This is the second of a two-semester gateway course on programming, data analysis, and data science in Python. This semester will focus on big data, machine learning, and artificial intelligence and we will dive deeper into the practical applications of these data science methodologies using real-world data. Topics covered include supervised and unsupervised machine learning, decision trees, random forests, neural networks, and deep learning. Some modern methods such as transformers and generative AI will also be discussed. Finally, we will explore effective ways of using AI chatbots such as ChatGPT for efficiently building software.

This is the second of a two-semester gateway course on programming, data analysis, and data science in Python. This semester will focus on big data, machine learning, and artificial intelligence and we will dive deeper into the practical applications of these data science methodologies using real-world data. Topics covered include supervised and unsupervised machine learning, decision trees, random forests, neural networks, and deep learning. Some modern methods such as transformers and generative AI will also be discussed. Finally, we will explore effective ways of using AI chatbots such as ChatGPT for efficiently building software.

Vibrations and waves on a string and in other media. Electromagnetic waves including optical phenomena such as refraction, interference and diffraction. Introduction to special relativity including time dilation, length contraction, simultaneity, Lorentz transforms and relativistic energy and momentum. Laws of thermodynamics, gas laws and heat engines. Students are encouraged but not required to take Math 2400 concurrently or in advance.

The topics of this calculus-based course are electric and magnetic fields; Coulomb's, Gauss's, Ampere's, and Faraday's laws; DC and AC circuits; Maxwell's equations and electromagnetic radiation. Credit is awarded for only one of the following courses. PHYS 0009, PHYS 0102, PHYS 0151, PHYS 0171. Students with AP or Transfer Credit for PHYS 0102 or PHYS 0151 who complete PHYS 0151 will thereby surrender the AP or Transfer Credit. Prerequisite: Students in PHYS 0151 should already have taken MATH 1410 or the equivalent, or betaking it simultaneously with PHYS 0151.

The topics of this calculus-based course are electric and magnetic fields; Coulomb's, Gauss's, Ampere's, and Faraday's laws; DC and AC circuits; Maxwell's equations and electromagnetic radiation. Credit is awarded for only one of the following courses. PHYS 0009, PHYS 0102, PHYS 0151, PHYS 0171. Students with AP or Transfer Credit for PHYS 0102 or PHYS 0151 who complete PHYS 0151 will thereby surrender the AP or Transfer Credit. Prerequisite: Students in PHYS 0151 should already have taken MATH 1410 or the equivalent, or betaking it simultaneously with PHYS 0151.

The topics of this calculus-based course are electric and magnetic fields; Coulomb's, Gauss's, Ampere's, and Faraday's laws; DC and AC circuits; Maxwell's equations and electromagnetic radiation. Credit is awarded for only one of the following courses. PHYS 0009, PHYS 0102, PHYS 0151, PHYS 0171. Students with AP or Transfer Credit for PHYS 0102 or PHYS 0151 who complete PHYS 0151 will thereby surrender the AP or Transfer Credit. Prerequisite: Students in PHYS 0151 should already have taken MATH 1410 or the equivalent, or betaking it simultaneously with PHYS 0151.

The topics of this calculus-based course are electric and magnetic fields; Coulomb's, Gauss's, Ampere's, and Faraday's laws; DC and AC circuits; Maxwell's equations and electromagnetic radiation. Credit is awarded for only one of the following courses. PHYS 0009, PHYS 0102, PHYS 0151, PHYS 0171. Students with AP or Transfer Credit for PHYS 0102 or PHYS 0151 who complete PHYS 0151 will thereby surrender the AP or Transfer Credit. Prerequisite: Students in PHYS 0151 should already have taken MATH 1410 or the equivalent, or betaking it simultaneously with PHYS 0151.

The topics of this calculus-based course are electric and magnetic fields; Coulomb's, Gauss's, Ampere's, and Faraday's laws; DC and AC circuits; Maxwell's equations and electromagnetic radiation. Credit is awarded for only one of the following courses. PHYS 0009, PHYS 0102, PHYS 0151, PHYS 0171. Students with AP or Transfer Credit for PHYS 0102 or PHYS 0151 who complete PHYS 0151 will thereby surrender the AP or Transfer Credit. Prerequisite: Students in PHYS 0151 should already have taken MATH 1410 or the equivalent, or betaking it simultaneously with PHYS 0151.

The topics of this calculus-based course are electric and magnetic fields; Coulomb's, Gauss's, Ampere's, and Faraday's laws; DC and AC circuits; Maxwell's equations and electromagnetic radiation. Credit is awarded for only one of the following courses. PHYS 0009, PHYS 0102, PHYS 0151, PHYS 0171. Students with AP or Transfer Credit for PHYS 0102 or PHYS 0151 who complete PHYS 0151 will thereby surrender the AP or Transfer Credit. Prerequisite: Students in PHYS 0151 should already have taken MATH 1410 or the equivalent, or betaking it simultaneously with PHYS 0151.

The topics of this calculus-based course are electric and magnetic fields; Coulomb's, Gauss's, Ampere's, and Faraday's laws; DC and AC circuits; Maxwell's equations and electromagnetic radiation. Credit is awarded for only one of the following courses. PHYS 0009, PHYS 0102, PHYS 0151, PHYS 0171. Students with AP or Transfer Credit for PHYS 0102 or PHYS 0151 who complete PHYS 0151 will thereby surrender the AP or Transfer Credit. Prerequisite: Students in PHYS 0151 should already have taken MATH 1410 or the equivalent, or betaking it simultaneously with PHYS 0151.