Summer Term Undergraduate Courses

An introduction to basic concepts, techniques, and major computer software packages in applied statistics and data analysis. Topics include numerical descriptive statistics, observations and variables, sampling distributions, statistical inference, linear regression, multiple regression, design of experiments, nonparametric methods, and sample surveys. Real-life data sets are used in lectures and computer assignments. Intensive use of statistical packages such as R to analyze data.

Prerequisite: EN.553.112 (Stastical Analysis II) or EN.553.310 (Probability & Stastics for Phyisical Sciences & Engineering) or EN.553.311 (Intermediate Probability & Stastistics) or EN.553.420 (Probability) OR EN.553.421 (Honors Probability).

Students may receive credit for EN.550.413/EN.553.413 (Applied Stastics & Data Analysis I) or EN.553.613 Applied Stastics & Data Analysis I--graduate degree version), but not both.

The course will cover Bayesian methods for exploratory data analysis. The emphasis will be on applied data analysis in various disciplines. We will consider a variety of topics, including introduction to Bayesian inference, prior and posterior distribution, hierarchical models, spatial models, longitudinal models, models for categorical data and missing data, model checking and selection, computational methods by Markov Chain Monte Carlo using R or Matlab. We will also cover some nonparametric Bayesian models if time allows, such as Gaussian processes and Dirichlet processes.

Prerequisites: EN.553.420/620 (Probability) or EN.553.421 (Honors Probability) AND EN.553.430/630 (Mathematical Statistics) or EN.553.431 (Honors Mathematical Statistics).

This course examines both the evolution and mechanisms of hormonal effects on behavior across animals, including humans. Topics will include the effects of hormones on sexual differentiation, reproductive behavior, parental behavior, stress, and social behavior. Additionally, this course emphasizes developing skills in hypothesis testing and critically assessing the scientific literature. Cross-listed with Behavioral Biology and Neuroscience.

Prerequisite: Introductory or advanced courses in biology and an introductory course in neuroscience (e.g. Foundations of Brain Behavior and Cognition) are highly recommended for success in this course.

The molecules responsible for the life processes of animals, plants, and microbes will be examined. The structures, biosynthesis, degradation, and interconversion of the major cellular constituents, including carbohydrates, lipids, proteins, and nucleic acids will illustrate the similarity of the biomolecules and metabolic processes involved in diverse forms of life.

This course is open to Sophomores, Juniors, and Seniors only.

Prerequisite: AS.030.205 (Introductory Organic Chemistry I) or AS.030.212 (Honors Organic Chemistry II with Applications in Biochemistry or Medicine) or EN.540.202 (Introduction to Chemical & Biological Process Analysis); the prerequisite may be taken concurrently with AS.020.305.

This is a two-course sequence in the differential and integral calculus of functions of one independent variable. Topics include the basic analytic geometry of graphs of functions and their limits, integrals and derivatives, including the Fundamental Theorem of Calculus. Also, some applications of the integral, like arc length and volumes of solids with rotational symmetry, are discussed. Applications to the physical sciences and engineering will be a focus of this course as this sequence of courses is designed to meet the needs of students in these disciplines.

This is a course in the calculus of functions of more than one independent variable. Topics include the analytic geometry of the graphs of either scalar or vector-valued functions, limits, continuity, partial derivatives and their applications, including optimization, multiple integrals, including line and surface integrals, and the big three theorems of Green, Stokes, and Gauss.

Prerequisite: AS.110.107 (Calculus II for Biological and Social Sciences) or AS.110.109 (Calculus II for Physical Sciences and Engineering) or AS.110.113 (Honors Single Variable Calculus) or an Advanced Placement BC score of 5.

This course dives into the fascinating intersection of art and chemistry, exploring how chemical principles influence artistic techniques and materials. Students will gain a deeper understanding of the science behind pigments, dyes, and other artistic mediums while engaging in hands-on experiments and creative projects with local artists. 

Prerequisite: High School Chemistry.

This course introduces fundamental programming concepts and techniques, and is intended for all who plan to develop computational artifacts or intelligently deploy computational tools in their studies and careers. Topics covered include the design and implementation of algorithms using variables, control structures, arrays, functions, files, testing, debugging, and structured program design. Elements of object-oriented programming. algorithmic efficiency and data visualization are also introduced. Students deploy programming to develop working solutions that address problems in engineering, science and other areas of contemporary interest that vary from section to section. Course homework involves significant programming. Attendance and participation in class sessions are expected.

Prerequisite: Students may not have earned credit in the following courses: EN.500.113 (Gateway Computing: Python), EN.500.114 (Gateway Computing: Matlab), EN.500.202 (Computation and Programming for Materials Scientists and Engineers), EN.500.132 (Bootcamp: JAVA), EN.500.133 (Bootcamp: Python), or EN.500.134 (Bootcamp: Matlab).

This course introduces fundamental programming concepts and techniques, and is intended for all who plan to develop computational artifacts or intelligently deploy computational tools in their studies and careers. Topics covered include the design and implementation of algorithms using variables, control structures, arrays, functions, files, testing, debugging, and structured program design. Elements of object-oriented programming. algorithmic efficiency and data visualization are also introduced. Students deploy programming to develop working solutions that address problems in engineering, science and other areas of contemporary interest that vary from section to section. Course homework involves significant programming. Attendance and participation in class sessions are expected.

Prerequisite: Students may not have earned credit in the following courses: EN.500.112 (Gateway Computing: JAVA), EN.500.114 (Gateway Computing: Matlab), EN.500.202 (Computation and Programming for Materials Scientists and Engineers), EN.500.132 (Bootcamp: JAVA), EN.500.132 (Bootcamp: JAVA), or EN.500.134 (Bootcamp: Matlab).

This two-semester sequence in calculus-based general physics is identical in subject matter to AS.171.101-AS.171.102, covering mechanics, heat, sound, electricity and magnetism, optics, and modern physics, but differs in instructional format. Rather than being presented via lectures and discussion sections, it is instead taught in an "active learning" style with most class time given to small group problem-solving guided by instructors.

Recommended Corequisites: AS.173.111 (General Physics Laboratory I) AND either AS.110.106 (Calculus I For Biology and Social Sciences) or AS.110.108 (Calculus I For Physical Sciences and Engineering) or AS.110.113 (Honors Single Variable Calculus).

This course is the second semester of a two-semester sequence in calculus-based general phyiscs identical in subject matter to AS.171.101-AS.171.102, covering mechanics, heat, sound, electricity and magnetism, optics, and modern physics, but differs in instructional format. Rather than being presented via lectures and discussion sections, it is instead taught in an "active learning" style with most class time given to small group problem-solving guided by instructors. 

Recommended Course Background: C- or better in AS.171.101 (General Physics: Physical Science Major I) OR AS.171.103 (General Physics I for Biological Science Majors) or AS.171.105 (Classical Mechanics 1) OR AS.171.107 [General Physics for Physical Science Majors (AL) I] OR or the first semester of EN.530.123 (Introduction to Mechanics I).

Prerequisite: Students must have taken or be concurrently enrolled in AS.110.107 (Calculus II for Biology and Social Sciences) OR AS.110.109 (Calculus II for Physical Sciences and Engineering) OR AS.110.211 (Honors Multivariable Calculus) OR AS 110.113 (Honors Single Variable Calculus).

Experiments are chosen from both physical and biological sciences and are designed to give students background in experimental techniques as well as to reinforce physical principles.

Prerequisite: Students must have taken or be concurrently enrolled in either AS.171.101 (General Physics: Physical Science Majors I) OR AS.171.103 (General Physics I for Biological Science Majors) OR AS.171.105 (Classical Mechanics I) OR AS.171.107 [General Physics for Physical Science Majors (AL) I] OR EN.553.123 (Introduction to Mechanics). Students must have completed Lab Safety training prior to registering for this class. To access the tutorial, login to myLearning and enter 458083 in the Search box to locate the appropriate module

Experiments are chosen from both physical and biological sciences and are designed to give students background in experimental techniques as well as to reinforce physical principles. Recommended Course Background: AS.173.111.

Prerequisites: Students must have completed or be concurrently enrolled in either AS.171.102 (General Physics: Physical Science Majors II) OR AS.171.104 (General Physics: Biology Majors II) OR AS.171.106 Electricity & Magnetism I) OR AS.171.108 [General Physics for Physical Science Majors (AL) II] OR EN.530.123 (Classical Mechanics I). Students must have completed Lab Safety training prior to registering for this class. To access the tutorial, login to myLearning and enter 458083 in the Search box to locate the appropriate module.

This course will be at the same technical level as EN.553.310. Students are encouraged to consider EN.553.420-430 instead. Combinatorial probability, independence, conditional probability, random variables, expectation and moments, limit theory, estimation, confidence intervals, hypothesis testing, tests of means and variances, and goodness-of-fit will be covered. Recommended Course Corequisite: AS.110.202.

Prerequisite: AS.110.109 (Calculus II For Physical Sciences and Engineering) or AS.110.113 (Honors Single Variable Calculus).

Statistics Sequence restriction: Students who have completed any of these courses may not register: EN.553.310 (Probability & Statistics for the Physical Sciences and Engineering) or EN.553.420 (Introduction to Probability) or EN.553.421 (Honors Introduction to Probability) or EN.553.430 (Introduction to Statistics) or EN.560.348 (Probability & Statistics in Civil Engineering).

Recent scientific evidence shows that our brain has a great deal of malleability at any age and that our lifestyle choices play an important role in shrinking or growing different parts of our brain. Factors such as poor sleep, obesity, anxiety, and poor diet lead to accumulating shrinkage in the brain while even three months of exercise, brain training, meditation, and optimal sleep can grow the brain. You can learn to apply these new discoveries into your day-to-day life in order to improve your memory, attention, organizational skills, and overall brain vitality. Much of your learning in this course will happen during classes. Each lecture is followed by a 10-minute engaging and fun discussion session to make sure you have grasped the main concepts for that presentation.

This course will provide a fundamental understanding of the mammalian nervous system, with an emphasis on how molecules, cells, circuits, and systems in the brain work to promote behavior and cognition. Topics covered in this course include the function of nerve cells, signaling between brain networks, basic neuroanatomy, and the neural bases of movement, sensation, and memory. This course is designed for any student who has an interest in the range of disciplines we call neuroscience.

The fundamental principles of chemistry, including atomic and molecular structure, bonding, elementary thermodynamics, equilibrium and acids and bases, are introduced in this course. Can be taken with Introductory Chemistry Laboratory – I unless lab has been previously completed. Note: Students taking this course and Laboratory 030.105 may not take any other courses in the summer sessions at the same time and should devote their full time to these subjects. High school physics and calculus are strongly recommended as prerequisites. First and second terms must be taken in sequence. Students not enrolled in college (unless they are rising freshmen) may not take this course.

Continuation of AS.030.101 emphasizing chemical kinetics, chemical bonding. Topics: energy levels and wave functions for particle-in-a-box and hydrogen atom and approximate wave functions for molecules including introduction to hybrid orbitals. Note: Students taking this course and Laboratory 030.105-106 may not take any other course in the summer sessions at the same time and should devote their full time to these subjects. High school physics and calculus are strongly recommended as prerequisites. First and second terms must be taken in sequence.

Prerequisite: C- or better in AS.030.101 (Introductory Chemistry I). Students enrolled in AS.030.103 (Applied Chemical Equilibrium and Reactivity with Lab) may not enroll in or receive credit for AS.030.102.

The experiments in this course are designed to support the learning of topics taught in AS.030.101 alongside developing your basic laboratory skills. They will provide students with a visual understanding of some of the key concepts of general chemistry and practice applying concepts to experimental procedures, observations, and results. Open only to those who are registered for or have successfully completed Introductory Chemistry 030.101. 

Prerequisites: Students must have completed or be enrolled in AS.030.101 (Introductory Chemistry I) in order to register for AS.030.105. Students enrolled in AS.030.103 (Applied Chemical Equilibrium and Reactivity w/Lab) may not enroll in or receive credit for AS.030.105. Students must have completed Lab Safety training prior to registering for this class. To access the tutorial, login to myLearning and enter 458083 in the Search box to locate the appropriate module.

Laboratory work includes some quantitative analysis and the measurement of physical properties. Open only to those who are registered for or have completed Introductory Chemistry II (AS.030.102).

Prerequisites: AS.030.105 (Introductory Chemistry Laboratory I) and AS.030.101 (Introductory Chemistry I). Students enrolled in AS.030.103 (Applied Chemical Equilibrium and Reactivity w/Lab) may not enroll in or receive credit for AS.030.106. Students must have completed Lab Safety training prior to registering for this class. To access the tutorial, login to myLearning and enter 458083 in the Search box to locate the appropriate module.

This course provides an introduction to the fundamental chemistry of the compounds of carbon. Topics include methods of structure determination and synthesis; the mechanisms of typical organic reactions; and the relations between physical and chemical properties and structures. Note: Students taking this course and the laboratory 030.105-106 may not take any other course in the summer sessions and should devote full time to these subjects. First and second terms must be taken in sequence.

Prerequisite: AS.030.102 (Introductory Chemistry II) or AS.030.103 (Applied Equilibrium and Reactivity w/Lab).

Laboratory work includes fundamental laboratory techniques and preparation of representative organic compounds. Open only to those who are registered for or have completed Introductory Organic Chemistry. Introductory Organic Chemistry I/II requires one semester of the laboratory.

Prerequisites: AS.030.205 (Introductory Organic Chemistry I), which can be taken concurrently with AS.305.225 (Introductory Organic Chemistry Laboratory); AND AS.030.102 (Introductory Chemistry II) AND AS.030.106 (Introductory Chemistry Laboratory II) OR AS.030.103 (Applied Equilibrium and Relativity w/Lab). Students must have completed Lab Safety training prior to registering for this class. To access the tutorial, login to myLearning and enter 458083 in the Search box to locate the appropriate module.

Laboratory work includes fundamental laboratory techniques and preparation of representative organic compounds. Open only to those who are registered for or have completed Introductory Organic Chemistry. Introductory Organic Chemistry I/II requires one semester of the laboratory.

Prerequisites: AS.030.205 (Introductory Organic Chemistry I), which can be taken concurrently with AS.305.225 (Introductory Organic Chemistry Laboratory); AND AS.030.102 (Introductory Chemistry II) AND AS.030.106 (Introductory Chemistry Laboratory II) OR AS.030.103 (Applied Equilibrium and Relativity w/Lab). Students must have completed Lab Safety training prior to registering for this class. To access the tutorial, login to myLearning and enter 458083 in the Search box to locate the appropriate module.

This is a course in the study of linear, or vector, spaces and the structure of linear mappings between such spaces. Topics in this course include vector spaces, matrices, and linear transformations, solutions of systems of linear equations, eigenvalues, eigenvectors, and the diagonalization of matrices, along with applications to differential equations.

Prerequisite: AS.110.107 (Calculus II for Biological and Social Science) or AS.110.109 (Calculus II for Physical Sciences and Engineering) or AS.110.113 (Honors Single Variable Calculus) or an Advanced Placement BC score of 5.

Mathematics for Sustainability covers topics in measurement, probability, statistics, dynamics, and data analysis. In this course, students will analyze, visually represent, and interpret large, real data sets from a variety of government, corporate, and non-profit sources. Through local and global case studies, students will engage in the mathematics behind environmental sustainability issues and the debates centered on them. Topics include climate change, natural resource use, waste production, air and water pollution, water scarcity, and decreasing biodiversity. The software package R is used throughout the course.

Prerequisites: Comfort with algebraic expressions and functions. No prior experience in coding is required.