Data Analytics Related Courses at Mines

Sep 1, 2019 | Resources

Find here a short overview of data analytics and data science related courses offered at CSM. Search the official catalog for more info.

Master of Science in Data Science (Non-Thesis)
Petroleum Data Analytics Minor

CSCI 470 – INTRODUCTION TO MACHINE LEARNING       
CSCI 575 – MACHINE LEARNING       
CSCI 563 – PARALLEL COMPUTING FOR SCIENTISTS AND ENGINEERS

DSCI 403 – INTRODUCTION TO DATA SCIENCE       

PEGN438 – PETROLEUM DATA ANALYTICS
PEGN440 – PETROLEUM DATA ANALYSIS
PEGN598B – SPECIAL TOPICS IN PETROLEUM ENGINEERING

GEGN 432 – GEOLOGICAL DATA MANAGEMENT
GEGN 532 – GEOLOGICAL DATA ANALYSIS

GPGN 533 – GEOPHYSICAL DATA INTEGRATION & GEOSTATISTICS.
GPGN 570 – APPLICATIONS OF SATELLITE REMOTE SENSING.
GPGN 605 – INVERSION THEORY.

MATH 530 – STATISTICAL METHODS       
MATH 560 – STATISTICAL LEARNING I      
MATH 561 – STATISTICAL LEARNING II

MNGN 438 – GEOSTATISTICS

EENG 411 – DIGITAL SIGNAL PROCESSING.
EENG 511 – CONVEX OPTIMIZATION AND ENG. APPLICATIONS.
EENG 515 – MATHEMATICAL METHODS FOR SIGNALS AND SYSTEMS
EENG 519 – ESTIMATION THEORY AND KALMAN FILTERING

Other Online Data Science courses