Question

In a few sentences me why you are interested in data science.

tell me about your experience with a difficult data science project.(convolutional neural network project)

tell me something about yourself beyond your resume.

paragraphs or more please. Thank you

Answer 1

Answer:

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Why Data Science:

This is particularly a question, that can be answered in lots of different way,

my personal reason was love for maths and statistics, along with the visualization

of data. Along with that, there had been a hunch to work on hundreds of TB of data, and

develop visual insights out of it. It is not traditional coding, it a complete world in

itself, it gives an exposure with respect to programming, scripting, visualization and many more.

Difficult Data Science Problem involving CNN:

Problem statement:

Image classification for recognizing digits properly using millions of sample images to learn.

It was an extremely great experience to work on such a project as an intern in MNC.

Some of the problems faced during the model development are:

1. Building an pre-requisite knowledge base.

2. Properly Identifying the application of the solution.

3. Identifying the convolution layers, which will be used to develop the model.

4. Tensor flow is used to build the computational graph.

5. Challenged while writing complex functions in Python for the model.

6. Finally, we have used AdamOptimizer for optimization.

Apart from my resume, I love to

1. Participate in HACKATHONS.

2. Designing Mobile Phone Models in my scrapbook.

3. Playing soccer and Volley-ball.