Introduction to data analysis

Ashok Govindarajan (~ashok98)


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Description:

This workshop is a gentle introduction to people who want to understand data analysis.

It will introduce concepts like descriptive analysis, exploratory analysis till mechanistic data analysis. The format would involve an introduction, a real-world example and illustration with Python wherever applicable.

Also, we would be covering aspects of inferential data analysis in the context of fischerian and bayesian frameworks. Baye's theorem and the context of using it would be explained using a simple real-world example. The same would be simulated in python

Finally, we would use the knowledge gained to analyse a network log. Exploratory data analysis using pandas will be the key here and the objective would be identify patterns, anomalous behaviour etc.

Prerequisites:

Basic understanding of Python

Curiosity to learn data sciences

Content URLs:

https://www.slideshare.net/AshokGovindarajan1/introtodataanalysissampleslidespdf

Speaker Info:

I lead the Wireless testing and services in Zilogic Systems.An alumnus of SASTRA University and and I have around 20 years of experience in design and development of wireless products.

Currently working on aspects related to 802.1ax/be standards in WiFi. Other professional interest includes applied mathematics for algorithm development in wireless communications, DSP and data sciences

I givie guest lecturers for ECE/CS students in various academic institutions to help student's understand some of the important principles. Used to be and an active speaker in Python Meet up in Chennai.

Speaker Links:

Links : Video of the talk I gave in SciPy 2019 in IIT Bombay : https://static.fossee.in/scipy2019/SciPyTalks/SciPyIndia2019_Track2_S002_Simulation_of_Wireless_Communication_System_Using_Python_20191129.mp4

https://www.slideshare.net/AshokGovindarajan

Section: Data Science, AI & ML
Type: Workshops
Target Audience: Beginner
Last Updated: