with IoT: Better product service Creation of value with IoT: Make new products		Manfred Leisenberg
Lesson n. 5: Module 1: IoT Business Strategy - Part III Monetize value with IoT: Introduction Monetize value with IoT: Product business model Monetize value with IoT: Product-service business model Monetize value with IoT: Service business model Monetize value with IoT: Service-outcome business model Monetize value with IoT: Outcome business model		Manfred Leisenberg
Lesson n. 6: Module 1: IoT Business Strategy - Part IV Customer Relationship: Introduction Customer Relationship: Transformation of Customer relation Customer Relationship: Lifetime Value Customer Relationship: Conclusion		Manfred Leisenberg
Lesson n. 7: Module 2: Device architecture and sensors for microcontrollers - Introduction to Microcontrollers and Input / Output Types Microcontrollers Arduino Input/Output and GPIO Ports vs Pins Sensors Actuators		Stéphane Lavirotte
Lesson n. 8: Module 2: Device architecture and sensors for microcontrollers - Analog and Digital Communication for Microcontroller Analog vs Digital Microcontroller intefaces Analog Interface Digital Interface Parallel vs Serial		Stéphane Lavirotte
Lesson n. 9: Module 2: Device architecture and sensors for microcontrollers - Serial Communication for Microcontroller Serial data transfer terminology Synchronous vs Asynchronous Serial communication protocols Serial communication protocols: SPI and I2C Serial communication protocols: 1-Wire and UART		Stéphane Lavirotte
Lesson n. 10: Module 2: Device architecture and sensors for microprocessors - Introduction to Operating Systems Microprocessor vs Microcontroller Operating System Kernel		Stéphane Lavirotte
Lesson n. 11: Module 2: Device architecture and sensors for microprocessors - Introduction to Kernel Kernel generalities Linux Kernel User Mode vs Kernel Mode System Call		Stéphane Lavirotte
Lesson n. 12: Module 2: Device architecture and sensors for microprocessors - Kernel modules Linux Kernel Modules How to create a module Module dependencies Commands to manage modules Modules parameters		Stéphane Lavirotte
Lesson n. 13: Module 2: Device architecture and sensors for microprocessors - Kernel Driver Accessing device with Unix Major/minor numbers How to develop a driver Driver in user space		Stéphane Lavirotte
Lesson n. 14: Module 3: Networking for IoT environments - Introduction to Networking for IoT environments Introduction OSI Model TPC/IP Model Conclusions		Beatriz Martin
Lesson n. 15: Module 3: Networking for IoT environments - Connectivity technologies for IoT environments Connectivity Wired connectivity Wireless connectivity Conclusions		Beatriz Martin
Lesson n. 16: Module 3: Networking for IoT environments - Connectivity technologies for Raspberry Pi-based environments Connectivity technologies in Raspberry Pi: Wired Connectivity technologies in Raspberry Pi: Wireless Conclusions		Sergio Martin
Lesson n. 17: Module 3: Networking for IoT environments - Connectivity technologies for Raspberry Pi-based environments Connectivity technologies in Raspberry Pi: Wired Connectivity technologies in Raspberry Pi: Wireless Conclusions		Elio San Cristobal
Lesson n. 18: Module 3: Introduction to IoT security Introduction to Information security Threats Vulnerabilities Security needs Conclusions		Sergio Martin
Lesson n. 19: Module 3: Hardware vulnerabilities in microcontrollers: the Arduino example Introduction Hardware manipulation Vulnerabilities within the device Vulnerabilities in the Arduino Hardware Good practices		Sergio Martin
Lesson n. 20: Module 3: Software vulnerabilities in microcontrollers: the Arduino example - Firmware vulnerabilities Arduino Vulnerability management in Arduino systems without OS Firmware vulnerabilities Conclusions		Elio San Cristobal
Lesson n. 21: Module 3: Software vulnerabilities in microcontrollers: the Arduino example - Communications vulnerabilities in IoT devices Scanning Packet Sniffing Spoofing IP and ARP Denial of Service Conclusions		Rosario Gil
Lesson n. 22: Module 3: Hardware vulnerabilities in microprocessors: the Raspberry Pi example Introduction Hardware manipulation Vulnerabilities within the device Security reminder and conclusion		Sergio Martin
Lesson n. 23: Module 3: Software Vulnerabilities in microprocessors - Raspberry Scanning Packet Sniffing Spoofing IP and ARP Denial of Service Conclusions		Gabriel Diaz
Lesson n. 24: Module 4: IoT Data Analysis - Part I Introduction to Big Data Cloud and IoT Big IoT Data Analytics Fog computing Practical examples: Cloud based IoT-platform		Manfred Leisenberg
Lesson n. 25: Module 4: IoT Data Analysis - Part II IoT-data-analysis techniques Introduction to Big Data Analytics Hadoop features Key technologies		Manfred Leisenberg
Lesson n. 26: Module 4: IoT Data Analysis - Part III Frameworks, Hadoop-Distributions & Products The necessary Apache/Spark-tools for IoT-Big-Data-Analyses		Manfred Leisenberg
Lesson n. 27: Module 4: IoT Data Analysis - Part IV Introduction Machine learning terms Selection of learning methods Application to IoT		Manfred Leisenberg
Lesson n. 28: Module 5: Platforms for microcontrollers and applications - Introduction to Connectivity options for Microcontrollers Introduction Short-Range communication Long-Range communication Connectivity and protocols with an Arduino		Stéphane Lavirotte
Lesson n. 29: Module 5: Platforms for microcontrollers and applications - Introduction to Communication Protocols for Microcontrollers Introduction HTTP/REST MQTT CoAP		Stéphane Lavirotte
Lesson n. 30: Module 5: Platforms for microcontrollers and applications - Introduction to IoT Platforms and Applications development IoT Platforms ThingsNetwork ThingSpeak		Stéphane Lavirotte
Lesson n. 31: Module 5: Platforms for microprocessors and applications - Introduction to Connectivity options for Microprocessors Introduction Short-Range communication Long-Range communication		Stéphane Lavirotte
Lesson n. 32: Module 5: Platforms for microprocessors and applications - Introduction to Communication Protocols for Microprocessors Introduction HTTP/REST MQTT CoAP		Stéphane Lavirotte
Lesson n. 33: Module 5: Platforms for microprocessors and applications - Introduction to IoT Platforms and Applications development What is an IoT platform How to choose an IoT platform ThingsNetwork ThingSpeak		Stéphane Lavirotte

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IoT Data Analyst (Academic Year 2018/2019)

IoT Data Analyst

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