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Enabling Technologies for Data Science and Analytics: The Internet of Things
Beginner
Online
5 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| 3 7741 | yes | Columbia 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)
Articles
6 Feb'24, 10:47 AM
6 Feb'24, 10:47 AM