Microsoft DAT275x Principles of Machine Learning: Python Edition Figure 1. This is my grade. Figure 2. This is my grade.

I passed the DAT273x exam, and obtained the certification. The topic of the certification is called "Data Science Research Methods: Python Edition". I want to share my experience about the exam. There are five modules: 1. The Research Process, 2. Planning for Analysis, 3. Research claims, 4. Measurement and 5. Correlational and Experimental Designs. First, we need to understand what is the research process? And how to identify the research type? When we have a topic of study, then it's important that identify the study, such as Analytics, Basic research, applied research, etc. Second, to understand the relation between the sample and the result. What kind of the information in the confidence interval? What is FP, FN, TP, and TN (false positive, False Negative, True Positive, and True Negative). Third, we need to understand what is frequency claims, association claims and causal claims? The video provides explain on the YouTube ( https://w...

Microsoft: DAT256x Essential Math for Machine Learning: Python Edition I passed the DAT256x exam, and obtained the certification. The topic of the certification is called "Essential Math for Machine Learning: Python Edition". I want to share my experience about the exam. There are two lessons that are Algebra Fundamentals and Quadratic Equations and Functions. The level of Math is about junior high school. In Derivatives and Optimization section, the math level of the Differential Calculus Foundations and Differentiation and Derivatives lessons is about senior high school. In Vectors and Matrices section, the calculation and operation symbol are two major topics. Just following the tutorial video, then you will get them. In Statistics and Probability section, just understand about skewed of the statistics, and basic statistics method. Then you will pass the exam. About Probability, there has calculate needed. Must understand the calculation method of the probabi...

I want to brief the Microsoft DAT263x exam, and I awarded the certification. The exam focuses the Azure functions, such as Text Processing, Natural Language Processing, Language Understanding Intelligent Service, Image and Video Processing, Intelligent Bots, ..., etc. There are a few lab exams with Microsoft Azure. However, the tutorial is old. Therefore, the course informed "In September 2017, Azure Machine Learning was renamed to Azure Machine Learning Studio, and a preview of a new Azure service named Azure Machine Learning Experimentation was released. This course focuses on Azure Machine Learning Studio." So, I cannot completely follow the tutorial, and I have to follow the functions of the Azure Machine Learning Studio. You will learn Regression, Classification, and Clustering Model on Machine Learning Fundamentals section. Finally, Publishing a Predictive Web Service. It's so easy to pass the lab on the section, when you have watched these video tutorials. The ...

Poland Jacek Ciesielski, General Manager, De Gruyter Poland. (English Edition). Taiwan Chu, Jia-Chen (褚家辰), Chief Executive Officer, International Han Institute. (Traditional Chinese Edition). United States of America Mr. C.S. Yang Vincent, President, TCBP (Teaching Chinese for Business Purposes). (English Edition). Mr. C.S. Yang Vincent, President, TCSOL (Teachers of Chinese to Speakers of Other Languages). (English Edition).

August 18, 2026 – September 15, 2026 Open Computer Science, De Gruyter Open Ltd. (Open Computer Science) Warsaw, Poland Editorial Assignment May 8, 2026 – June 2, 2026 Open Computer Science, De Gruyter Open Ltd. (Open Computer Science) Warsaw, Poland Editorial Assignment February 25, 2026 – April 1, 2026 Open Computer Science, De Gruyter Open Ltd. (Open Computer Science) Warsaw, Poland Editorial Assignment November 22, 2025 – December 20, 2025 Open Computer Science, De Gruyter Open Ltd. (Open Computer Science) Warsaw, Poland Peer Reviewer September 2, 2024 Taiwan Blood Services Foundation Taipei, Taiwan Certificate of Appreciation for 60 Blood Donations . March 12, 2024 – March 16, 2024 Open Computer Science, De Gr...

Brief Profile: Tai-Yu Lai I am currently an online course instructor at Gjun Worker 360, where I have been teaching for about seven and a half years. I also serve on the editorial board of the Polish international academic journal Open Computer Science, a role I have held for about eight years. In addition, I have been continuously creating LINE stickers for about three years and founded “Tai-Yu Dream Universe.” about seven years ago. Recently, I have also begun my entrepreneurial journey. Before this stage of my life, I devoted my time and energy to my career and academic pursuits. In 2016, I earned my Ph.D. in Computer Science and Information Engineering from National Taipei University of Technology. I currently have more than 22 years of work experience, 6 projects on GitHub, 2 journal papers, 22 conference papers, 6 published books, 2 patents, 23 international certifications, 35 Taiwanese certifications, 13 Chinese-language certifica...

MOTC (Ministry of Transportation and Communications, R.O.C.): Driving License for General Light Passenger Vehicle , November 22, 2019. MOTC (Ministry of Transportation and Communications, R.O.C.): Driving License for Heavy-Duty Motorcycle , February 14, 2003.

Tai-Yu Lai , "Image Binarization Using 10 Program Languages." English Edition, Code Project, 20th April 2016. Tai-Yu Lai , "How To Implement Binarization Using HTML5 and JavaScript?" English Edition, Code Project, 1st March 2015. Tai-Yu Lai , "How To Make a Clear Gray Image (Histogram Equalization)?" English Edition, Code Project, 29th January 2015. Tai-Yu Lai , "How To Make a Clear Color Image (Histogram Equalization)?" English Edition, Code Project, 29th January 2015. Tai-Yu Lai , "How To Design an Identification Card (ID Card) Print Program Using Visual Basic 6.0 on Windows 2000, 7 or Later?" English Edition, Code Project, 27th January 2015. Tai-Yu Lai , "How To Do Simple Ordered Dither Algorithm (Half-Tone Image)?" English Edition, Code Project, 24th January 2015. Tai-Yu Lai , "How To Establish a Reservation of Classroom Web System ...

Tai-Yu Lai , Jong-Yih Kuo, Fu-Chu Huang, "Digital Image Processing Technology Guide: Second Edition," ISBN: 9572245910, ISBN-13: 978-957-224-591-0, Traditional Chinese Edition, Contents: 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , 12 , 13 , Sung Gang Asset Management Corp. Limited, 14th September 2016. Wei-Hong Lin, Jia-Hua Xie, Wen-De Guo, Tai-Yu Lai , "Digital Multimedia Conspectus," ISBN: 9866382281, ISBN: 978-986-638-228-4, Traditional Chinese Edition, Contents: 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , Sung Gang Asset Management Corp. Limited, 18th August 2009. Tai-Yu Lai , "Intelligence Video Surveillance of Digital Image Analysis," ISBN-13: 978-986-204-325-7, Traditional Chinese Edition, Contents: 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11 , Sung Gang Asset Management Corp. Limited, 1st September 2008. Tai-Yu Lai , "Visual Basic for Senior High School," ISBN: 978-957-441-0...

Jong-Yih Kuo, Yi-Tang Su, Tai-Yu Lai , " Multi-User Evacuation of Fire Disaster System Based on Cloud Distributed Environment ," Traditional Chinese Edition , Taiwan Conference on Software Engineering (TCSE), Taichung, Taiwan, 7 July 2017 - 8 July 2017. Jong-Yih Kuo, Guo-Ding Fan, Tai-Yu Lai , " People Counting Base on Head and Shoulder Information ," English Edition , 2016 IEEE International Conference on Knowledge Engineering and Applications , Singapore, 28 September 2016 - 30 September 2016. Jong-Yih Kuo, Ping-Chi Lee, Tai-Yu Lai , "Simulate Evacuation Planning of Fire Disaster Base on Real-Time Cloud Surveillance System and Mobile Devices," Traditional Chinese Edition , Taiwan Conference on Software Engineering , Keelung, Taiwan, 1 August 2016 - 2 August 2016. Chi-Han Kao, Jong-Yih Kuo, Tai-Yu Lai , "An Automatic Approach to Measuring Quality of USB Camera," English Editi...