Applications of Probability in Python


This workshop will cover an example project on Bayes Classifier, multiple random variables, and estimation. We will learn the implementation of multivariate Gaussian distribution, classification and regression problems in Python. Later we will see that how to define parametric distribution in python and will further explore estimation concepts like maximum likelihood ratio, maximum posteriori classification, loglikelihood and logistic regression.

  Date and Time




  • Date: 01 Oct 2021
  • Time: 02:00 PM to 03:30 PM
  • All times are (GMT-05:00) Canada/Eastern
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Please register to have access.


Taha Sajjad


Taha Sajjad is a PhD student at York University in the department of Computer Science and Electrical Engineering.  She is currently working in Eckford’s Lab on molecular communications. Taha completed her Masters in Electronics and Communication from University of Engineering and Technology (UET) in 2007. Her research is multidisciplinary and focus on areas such as interfacing power and communication, biomedical instrumentation and photonics. She developed a chaotic model for optimization of speech recognition in Cochlear implant, resulted in two research papers. She has been research associate in Alkhawarizmi Institute of Computer Sciences, a research institute affiliated with UET, where she worked on smart metering project. The project was funded by metering industry, aimed to investigate and develop reliable and secure ways of remote data metering which suits consumer requirements of our country. This project enabled to reduce the line losses and power theft. Taha also worked shortly in Electrical Engineering and Computer Sciences department of Lahore University of management sciences (LUMS) as a research assistant. She worked at the project of detecting adulteration in fresh milk using portable, reliable, and cost-effective optical sensor. Her interest is to expand a way of thinking and enhance skills to make positive difference in society with research. Taha is presently leading a team of associates as a member of World Financial Group (WFG) and helping to grow them as an entrepreneur.