{"id":30,"date":"2022-04-19T21:30:03","date_gmt":"2022-04-19T21:30:03","guid":{"rendered":"https:\/\/peden.ece.uw.edu\/pmp\/?page_id=30"},"modified":"2026-04-11T00:22:36","modified_gmt":"2026-04-11T00:22:36","slug":"pmp-course-history","status":"publish","type":"page","link":"https:\/\/peden.ece.uw.edu\/pmp\/pmp-course-history\/","title":{"rendered":"PMP Course History"},"content":{"rendered":"<h2>2026-27 Course Offerings<\/h2>\n<h3>Autumn 2026 (TENTATIVE)\u00a0<\/h3>\n<ul>\n<li>The Self-Driving Car: Intro to AI for Mobile Robots\u00a0<\/li>\n<li>Data Structures and Algorithms for ECE Applications<\/li>\n<li><span style=\"font-weight: 400\">Analytical Methods for Electrical Engineering<\/span><\/li>\n<li>Digital Systems Design with FPGA\u00a0<\/li>\n<li>Computer Vision: Deep and Classical Methods\u00a0<\/li>\n<li>Computer Systems Security\u00a0<\/li>\n<li>Foundations of Applied Deep Learning<\/li>\n<li>Microwave Engineering<\/li>\n<li>Medical Devices and Digital Transformation<\/li>\n<li>AI\/ Tech Policy<\/li>\n<li>Applied High Performance GPU Computing<\/li>\n<li>Robotics Mentorship Practicum &#8211; 1 and 2 credit EE P 500 seminar<\/li>\n<li>Intellectual Property for Engineers- 2 credit EE P 500 seminar<\/li>\n<\/ul>\n<h2>2025-26 Course Offerings<\/h2>\n<h3>Autumn 2025\u00a0<\/h3>\n<ul>\n<li>The Self-Driving Car: Intro to AI for Mobile Robots (Smith)<\/li>\n<li>Data Structures and Algorithms for ECE Applications (Slaughter)<\/li>\n<li>Machine Learning Operations (MLOps) (Slaughter)<\/li>\n<li>Linear Systems Theory (Bushnell)<\/li>\n<li><span style=\"font-weight: 400\">Analytical Methods for Electrical Engineering (Bonaci)<\/span><\/li>\n<li>Digital Systems Design with FPGA (Makhsous)<\/li>\n<li>Computer Vision: Deep and Classical Methods (Birchfield)<\/li>\n<li>Computer Systems Security (Sahabandu)<\/li>\n<li>Practical Introduction to Deep Learning Applications and Theory (Kim)<\/li>\n<li>Computer Speech Processing (Bilmes)<\/li>\n<li>Radar Remote Sensing (Hegg)<\/li>\n<li>Machine Learning Interview Masterclass- 1 credit EE P 500 seminar (Mohan)<\/li>\n<li>Intellectual Property for Engineers- 2 credit EE P 500 seminar (Probst and Gardner)<\/li>\n<li>Robotics Mentorship Practicum &#8211; 1 and 2 credit EE P 500 seminar (Carlson)<\/li>\n<\/ul>\n<h3>Winter 2026\u00a0<\/h3>\n<ul>\n<li>Large Language Models: From Transformers to ChatGPT (Mohan)<\/li>\n<li>Machine Learning for Cybersecurity (Poovendran)<\/li>\n<li>Embedded and Real Time Systems (Sloss)<\/li>\n<li>Software Engineering for Embedded Applications (Makhsous)<\/li>\n<li>Introduction to Statistical Learning (Bilmes)<\/li>\n<li>Wireless Power Transfer (Yan)<\/li>\n<li>Electric Machines (Nagel)<\/li>\n<li>Introduction to Quantum Algorithms and Software (Mykhailova)<\/li>\n<li>Fundamentals of Robot Manipulation (Kalavakonda)<\/li>\n<li>Applied EM: How the Force of Maxwell\u2019s Equations Drives Circuit Theory and the Rest of Life (Goldstein)<\/li>\n<li><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;555: Data Science for Power Systems (Sahabandu)&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:895,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:14275305},&quot;5&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;6&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;7&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;8&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;9&quot;:1,&quot;11&quot;:4,&quot;12&quot;:0}\">Data Science for Power Systems (Sahabandu)<\/span><\/li>\n<li>The Technological Frontier: Innovation in the Modern Tech Ecosystem (Cwik)<\/li>\n<li>AI Infrastructure: from Devices to Systems- 1 credit EE P 500 seminar (Cheng)<\/li>\n<li>Robotics Mentorship Practicum &#8211; 1 and 2 credit EE P 500 seminar (Carlson)<\/li>\n<\/ul>\n<h3>Spring 2026\u00a0<\/h3>\n<ul>\n<li>Building Blocks of Semiconductor Technology: Diodes, Transistors, and Memory Devices<\/li>\n<li>Mobile Applications for Sensing and Control\u00a0<\/li>\n<li>Tiny Machine Learning for Ultra Low-Power Edge Computing (TinyML)<\/li>\n<li>Privacy-preserving Machine Learning\u00a0<\/li>\n<li>Electric Drives<\/li>\n<li>Designing and Building Smart Internet of Things Devices<\/li>\n<li>Analog Circuits for Sensor Systems<\/li>\n<li>Electromagnetic Compatibility (EMC)<\/li>\n<li>Developing Immersive Experiences for AR\/VR\u00a0<\/li>\n<li>Information Theory\u00a0<\/li>\n<li>Fundamentals of Wireless Communication\u00a0<\/li>\n<li>Introduction to Digital Audio\u00a0<\/li>\n<li>Deep Learning for Embedded Real Time Intelligence\u00a0<\/li>\n<li>Mastering The Systems Modeling Language (SysML) V1: for Model<br \/>Based Systems Engineering (MBSE) and the OMG Certified Systems<br \/>Modeling Professional (OCSMP) Certificates<\/li>\n<li>Intro to Human Robot Interaction- 2 credit EE P 500 seminar\u00a0<\/li>\n<\/ul>\n<h3>Summer 2026\u00a0<\/h3>\n<ul>\n<li>Foundations of Quantum Mechanics and Quantum Computing for Engineers<\/li>\n<li>Entrepreneurship for Electrical and Computer Engineers: From Idea to Startup<\/li>\n<li>Introduction to Privacy Engineering<\/li>\n<li>Network Security and Cryptography\u00a0<\/li>\n<\/ul>\n<h2>2024-25 Course Offerings<\/h2>\n<h3>Autumn 2024\u00a0<\/h3>\n<ul>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-545-1.pdf\">The Self-Driving Car: Intro to AI for Mobile Robots (Faulkner)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-590.pdf\">Data Structures and Algorithms for ECE Applications (Slaughter)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-568.pdf\">Deep Learning for Big Visual Data (Hwang) <\/a>Also view <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/04\/EEP-568-2024-syllabus.pdf\">course slides<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-592-Fall-2024-Radar-Signals-and-Systems-syllabus-R1.pdf\">Radar Signals and Systems (Reynolds)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-502.pdf\"><span style=\"font-weight: 400\">Analytical Methods for Electrical Engineering (Bonaci)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-598-1.pdf\">Digital Systems Design with FPGA (Makhsous)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-524.pdf\">Applied High Performance GPU Computing (Reinhardt)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/syllabus_EEP596_Fall2024.pdf\">Computer Vision: Deep and Classical Methods (Birchfield)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE595_EE569_Course_Plan.pdf\">Wireless Networks for 4G 5G \/ Next Generation Wireless Networks (Yin)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-595.pdf\">Network and Communication Security (Lu)\u00a0<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-596-Practical-Intro-to-DL-Applications-and-Theory-1.pdf\">Practical Introduction to Deep Learning Applications and Theory (Kim)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/EE-P-500C.pdf\">Intellectual Property for Engineers- 1 credit EE P 500 seminar (Probst and Gardner)<\/a><\/li>\n<\/ul>\n<h3>Winter 2025\u00a0<\/h3>\n<ul>\n<li>Large Language Models: From Transformers to ChatGPT (Mohan) <a href=\"https:\/\/bytesizeml.github.io\/llm2025\/\">course website<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/ML-for-Cyber-Syllabus.pdf\">Machine Learning for Cyber Security (Poovendran)<\/a> Also view <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/11\/ML-for-Cyber.pdf\">course slides<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/EE_522-2.pdf\">Embedded and Real Time Systems (Sloss)<\/a>\u00a0Also view <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/Embedded_System-6.pdf\"><em>What is an Embedded System<\/em><\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/Software-Engineering-for-Embedded-Syllabus.pdf\">Software Engineering for Embedded Applications (Makhsous)\u00a0<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/Wireless-Power-Syllabus.pdf\">Wireless Power Transfer (Smith)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/SciVis-Syllabus.pdf\">GPU-Accelerated Interactive Scientific Visualization Techniques (SciVis) (Reinhardt)<\/a> Also view <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/SciVis-Flyer.pdf\">course flyer<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/557-Syllabus.pdf\">Dynamics of Controlled Systems (Nagel)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/Quantum-Syllabus.pdf\">Introduction to Quantum Hardware (Parsons)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/MBR-Systems-Engineering.pdf\">Model-based Representations for Systems Engineering (Kimberly)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/EEP-592-syllabus-W25.pdf\">Applied EM: How the Force of Maxwell\u2019s Equations Drives Circuit Theory and the Rest of Life (Goldstein)<\/a> Also view <a href=\"https:\/\/drive.google.com\/file\/d\/12uJINl5Lw6GVBCJGAdbFIGJEbXeoMDZR\/view\">course video<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/Matrix-to-Machine-Syllabus.pdf\"><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Matrix to Machine: GPU Hardware Design on FPGA for AI (Sadasivan)&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:893,&quot;3&quot;:{&quot;1&quot;:0},&quot;5&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;6&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;7&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;8&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;9&quot;:1,&quot;11&quot;:4,&quot;12&quot;:0}\">Matrix to Machine: GPU Hardware Design on FPGA for AI (Sadasivan)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/Data-Science-for-PS-Syllabus.pdf\"><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;555: Data Science for Power Systems (Sahabandu)&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:895,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:14275305},&quot;5&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;6&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;7&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;8&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;9&quot;:1,&quot;11&quot;:4,&quot;12&quot;:0}\">Data Science for Power Systems (Sahabandu)<\/span><\/a><\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Spring 2025\u00a0<\/h3>\n<ul>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/DSA-Syllabus_Spring_2025.pdf\">Data Structures and Algorithms for ECE Applications (Slaughter)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/PMP-Anantram-Spring-2025.pdf\">CHIPS Revolution: Semiconductor-based Diodes, Transistors, and Memory Devices (Anantram)<\/a><\/li>\n<li>Mobile Applications for Sensing and Control (Makhsous)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/EEP564-TinyML-SPR-25-Syllabus.pdf\">Tiny Machine Learning for Ultra Low-Power Edge Computing (TinyML) (Sahabandu)<\/a> Also view course <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/EEP564-TinyML-SPR-25-Slides.pdf\">slides<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2026\/02\/PPML-syllabus.pdf\">Privacy-preserving Machine Learning (Bonaci)\u00a0<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/Spr2025_Advanced-GPU-Computing-Visualization-for-3D-Learning-Curriculum.pdf\"><span data-sheets-root=\"1\">Advanced GPU Computing and Visualization for 3D Learning (Reinhardt)<\/span><\/a> Also view course <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/Reinhardt__Adv-GPU-ComputeViz-for-3D-Learning_Course__15-Feb-2025.pdf\">slide<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/advanced-computer-controlled-systems-2025-2.pdf\"><span data-sheets-root=\"1\">Computer Control of Machines &amp; Processes (Nagel) <\/span><\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/EE-P-590-C-course-flyer.pdf\">Embedded Systems Design with ESP32 and Parallel Computing (Makhsous)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/Comp-Arch-Course_information.pdf\"><span data-sheets-root=\"1\">Architecting Tomorrow\u2019s Computers: A Focus on RISC-V and SystemVerilog (Hameed)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/EEP592A_Spring2025_Syllabus_Sharawi.pdf\"><span data-sheets-root=\"1\">Electromagnetic Compatibility (EMC) (Sharawi)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/EE-P-590G-Developing-Immersive-Experiences-for-AR_VR-Syllabus.pdf\">Developing Immersive Experiences for AR\/VR (Akers)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/ee512_graphs_in_ml_flyer_2025_to_distribute.pdf\">Graphs in Machine Learning (Bilmes)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/ML_interview_masterclass.pdf\">Machine Learning Interview Masterclass- 1 credit EE P 500 seminar (Mohan)<\/a><\/li>\n<\/ul>\n<h3>Summer 2025\u00a0<\/h3>\n<ul>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/08\/EE-P-521-A-Su-25.pdf\">Foundations of Quantum Mechanics and Quantum Computing for Engineers (Anantram)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/08\/EE-P-581-Su-25.pdf\">Entrepreneurship for Electrical and Computer Engineers: From Idea to Startup (Makhsous)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/08\/Privacy_Engineering_Syllabus_Summer_2025.pdf\">Introduction to Privacy Engineering (Bonaci)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/04\/Syllabus_UW_eepmp_algos_DRAFT.pdf\">Algorithms for ECE Applications (Slaughter)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/08\/E-E-595-A-Su-25.pdf\">Network Security and Cryptography (Sahabandu)<\/a><\/li>\n<\/ul>\n<h2>2023-24 Course Offerings<\/h2>\n<h3>Autumn 2023<\/h3>\n<ul>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/04\/545-Final-Syllabus.pdf\">The Self-Driving Car: Intro to AI for Mobile Robots (Smith)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/05\/uw_ece_XXX_fall2023.pdf\">Data Structures and Algorithms for ECE Applications (Slaughter)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/05\/Course-Outline-Machines-and-Drives.pdf\">Machines and Drives (Nagel)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/05\/EE-P-568-A-Au-23.pdf\">Deep Learning for Big Visual Data (Hwang)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/05\/Reynolds_EE-P-572_Microwave-Circuit-Design-Fall-2023.pdf\">Microwave Engineering (Reynolds)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/04\/EEP_502_A_Syllabus_Autumn_2023.pdf\"><span style=\"font-weight: 400\">Analytical Methods for Electrical Engineering (Bonaci)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/04\/Fall-23-FPGA-syllabus.pdf\">Digital Systems Design with FPGA (Makhsous)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT21-Sensors-and-Sensor-Systems-Li.pdf\">Optical Sensors and Devices (Li)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/04\/syllabus_EEP596_Fall2023.pdf\">Computer Vision: Deep and Classical Methods (Birchfield)<\/a><\/li>\n<li><a href=\"https:\/\/docs.google.com\/document\/d\/1xg_gbGZZ8avPx9mK6ImZ7OtVm3O5QGtw8xpneZcjWb4\/edit?usp=sharing\">Business Leadership for Engineers (Hamilton)<\/a><\/li>\n<\/ul>\n<h3>Winter 2024\u00a0<\/h3>\n<ul>\n<li><a href=\"https:\/\/www.ece.uw.edu\/wp-content\/uploads\/2023\/07\/LLM.pdf\">Large Language Models: From Transformers to ChatGPT (Mohan)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/EE-P-567-Final-Syllabus.pdf\">Machine Learning for Cyber Security (Poovendran)<\/a> Also view <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/10\/ML4Cyber-W2024.pdf\">course slides<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/10\/EE_522-3.pdf\">Embedded and Real Time Systems (Sloss)<\/a> Also view <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/10\/Embedded_System-5.pdf\"><em>What is an Embedded System<\/em><\/a> and <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/11\/HW_EE522_2024_v2.pdf\">hardware requirements<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/10\/EEP-592-syllabus-W24-Goldstein.pdf\">Applied EM: How the Force of Maxwell\u2019s Equations Drives Circuit Theory and the Rest of Life (Goldstein)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/EE-P-520-Final-Syllabus-1.pdf\">Software Engineering for Embedded Applications (Makhsous)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/11\/syllabus.pdf\">Analog Circuits for Sensor Systems (Hameed)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/EE-559-Wireless-Power-Final-Syllabus.pdf\">Wireless Power Transfer (Smith)<\/a>\u00a0<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/11\/EE-559-EVDD-Winter-23-Draft.docx.pdf\">Electric Vehicle Development and Design (Cheng)<\/a><\/li>\n<\/ul>\n<h3>Spring 2024\u00a0<\/h3>\n<ul>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/01\/PMP-Anantram-Spring-202401-29-2024.pdf\">CHIPS Revolution: Semiconductor-based Diodes, Transistors, and Memory Devices (Anantram)<\/a> Also view <a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/03\/PMP-Anantram-Spring-2024-additional-info-1.pdf\">course announcement\u00a0<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/01\/2024Spring-EEP-547-syllabus.pdf\">Linear Systems Theory (Bushnell)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/EE-P-523-Final-Syllabus.pdf\">Mobile Applications for Sensing and Control (Makhsous)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/02\/EE506-PMP-syllabus-2024.pdf\">Fundamentals of Wireless Communication (Ritcey)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/02\/EEP596-TinyML-Spring24-Syllabus.pdf\">TinyML (Sahabandu)<\/a> also check out the\u00a0<a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/02\/EEP596-TinyML-Spring24-Slides.pdf\">overview slides<\/a>\u00a0and a\u00a0<a href=\"https:\/\/www.ece.uw.edu\/spotlight\/pmp-tinyml-2023\/\">feature story<\/a>\u00a0on the class!<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/02\/PMP-EE518-Syllabus-Spring-2024.pdf\">Signal Processing: Deep and Classical Methods (Atlas)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/PPML_Syllabus_Spring_2024.pdf\">Privacy-preserving Machine Learning (Bonaci)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/02\/Syllabus-Antennas-Spring-2024.pdf\">Antennas (Garman)<\/a><\/li>\n<li><a href=\"https:\/\/sites.google.com\/uw.edu\/hipgpuprogramming\/home\">Applied Parallel Programming on GPU (Sadasivan)<\/a><\/li>\n<\/ul>\n<h3>Summer 2024\u00a0<\/h3>\n<ul>\n<li>Introduction to Privacy Engineering (Bonaci)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/01\/PMP-598-Syllabus.pdf\">Engineering Project Management (Mamishev)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/05\/EE598-Quantum-Mechanics-and-Computing-Summer-2024.pdf\">Quantum\u00a0Mechanics and\u00a0Quantum\u00a0Computing Basics for Engineers <\/a><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/04\/EE598-Quantum-Mechanics-and-Computing-Summer-2024.pdf\"> (Anantram)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/01\/Entrepreneurship.pdf\">Entrepreneurship for Electrical and Computer Engineers: From Idea to Startup (Makhsous)<\/a><\/li>\n<\/ul>\n<h2>2022-23 Course Offerings<\/h2>\n<h3>Autumn 2022<\/h3>\n<ul>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/08\/EE-P-545-A-Au-21_-The-Self-Driving-Car_-Intro-To-AI-For-Mobile-Robots-2.pdf\">The Self-Driving Car: Intro to AI for Mobile Robots (Smith)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/dynamicsofcontrolledsystems2019.pdf\">Dynamics of Controlled Systems (Nagel)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/BVD-Syllabus.pdf\">Deep Learning for Big Visual Data (Hwang<\/a>)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/12\/EEP524A-Applied-GPU-Computing_Reinhardt_Syllabus_Fall22-1.docx-1.pdf\">Applied High-Performance GPU Computing (Reinhardt)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/04\/EE-P-592-Fall-2022-Radar-Signals-and-Systems-syllabus-R2.pdf\">Radar Signals And Systems Fall 2022 (Reynolds)<\/a><\/li>\n<li><span style=\"font-weight: 400\">EE P 502: Analytical Methods for Electrical Engineering (Bonaci)<\/span><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/08\/Computer-Vision-Fall-22.pdf\"><span style=\"font-weight: 400\">EE 596:Computer Vision (Mohan)<\/span><\/a> Also view <a href=\"https:\/\/bytesizeml.github.io\/cv2022\/\">Course Webpage\u00a0<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/08\/EE598-Fall22.pdf\" target=\"\" rel=\"noopener\">Digital Systems Design with FPGA (Makhsous)<\/a><\/li>\n<\/ul>\n<h3>Winter 2023<\/h3>\n<ul>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/08\/Intro-to-ML-WIN23.pdf\">Advanced Introduction to Machine Learning (Mohan) <\/a>\u00a0Also view <a href=\"https:\/\/bytesizeml.github.io\/ml2023\">Course Webpage<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/EE-P-595.pdf\">Machine Learning for Cyber Security (Poovendran)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/EE_522-5.pdf\">Embedded and Real Time Systems (Sloss)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/EEP-592-syllabus-W23-1.pdf\">Applied EM: How the Force of Maxwell\u2019s Equations Drives Circuit Theory and the Rest of Life (Goldstein)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/SciVis-Wi-23-Final-Syllabus-1.pdf\">GPU-Accelerated Interactive Scientific Visualization Techniques (SciVis) (Reinhardt)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2025\/02\/Natural-Language-Processing.pdf\">Natural Language Processing (Bhagavatula)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/Model-Based-Representations-for-Systems-Engineering-Final-Syllabus.pdf\">Model-based Representations for Systems Engineering (Kimberly)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/EE-P-520.pdf\">Software Engineering for Embedded Applications (Makhsous)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/11\/EE-538-Analog-Circuits-for-Sensor-Systems-I.pdf\">Analog Circuits for Sensor Systems (Hameed)<\/a><\/li>\n<\/ul>\n<h3>Spring 2023\u00a0<\/h3>\n<ul>\n<li>Deep Learning for Embedded Real Time Intelligence (Shi)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/10\/EE555-1.pdf\">Data Science for Power Systems (Zhang)\u00a0<\/a>Also view <a href=\"https:\/\/zhangbaosen.github.io\/teaching\/EE555\">course page<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/12\/Spring-23-GPU.pdf\">GPU-Accelerated Computing + Visualization (Reinhardt)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/Syllabus_EE527.pdf\">Microfabrication (Li)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/EEP598_CSEP590_NeuralDevicesSystemsComputation_Syllabus.pdf\">Neural Devices, Systems, and Computation (Herron)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/Syllabus-Antennas-Spring-2023_abbreviated-1.pdf\">Antennas (Garman)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/EEP-523-Course-Description.pdf\">Mobile Applications for Sensing and Control (Makhsous)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/TinyML-S2023-1.pdf\">TinyML (Poovendran)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/01\/PPML_Syllabus_Spring_2023.pdf\">Privacy-preserving Machine Learning (Bonaci)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/02\/PMP-EE518-Syllabus-Spring-2023.pdf\">Digital Signal Processing (Atlas)<\/a><\/li>\n<\/ul>\n<h3>Summer 2023\u00a0<\/h3>\n<ul>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/09\/Privacy_Engineering_Syllabus_Summer_2023.pdf\">Introduction to Privacy Engineering (Bonaci)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/05\/EE-P-598-PM-2023-Syllabus.pdf\">Engineering Project Management (Mamishev)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2023\/09\/EE598-Quantum-Mechanics-and-Computing-Summer-2022.docx\">Quantum\u00a0Mechanics and\u00a0Quantum\u00a0Computing Basics for Engineers (Anantram)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/04\/598-Syll-1.pdf\">Entrepreneurship for Electrical and Computer Engineers: From Idea to Startup (Makhsous)<\/a><\/li>\n<\/ul>\n<h2>2021-22 Course Offerings<\/h2>\n<h3 class=\"wp-block-heading\"><strong>Autumn 2021<\/strong><\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/BVD-Syllabus.pdf\">Deep Learning for Big Visual Data (Hwang<\/a>)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EE-P-545-A-Au-21_-The-Self-Driving-Car_-Intro-To-AI-For-Mobile-Robots-1.pdf\">The Self-Driving Car: Intro to AI for Mobile Robots (Smith)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT-21-Computer-Vision-Classical-and-Deep-Methods-Birchfield.pdf\" data-type=\"URL\" data-id=\"birchfield\">Computer Vision: Classical and Deep Methods (Birchfield)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT21_Radar-and-Imaging-Techniques-Kuga.pdf\">Microwave Engineering (Kuga)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT21-Sensors-and-Sensor-Systems-Li.pdf\">Optical Sensors and Systems (Li)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT21-Fundamentals-of-Robot-Manipulation-Hannaford.pdf\">Models of Robot Manipulation (Hannaford)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT-21-Analytical-Methods-in-Electrical-Engineering-Bonaci.pdf\">Analytical Methods in Electrical Engineering (Bonaci)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/11\/EE-538-Analog-Circuits-for-Sensor-Systems-I.pdf\" target=\"\" rel=\"noopener\">\u00a0Analog Circuits For Sensor Systems I (Martinez)<\/a><\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><strong>Winter 2022<\/strong><\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/WIN-22-Advanced-Introduction-to-Machine-Learning-Mohan.pdf\">Advanced Introduction to Machine Learning (Mohan)<\/a><\/li>\n<li>Machine Learning for Cyber Security (Poovendran)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/WIN-22-Antennas-for-Modern-Wireless-Devices-Kuga.pdf\">Antennas for Modern Wireless Devices (Kuga)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/WIN-22-Embedded-and-Real-Time-Systems-Sloss.pdf\">Embedded and Real Time Systems (Sloss)<\/a>\u00a0Also view\u00a0<a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/HardwareRequirements-Winter2022.pdf\">hardware requirements<\/a><\/li>\n<li>Applied EM: How the Force of Maxwell\u2019s Equations Drives Circuit Theory and the Rest of Life (Goldstein)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/WIN-22-Linear-Systems-Theory-Calderone.pdf\">Linear Systems Theory (Calderone)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2024\/05\/EEP524A-Applied-GPU-Computing_Reinhardt_Syllabus_Fall22.pdf\">GPU-Accelerated Interactive Scientific Visualization Techniques (SciVis) (Reinhardt)<\/a><\/li>\n<li>Software Engineering for Embedded Applications (Bonaci)<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><strong>Spring 2022\u00a0<\/strong><\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR22-Deep-Learning-for-Embedded-Real-Time-Intelligence-Shi.pdf\">Deep Learning for Embedded Real Time Intelligence (Shi)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR22-Data-Science-for-Energy-Systems-Zhang.pdf\">Data Science for Energy Systems (Zhang)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR22-Radar-and-Imaging-Techniques-Kuga.pdf\">Radar and Imaging Techniques (Kuga)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR22-Fundamentals-of-Wireless-Communication-Ritcey.pdf\">Fundamentals of Wireless Communication (Ritcey)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR22-Digital-Signal-Processing-Atlas.pdf\">Digital Signal Processing (Atlas)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR22-Analog-Circuits-for-Sensor-Systems-II-Dai.pdf\">Analog Circuits for Sensor Systems II (Dai)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR22-Introduction-to-Privacy-Engineering-Bonaci.pdf\">Introduction to Privacy Engineering (Bonaci)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR22-AI-in-Healthcare-Mohan.pdf\">AI in Healthcare (Mohan)<\/a> view course website <a href=\"https:\/\/bytesizeml.github.io\/aihealthcare\/\">here<\/a><\/li>\n<li>Mobile Applications for Sensing and Control (Slaughter)<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><strong>Summer 2022\u00a0<\/strong><\/h3>\n<ul class=\"wp-block-list\">\n<li>Quantum Mechanics and Quantum Computing Basics for Engineers (Anantram)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SUM22-Engineering-Project-Management-Mamishev.pdf\">Engineering Project Management (Mamishev)<\/a><\/li>\n<li><a href=\"https:\/\/bytesizeml.github.io\/recsys\/\">Recommender Systems at Scale (Mohan)<\/a><\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\">2020-21 Course Offerings<\/h2>\n<h3 class=\"wp-block-heading\"><strong>Autumn 2020<\/strong><\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT20_Computer-Vision-Classical-and-Deep-Methods-Birchfield.pdf\">Computer Vision: Classical and Deep Methods (Birchfield)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT20_Deep-Learning-for-Big-Visual-Data-Hwang.pdf\">Deep Learning for Big Visual Data (Hwang)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT20_Machines-and-Drives-Nagel.pdf\">Machines and Drives (Nagel)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT20_Analytical-Methods-in-Electrical-Engineering-Bonaci.pdf\">Analytical Methods in Electrical Engineering (Bonaci)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT20_Analog-Circuits-for-Sensor-Systems-Silver.pdf\">Analog Circuits for Sensor Systems (Silver)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT20_Radar-and-Imaging-Techniques-Kuga.pdf\">Radar and Imaging Techniques (Kuga)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT20_COVID-Tech-Mamishev.pdf\">COVID Tech (Mamishev)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/AUT20_The-Self-Driving-Car-Intro-to-AI-for-Mobile-Robots-Smith.pdf\">The Self-Driving Car: Intro to AI for Mobile Robots (Smith)<\/a><\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><strong>Winter 2021<\/strong><\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP524A-AppliedGPUComputing_Reinhardt_Syllabus_Win2021.pdf\">Applied High-Performance GPU Computing (Reinhardt)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP503ModelingofMEMS-CourseFlyer.pdf\">Modeling of MEMS (Mamishev)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/ML.pdf\">Advanced Introduction to Machine Learning (Bilmes)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP538_Syllabus_Winter2021.pdf\">Analog Integrated Circuit Design (Silver)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP522A_syllabus_v5_2.pdf\">Embedded and Real-Time Systems (Sloss)<\/a>\u00a0Also view\u00a0<a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/HardwareRequirements-Winter2021.pdf\">hardware requirements<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EE572W2021MicrowaveOutlinev1.pdf\">Microwave Engineering (Kuga)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/WIN21-Machine-Learning-for-Cybersecurity-Poovendran.pdf\">Machine Learning for Cybersecurity (Poovendran)\u00a0<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/Convex_Optimization_EE_578.pdf\">Convex Optimization (Calderone)<\/a><\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><strong>Spring 2021<\/strong><\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR21-Digital-Image-Processing-Sun.pdf\">Digital Image Processing (Sun)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR21-Quantum-Mechanics-and-Quantum-Computing-Basics-for-Engineers-Anantram.pdf\">Quantum Mechanics and Quantum Computing Basics for Engineers (Anantram)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR21-Microfabrication-Li.pdf\">Microfabrication (Li)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR21-Deep-Neural-Structures-and-Learning-Blimes.pdf\">Deep Learning (Bilmes)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR21-Model-based-Representations-for-Systems-Engineering-Kimberly.pdf\">Model-based Representations for Systems Engineering (Kimberly)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR21-Analog-Circuits-for-Sensor-Systems-II-Silver.pdf\">Analog Circuits for Sensor Systems II (Silver)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR21-Antennas-for-Modern-Wireless-Devices-Kuga.pdf\">Antennas for Modern Wireless Devices (Kuga)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SPR-21-Software-Engineering-for-Embedded-Applications-Bonaci.pdf\">Software Engineering for Embedded Applications (Bonaci)<\/a><\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><strong>Summer 2021<\/strong><\/h3>\n<ul class=\"wp-block-list\">\n<li>Mobile Applications for Sensing and Control\u00a0(Bonaci)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SUM21-Analog-Integrated-Circuit-Design-II-Silver.pdf\">Analog Integrated Circuit Design II (Silver)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SUM21-Engineering-Project-Management-Mamishev.pdf\">Engineering Project Management (Mamishev)<\/a><\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\">2019-20 Course Offerings\u00a0<\/h2>\n<h3 class=\"wp-block-heading\">Autumn 2019<\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/545Syllabus.pdf\">The Self Driving Car: Introduction to AI for Mobile Robots (Smith)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP502AAu19.pdf\">Analytical Methods for Electrical Engineering (Klavins)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP596MachineVisionAutumn2019.pdf\">Machine Vision (Shapiro)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/2019AutEEP547syllabus.pdf\">Linear Systems Theory (Bushnell)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/dynamicsofcontrolledsystems2019.pdf\">Dynamics of Controlled Systems (Nagel)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP532AAu19.pdf\">Design of Digital and Analog Electronic Circuits (Silver)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EE579-2019Radarv2.pdf\">Radar and Imaging Techniques (Kuga)<\/a><\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Winter 2020<\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/E590_syllabus_v5_1.pdf\">Embedded and Real Time Systems (Sloss)<\/a>\u00a0Also view\u00a0<a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/HardwareRequirements-Winter2020.pdf\">hardware requirements<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/ML.pdf\">Advanced Introduction to Machine Learning (Bilmes)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SoftwareEngr.pdf\">Software Engineering for Embedded Applications (Klavins)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP592AOverview-EvanGoldstein.pdf\">Applied Electromagnetics: How the Force of Maxwell\u2019s Equations Drives Circuit Theory and the Rest of Life\u00a0 (Goldstein)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/SciVis-Syllabus_Reinhardt.pdf\">GPU-Accelerated Scientific Visualization Techniques (Reinhardt)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/MLforCyberSecurity.pdf\">Machine Learning for Cyber Security (Poovendran and Mohammad)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/PMP572-ECE572W2020Outlinev1.pdf\">Microwave Engineering (Kuga)<\/a><\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Spring 2020<\/h3>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP574Sp2020-v1.pdf\">Antennas: Analysis and Design (Kuga)<\/a><\/li>\n<li>Digital Signal Processing (Atlas)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP523_syllabus_spring_2020.pdf\">Mobile Applications for Sensing and Control (Arjona)<\/a>\u00a0Also view\u00a0<a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP523_resources_spring_2020.pdf\">additional resources\u00a0<\/a>and\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=TDA223U8F1Q&amp;list=PLjuZn7bRSdkOvEs6N1khCkX5cpT4PSwAd&amp;index=2&amp;t=0s\">course video\u00a0<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/ee586_000.pdf\">Digital Video Coding Systems\u00a0 (Sun)<\/a><\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/CircuitsforSensorSystems.pdf\">Analog Circuits for Sensor Systems (Silver)<\/a><\/li>\n<li>Fundamentals of Wireless Communications\u00a0 (Ritcey)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/Privacy_Engineering_Syllabus_Spring_2020.pdf\">Introduction to Privacy Engineering (Bonaci)\u00a0<\/a><\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Summer 2020<\/h3>\n<ul class=\"wp-block-list\">\n<li>Analog Integrated Circuit Design II (Silver)<\/li>\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP598Syllabusv3.pdf\">Engineering Project Management (Mamishev)<\/a><\/li>\n<\/ul>\n<p>Every Quarter<\/p>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/EEP500.pdf\">EE P 500: Graduate Seminar\/ Colloquium\u00a0<\/a><\/li>\n<\/ul>\n<p>Students may also participate in the\u00a0<a href=\"https:\/\/www.ece.uw.edu\/entrepreneurship\/entrepreneurial-capstone\/\">ENGINE<\/a>\u00a0Capstone Program. Detailed course description available\u00a0<a href=\"https:\/\/peden.ece.uw.edu\/pmp\/wp-content\/uploads\/sites\/2\/2022\/04\/497-598.pdf\">here<\/a>.<\/p>\n<h2 class=\"wp-block-heading\">Older Course Information<\/h2>\n<p>PMP course information for academic year 2018-2019 and earlier <a href=\"https:\/\/vannevar.ece.uw.edu\/page_archive\/academics\/pmp\/course_history.html\">can be found in the archives<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026-27 Course Offerings Autumn 2026 (TENTATIVE)\u00a0 The Self-Driving Car: Intro to AI for Mobile Robots\u00a0 Data Structures and Algorithms for ECE Applications Analytical Methods for Electrical Engineering Digital Systems Design with FPGA\u00a0 Computer Vision: Deep and Classical Methods\u00a0 Computer Systems Security\u00a0 Foundations of Applied Deep Learning Microwave Engineering Medical Devices and Digital Transformation AI\/ Tech&#8230;<\/p>\n<div><a class=\"more\" href=\"https:\/\/peden.ece.uw.edu\/pmp\/pmp-course-history\/\">Read more<\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"tags":[],"class_list":["post-30","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/pages\/30","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/comments?post=30"}],"version-history":[{"count":281,"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/pages\/30\/revisions"}],"predecessor-version":[{"id":865,"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/pages\/30\/revisions\/865"}],"wp:attachment":[{"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/media?parent=30"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/peden.ece.uw.edu\/pmp\/wp-json\/wp\/v2\/tags?post=30"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}