Given three Real-Life Applications with examples of Bernoulli's
Distribution with respect to Engineering Field and Give...
Given three Real-Life Applications with examples of Bernoulli's
Distribution with respect to Engineering Field and Give Graphical
Representation with example of Bernoulli's Distribution?
1. What is the working principle of a photodiode? Give three
examples of photodiodes’ real-life applications.
2. Which of the following photodiode modes performs better in
saturation and response time? Photovoltaic or photoconductive mode?
Explain the physics behind your answers.
Real life applications of Poisson distribution with explain
Or
The uses of Poisson distribution in real life and how?
and Real life applications of Hypergeometric , binomial ,
geometric distribution with explain
Or
The uses of Hypergeometric, binomial, geometric distribution
in real life and how?
a) Give real life examples of Bias & Variance
b) For any given dataset, different sets of weights in SoftMax
may give zero hinge loss during training. Which sets of weights
would you prefer & why? Which changes would you make in SoftMax
classification algorithm to enforce those preferences?
c) Do you think SoftMax is better than SVM in terms of
performance? Briefly explain
d) Write a scenario where using SVM might be a better option
than SoftMax. Hint: think...
Can you give examples of using functions in real life? By real
life I understand not only what we do in everyday living, but also
science, economy, and similar.
1. Data Analytics Applications (15%). We’ve introduced several
examples in this course regarding real-life applications that are
benefited from data analytics technique. Could you describe one
application from public health, business, or education where data
analytics can be helpful. It is required that your application has
NOT yet been mentioned in any of the slides in this course,
including lectures, tutorials, and discussions. Your answers should
cover the following aspects:
(a) The motivation behind the application, i.e., why data
analytics...
What is Social Engineering? Provide and explain the seven types
of Social Engineering. Given a real-life example of each type of
Social Engineering along with mitigation methods.