รายละเอียด


Uncover hidden patterns and trends within big IoT data which will lead us to smarter decisions and improved outcomes across various sectors.

As our world becomes increasingly interconnected, we will see a huge increase in data coming from many sources like smartphones, wearable devices, smart home systems, or even industrial sensors. This growth in data not only brings great opportunities for innovation and advancement, but also brings challenges in how we collect, process, and understand it. To tackle these challenges, it is crucial to understand the value of data, as it influences decisions that impact our lives and businesses. This is where Signal Processing and Analytics become essential. It acts as a key tool that changes raw data into useful insights, helping us make sense of complex information and respond in real-time.

What you will learn:
- Signal processing
- Real-time and local analytics
- Big IoT data
- Semantics and semantic technologies, and implications for society
- Realtime databases
- Cloud analytics and applications

Prerequisites:
- This course is designed for everyone. No prior knowledge is required.

Course type:
This is an elective course (E) in the Master of Engineering program in Artificial Intelligence and Internet of Things (International Program) offered by Thammasat University and SkillLane.

Grading Criteria:
This course consists of 1) Quizzes, which account for 40% of the grade, and 2) Final Exam, which accounts for 60% of the grade. Grades will be assigned based on the following scheme:

A 90-100
A- 85-89.99
B+ 80-84.99
B 75-79.99
B- 70-74.99
C+ 65-69.99
C 60-64.99
D 50-59.99
F 0-49.99

Instructor Background:
Dr. Surasak Boonkla
Currently, Dr. Surasak is a researcher at the National Electronics and Computer Technology Center (NECTEC). He has an expertise in various fields including embedded systems, machine learning, speech signal processing, speaker diarization, speaker voice and recognition/verification.

Dr. Surasak completed his Bachelor’s degree in Applied Physics, King Mongkut’s Institute of Technology Ladkrabang, Master’s degree in Information and Communication Technology for Embedded Systems (ICTES), Sirindhorn International Institute Technology, Thammasat University and Ph.D. in information science, Japan Advanced Institute of Science and Technology, Japan.

Dr. Jessada Karnjana
Currently, Dr. Jessada is a researcher at the National Electronics and Computer Technology Center (NECTEC). He has expertise in various fields including Wireless communication, power-line communication, and telecommunication protocols, audio compression techniques and psychoacoustic models, audio/speech information hiding, evolutionary computation, contrast enhancement techniques and reasoning with uncertainty.

Dr. Jessada completed his Bachelor’s degree in Electronics Engineering, King Mongkut’s Institute of Technology Ladkrabang, Master’s degree in Microelectronics, Asian Institute of Technology and Ph.D. in Engineering and Technology, Sirindhorn International Institute of Technology, Thammasat University.

เนื้อหา

ผู้สอน


Dr. Surasak Boonkla
ไปที่หน้าผู้สอน
  • A researcher at the National Electronics and Computer Technology Center (NECTEC)
  • He has an expertise in various fields including embedded systems, machine learning, speech signal processing, speaker diarization, speaker voice and recognition/verification.
  • Ph.D. in information science, Japan Advanced Institute of Science and Technology, Japan
  • Master’s degree in Information and Communication Technology for Embedded Systems (ICTES), Sirindhorn International Institute Technology, Thammasat University
  • Bachelor’s degree in Applied Physics, King Mongkut’s Institute of Technology Ladkrabang

  • A researcher at the National Electronics and Computer Technology Center (NECTEC).
  • He has an expertise in various fields including Wireless communication, power-line communication, and telecommunication protocols, Audio compression techniques and psychoacoustic models, Audio/speech information hiding, Evolutionary computation, Contrast enhancement techniques and Reasoning with uncertainty.
  • Ph.D. in Engineering and Technology, Sirindhorn International Institute of Technology, Thammasat University.
  • Master’s degree in Microelectronics, Asian Institute of Technology.
  • Bachelor’s degree in Electronics Engineering, King Mongkut’s Institute of Technology Ladkrabang.

  • มหาวิทยาลัยธรรมศาสตร์
    ไปที่หน้าผู้สอน
  • สถาบันวิชาการชั้นนำของเอเชีย ที่ได้มาตรฐานสากลในการผลิตบัณฑิต การสร้างองค์ความรู้ และการแก้ปัญหาต่าง ๆ
  • ยึดมั่นในคุณธรรมและการรับใช้ประชาชน ดังคำขวัญของมหาวิทยาลัยที่กล่าวว่า เป็นเลิศ เป็นธรรม ร่วมนำสังคม

  • Sirindhorn International Institute of Technology
    ไปที่หน้าผู้สอน
  • Asia's leading institute of technology
  • Established in cooperation with Thammasat University, the Japan Federation of Economic Organizations (KEIDANREN) and the Federation of Thai Industries (FTI)
  • SIIT’s objectives are to produce highly qualified engineers and technologists.
  • tuxsa-Signal-Processing-and-Analytics
    มหาวิทยาลัยธรรมศาสตร์

    Signal Processing and Analytics การประมวลผลสัญญาณและการวิเคราะห์สัญญาณ