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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
3 7741yesColumbia University, New York

The Syllabus

  • Course Introduction
  • Course Outline
  • Introduce yourself

  • How do you think about internet of things?
  • Week 1 Reading List
  • 1.1 Internet of Things: Introduction 1
  • 1.2 Internet of Things: Introduction 2
  • 1.2 Assignment
  • 1.3 Wireless Communications 1
  • 1.4 Wireless Communications 2: Cellular Mobile Systems
  • 1.5 Wireless Communications 3: Comparison of Wireless Systems
  • 1.5 Assignment
  • 1.6 Wireless Standard: WiFi and Bluetooth 1
  • 1.7 Wireless Standard: WiFi and Bluetooth 2
  • 1.7 Assignment
  • 1.8 Wireless Standard: BLE and Zigbee 1
  • 1.9 Wireless Standard: BLE and Zigbee 2
  • 1.9 Assignment

  • Week 2 Reading List
  • 2.1 Networks for IoT 1
  • 2.2 Networks for IoT 2
  • 2.2 Assignment
  • 2.3 Securing IoT Networks 1
  • 2.4 Securing IoT Networks 2
  • Test about good-citizen rules
  • 2.4 Assignment
  • 2.5 Networking: IoT - 6LoWPAN
  • 2.5 Assignment
  • 2.6 Networking: IoT - CoAP 1
  • 2.7 Networking: IoT - CoAP 2
  • 2.7 Assignment
  • 2.8 Networking: IoT - MQTT 1
  • 2.9 Networking: IoT - MQTT 2
  • 2.9 Assignment

  • Week 3 Reading List
  • 3.1 Embedded Systems 1
  • 3.2 Embedded Systems 2
  • 3.2 Assignment
  • 3.3 Interfacing with the Physical World 1
  • 3.4 Interfacing with the Physical World 2
  • 3.4 Assignment
  • 3.5 Energy Harvesting 1
  • 3.6 Energy Harvesting 2
  • 3.7 Ultra Low Power Computing in VLSI
  • 3.7 Assignment
  • 3.8 Hardware for Machine Learning
  • 3.8 Assignment
  • 3.9 Cloud Robotics
  • 3.9 Assignment
  • 3.10 IoT Economics 1
  • 3.11 IoT Economics 2
  • 3.12 IoT Economics 3
  • 3.12 Assignment
  • Recap about this week

  • 4.1 At the Intersection of Language and Data Science
  • 4.2 NLP: News
  • 4.2 Assignment
  • 4.3 NLP: Online Discussion Forums
  • 4.4 NLP: News and Online Discussion Forums
  • 4.4 Assignment
  • 4.5 NLP: Personal Narrative
  • 4.5 Assignment
  • 4.6 NLP: Novels
  • 4.6 Assignment
  • 4.7 Application of Natural Language Processing
  • 4.8 Tagging Problems and Log-Linear Models 1
  • 4.9 Tagging Problems and Log-Linear Models 2
  • 4.10 Tagging Problems and Log-Linear Models 3
  • 4.10 Assignment
  • 4.11 Syntax and Parsing
  • 4.12 Dependency Parsing
  • 4.12 Assignment
  • 4.13 Machine Translation 1
  • 4.14 Machine Translation 2
  • 4.14 Assignment
  • 4.15 Assignment (optional)
  • 4.16 Assignment (optional)
  • 4.17 Assignment (optional)
  • Week 4 Study Activity (Optional)
  • Where do you think we can apply NLP?

  • Week 5 Reading List
  • 5.1 Speech and Data Science
  • 5.2 Speech Production and Perception
  • 5.2 Assignment
  • 5.3 Recording Speech for Analysis
  • 5.4 Speech Features
  • 5.4 Assignment
  • Speech features survey
  • 5.5 Recognizing Emotional Speech
  • 5.5 Assignment
  • 5.6 Detecting Deception from Speech and Text 1
  • 5.7 Detecting Deception from Speech and Text 2 and Conclusion
  • 5.7 Assignment
  • 5.8 Multimedia in Large-Scale Data Applications
  • 5.8 Assignment
  • 5.9 Visual Matching and Recognition Techniques 1
  • 5.10 Visual Matching and Recognition Techniques 2
  • 5.11 Visual Matching and Recognition Techniques 3
  • 5.11 Assignment
  • 5.12 Applications of Visual Recognition
  • 5.13 Research Topics and Conclusion
  • 5.13 Assignment
  • 5.14 Course Conclusion
  • week 5 study activity (optional)

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