The Data Science concentration in Biochemistry builds on the general biochemistry core set of courses (24 credits of primarily upper division courses) and includes 21 data science specific course credits. This option gives the student 3 “free elective” credits, which they can use to complete either data science elective, bioscience elective, or second semester physics courses. This concentration is designed to provide a solid background in biochemistry, molecular genetics and cell biology, augmented with computer science, mathematics and statistics. The data science concentration is recommended for students interested in a career in life science data analysis. Students who graduate with this concentration obtain the skills necessary for organizing, analyzing and communicating the meaning of massive data sets.
Effective Fall 2023
A minimum grade of C (2.000) must be earned for BC 493 and all biochemistry (BC) and LIFE subject code lecture and laboratory courses at or above the 200-level required in the biochemistry major.
Freshman | |||
---|---|---|---|
AUCC | Credits | ||
BC 192 | Biochemistry Freshman Seminar | 2 | |
CHEM 111 | General Chemistry I (GT-SC2) | 3A | 4 |
CHEM 112 | General Chemistry Lab I (GT-SC1) | 3A | 1 |
CHEM 113 | General Chemistry II | 3 | |
CHEM 114 | General Chemistry Lab II | 1 | |
CO 150 | College Composition (GT-CO2) | 1A | 3 |
LIFE 102 | Attributes of Living Systems (GT-SC1) | 3A | 4 |
LIFE 201B | Introductory Genetics: Molecular/Immunological/Developmental (GT-SC2) | 3A | 3 |
LIFE 203 | Introductory Genetics Laboratory | 2 | |
MATH 155 | Calculus for Biological Scientists I (GT-MA1) | 1B | 4 |
MATH 255 | Calculus for Biological Scientists II | 1B | 4 |
Total Credits | 31 | ||
Sophomore | |||
CHEM 341 | Modern Organic Chemistry I | 3 | |
CHEM 343 | Modern Organic Chemistry II | 3 | |
CHEM 344 | Modern Organic Chemistry Laboratory | 2 | |
CS 152 | Python for STEM | 2 | |
CS 162 | CS1--Introduction to Java Programming | 2 | |
LIFE 210 | Introductory Eukaryotic Cell Biology | 3 | |
LIFE 212 | Introductory Cell Biology Laboratory | 2 | |
STAT 158 | Introduction to R Programming | 1 | |
Diversity, Equity, and Inclusion | 1C | 3 | |
AUCC Category 3 courses1 | 3B-3D | 6 | |
Elective2 | 2 | ||
Total Credits | 29 | ||
Junior | |||
BC 401 | Comprehensive Biochemistry I | 4A | 3 |
BC 403 | Comprehensive Biochemistry II | 4B | 3 |
BC 404 | Comprehensive Biochemistry Laboratory | 4B | 2 |
BZ 360 | Bioinformatics and Genomics | 4 | |
CS 220 | Discrete Structures and their Applications | 4 | |
DSCI 235 | Data Wrangling | 2 | |
STAT 315 | Intro to Theory and Practice of Statistics | 3 | |
Select one course from the following: | 3 | ||
Writing Arguments (GT-CO3) | 2 | ||
Writing in the Disciplines: Sciences (GT-CO3) | 2 | ||
Writing in Digital Environments (GT-CO3) | 2 | ||
Strategic Writing and Communication (GT-CO3) | 2 | ||
Select one course from the following: | 2-3 | ||
Investigative Biochemistry: Protein Biochemistry | |||
Mentored Research | |||
Internship | |||
Independent Study | |||
Group Study | |||
Select one course from the following: | 5 | ||
General Physics I (GT-SC1) | 3A | ||
Physics for Scientists and Engineers I (GT-SC1) | 3A | ||
Total Credits | 31-32 | ||
Senior | |||
BC 411 | Physical Biochemistry | 4 | |
BC 463 | Molecular Genetics | 3 | |
BC 465 | Molecular Regulation of Cell Function | 3 | |
BC 493 | Senior Seminar | 4A,4C | 1 |
DSCI 335 | Inferential Reasoning in Data Analysis | 3 | |
STAT 341 | Statistical Data Analysis I | 3 | |
Select one course from the following: | 3 | ||
Thesis: Laboratory Research-Based | 4C | ||
Thesis: Literature Based | 4C | ||
AUCC Category 3 courses1 | 3B-3D | 6 | |
Electives2 | 2-3 | ||
Total Credits | 28-29 | ||
Program Total Credits: | 120 |
Data Science Electives List
Code | Title | Credits |
---|---|---|
CS 345 | Machine Learning Foundations and Practice | 3 |
DSCI 369 | Linear Algebra for Data Science | 4 |
STAT 342 | Statistical Data Analysis II | 3 |
Biosciences Electives List
Code | Title | Credits |
---|---|---|
BC 467 | Biochemistry of Disease | 3 |
BIOM 306/BTEC 306 | Bioprocess Engineering | 4 |
BIOM 504/CBE 504 | Fundamentals of Biochemical Engineering | 3 |
BMS 300 | Principles of Human Physiology | 4 |
BMS 301 | Human Gross Anatomy | 5 |
BMS 305 | Domestic Animal Gross Anatomy | 4 |
BMS 325 | Cellular Neurobiology | 3 |
BMS 330 | Microscopic Anatomy | 4 |
BMS 345 | Functional Neuroanatomy | 4 |
BMS 360 | Fundamentals of Physiology | 4 |
BMS 405 | Nerve and Muscle-Toxins, Trauma and Disease | 3 |
BMS 420 | Cardiopulmonary Physiology | 3 |
BMS 430 | Endocrinology | 3 |
BMS 450 | Pharmacology | 3 |
BMS 500 | Mammalian Physiology I | 4 |
BSPM 462/BZ 462/MIP 462 | Parasitology and Vector Biology | 5 |
BZ 220 | Introduction to Evolution | 3 |
BZ 311 | Developmental Biology | 4 |
BZ 401 | Comparative Animal Physiology | 3 |
BZ 440 | Plant Physiology | 3 |
BZ 455 | Human Heredity and Birth Defects | 3 |
BZ 476/BZ 576 | Genetics of Model Organisms | 3 |
CHEM 334 | Quantitative Analysis Laboratory | 1 |
CHEM 335 | Introduction to Analytical Chemistry | 3 |
CHEM 433 | Clinical Chemistry | 3 |
ERHS 332 | Principles of Epidemiology | 3 |
ERHS 450 | Introduction to Radiation Biology | 3 |
FSHN 350 | Human Nutrition | 3 |
FSHN 470 | Integrative Nutrition and Metabolism | 3 |
FTEC 350 | Fermentation Microbiology | 2 |
FTEC 360 | Brewing Processes | 4 |
FTEC 460 | Brewing Science II | 4 |
HES 319 | Neuromuscular Aspects of Human Movement | 4 |
HES 403 | Physiology of Exercise | 3 |
MIP 300 | General Microbiology | 3 |
MIP 302 | General Microbiology Laboratory | 2 |
MIP 342 | Immunology | 4 |
MIP 343 | Immunology Laboratory | 2 |
MIP 351 | Medical Bacteriology | 3 |
MIP 352 | Medical Bacteriology Laboratory | 3 |
MIP 420 | Medical and Molecular Virology | 4 |
MIP 425 | Virology and Cell Culture Laboratory | 2 |
MIP 443 | Microbial Physiology | 4 |
MIP 450 | Microbial Genetics | 3 |
NB 501 | Cellular and Molecular Neurophysiology | 2 |
VS 331 | Histology | 4 |
- 1
Select from the list of courses in categories 3B-3D (six credits [two courses] must come from 3B; one course each from categories 3C and 3D) in the AUCC. Only 3 of the 6 credits required for Arts and Humanities may come from intermediate (L*** 200 and L*** 201) foreign language courses.
- 2
Select enough elective credits to bring the program total to a minimum of 120 credits, of which at least 42 must be upper-division (300- to 400-level). Students are encouraged to fulfill their free elective credits with research credits, additional Data Science electives, Bioscience electives, PH 122/PH 142, or apply them to a minor.
A minimum grade of C (2.000) must be earned for BC 493 and all biochemistry (BC) and LIFE subject code lecture and laboratory courses at or above the 200-level required in the biochemistry major.
Freshman | |||||
---|---|---|---|---|---|
Semester 1 | Critical | Recommended | AUCC | Credits | |
BC 192 | Biochemistry Freshman Seminar | 2 | |||
CHEM 111 | General Chemistry I (GT-SC2) | X | 3A | 4 | |
CHEM 112 | General Chemistry Lab I (GT-SC1) | X | 3A | 1 | |
LIFE 102 | Attributes of Living Systems (GT-SC1) | X | 3A | 4 | |
MATH 155 | Calculus for Biological Scientists I (GT-MA1) | X | 1B | 4 | |
Total Credits | 15 | ||||
Semester 2 | Critical | Recommended | AUCC | Credits | |
CHEM 113 | General Chemistry II | X | 3 | ||
CHEM 114 | General Chemistry Lab II | X | 1 | ||
CO 150 | College Composition (GT-CO2) | 1A | 3 | ||
LIFE 201B | Introductory Genetics: Molecular/Immunological/Developmental (GT-SC2) | X | 3A | 3 | |
LIFE 203 | Introductory Genetics Laboratory | X | 2 | ||
MATH 255 | Calculus for Biological Scientists II | X | 1B | 4 | |
Total Credits | 16 | ||||
Sophomore | |||||
Semester 3 | Critical | Recommended | AUCC | Credits | |
CHEM 341 | Modern Organic Chemistry I | X | 3 | ||
LIFE 210 | Introductory Eukaryotic Cell Biology | X | 3 | ||
LIFE 212 | Introductory Cell Biology Laboratory | X | 2 | ||
AUCC Category 3 courses | 3B, 3C, 3D | 6 | |||
Elective | 2 | ||||
Total Credits | 16 | ||||
Semester 4 | Critical | Recommended | AUCC | Credits | |
CHEM 343 | Modern Organic Chemistry II | X | 3 | ||
CHEM 344 | Modern Organic Chemistry Laboratory | X | 2 | ||
CS 152 | Python for STEM | X | 2 | ||
CS 162 | CS1--Introduction to Java Programming | X | 2 | ||
STAT 158 | Introduction to R Programming | X | 1 | ||
Diversity, Equity, and Inclusion | 1C | 3 | |||
Total Credits | 13 | ||||
Junior | |||||
Semester 5 | Critical | Recommended | AUCC | Credits | |
BC 401 | Comprehensive Biochemistry I | X | 4A | 3 | |
BC 404 | Comprehensive Biochemistry Laboratory | X | 4B | 2 | |
BZ 360 | Bioinformatics and Genomics | X | 4 | ||
CS 220 | Discrete Structures and their Applications | X | 4 | ||
STAT 315 | Intro to Theory and Practice of Statistics | X | 3 | ||
Total Credits | 16 | ||||
Semester 6 | Critical | Recommended | AUCC | Credits | |
BC 403 | Comprehensive Biochemistry II | X | 4B | 3 | |
DSCI 235 | Data Wrangling | X | 2 | ||
Select one course from the following: | 3 | ||||
Writing Arguments (GT-CO3) | X | 2 | |||
Writing in the Disciplines: Sciences (GT-CO3) | X | 2 | |||
Writing in Digital Environments (GT-CO3) | X | 2 | |||
Strategic Writing and Communication (GT-CO3) | X | 2 | |||
Select one course from the following: | 2-3 | ||||
Investigative Biochemistry: Protein Biochemistry | X | ||||
Mentored Research | X | ||||
Internship | X | ||||
Independent Study | X | ||||
Group Study | X | ||||
Select one course from the following: | 5 | ||||
General Physics I (GT-SC1) | X | 3A | |||
Physics for Scientists and Engineers I (GT-SC1) | X | 3A | |||
Total Credits | 15-16 | ||||
Senior | |||||
Semester 7 | Critical | Recommended | AUCC | Credits | |
BC 411 | Physical Biochemistry | X | 4 | ||
BC 463 | Molecular Genetics | X | 3 | ||
BC 493 | Senior Seminar | X | 4A,4C | 1 | |
STAT 341 | Statistical Data Analysis I | X | 3 | ||
AUCC Category 3 courses | 3B, 3C, 3D | 3 | |||
Total Credits | 14 | ||||
Semester 8 | Critical | Recommended | AUCC | Credits | |
BC 465 | Molecular Regulation of Cell Function | X | 3 | ||
DSCI 335 | Inferential Reasoning in Data Analysis | X | 3 | ||
Select one course from the following: | 3 | ||||
Thesis: Laboratory Research-Based | X | 4C | |||
Thesis: Literature Based | X | 4C | |||
AUCC Category 3 courses | X | 3B, 3C, 3D | 3 | ||
Electives | X | 2-3 | |||
The benchmark courses for the 8th semester are the remaining courses in the entire program of study. | X | ||||
Total Credits | 14-15 | ||||
Program Total Credits: | 120 |