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IIMAS Data Science

Repository for all the code developed during the Data Science undergraduate bachelor degree at Applied Mathematics and Systems Investigation Institute (IIMAS) in the National Autonomous University of Mexico (UNAM).


Fall 2020

Undergraduate courses taken:

Course
Introduction to Machine Learning
Discrete Mathematics and Algorithms
Concurrent Computing
Relational Databases
Numerical Methods and Linear Algebra for Data Science
Applied Probability and Stochastic Simulation

Spring 2021

Undergraduate courses taken:

Course
Pattern Recognition
Statistical Methods
Non relational Databases
Data Visualizatoin
Big Data I
Data Quality and Preprocessing

Fall 2021

Undergraduate courses taken:

Course
Machine Learning
Data Mining
Big Data II
Natural Language Processing
Multivariate Analysis
Finance

Spring 2022

Undergraduate courses taken:

Course
Deep Learning
Machine Learning and Advanced Data Mining
Text Mining
Computational Statistics
Ethics for Data Science
Investment Strategies

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Repository for Data Science during 2021-1 semester

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