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My Masters in Analytics OMSA from Georgia Tech (in 5 Min)

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Автор: Mark Simi

Загружено: 7 мар. 2023 г.

Просмотров: 21 257 просмотров

Описание:

For my first proper video, I wanted to share a bit about my experience completing a Masters in Analytics from Georgia Tech's OMSA program while I managed a data team at Meta. I'm intentionally cutting out a lot as I wanted to get this down to 5 minutes!

Check this out if you're considering pursuing a degree in analytics or are curious about what the OMSA program entails, some tips on the class, and a bit about me as well.

I briefly cover the program structure, curriculum, and my overall thoughts on the program (and some classes to avoid if you can!). The OMSA program is a great way to skills in statistics, machine learning, analytics, and data science. If you like structured learning and accountability, it's certainly a flexible option.

Please subscribe if you'd like to see more videos from me around machine learning, career, and management.

I’m Mark! I'm a CS grad student and former data science manager. You can find me here:
📹 YouTube:    / @marksimithraaratchy  
🧳 LinkedIn:   / marksimi  
🐦 Twitter:   / marksimi  

Bayesian books:
https://bayesiancomputationbook.com/
https://xcelab.net/rm/statistical-ret...

SHAP, a python package for local ML explanations
https://shap.readthedocs.io/en/latest/

00:00 Intro
00:26 OMSA Overview
00:43 Computing for Data Analytics
01:26 Data and Visual Analytics
01:53 Intro to Analytics Modeling
02:03 Simulation and Modeling
02:22 Bayesian Statistics
02:58 Data Analytics in Business
03:08 Computational Data Analytics (Machine Learning 1)
03:40 High-Dimensional Data Analytics (Machine Learning 2)
03:55 Deep Learning
04:10 Applied Analytics Practicum
04:48 About Me

My Masters in Analytics OMSA from Georgia Tech (in 5 Min)

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