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MIT OpenCourseWare
Linear algebra concepts are key for understanding and creating machine learning algorithms, especially as applied to deep learning and neural networks. This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learni…
Johns Hopkins University
This is course 4 of this specialization (although it can be taken out of order) and focuses on applying experience and knowledge gained in the first three courses to build physical electronics hardware. Specifically, this course focuses on four areas: circuit simulation, schematic entry, PCB layout…
Delft University of Technology
Learn how solar cells generate electricity, and about the semiconductor physics and optics required to design and manufacture solar cells.
IIT Roorkee
Electronics & Communication Engineering course by Prof. Meenakshi Rawat.
University of California, Irvine
This course introduces the rapidly expanding world of the Internet of Things (IoT) and embedded systems, exploring how technological trends are enabling new innovations. You'll learn about the societal impact of IoT, key design considerations, and the critical interplay between hardware and softwar…
MIT OpenCourseWare
This course examines signals, systems and inference as unifying themes in communication, control and signal processing. Topics include input-output and state-space models of linear systems driven by deterministic and random signals; time- and transform-domain representations in discrete and continu…
MIT OpenCourseWare
This course examines the fundamentals of detection and estimation for signal processing, communications, and control. Topics covered include: vector spaces of random variables; Bayesian and Neyman-Pearson hypothesis testing; Bayesian and nonrandom parameter estimation; minimum-variance unbiased est…
MIT OpenCourseWare
6.334 examines the application of electronics to energy conversion and control. Topics covered include: modeling, analysis, and control techniques; design of power circuits including inverters, rectifiers, and DC-DC converters; analysis and design of magnetic components and filters; and characteris…
MIT OpenCourseWare
This course was developed in 1987 by the MIT Center for Advanced Engineering Studies. It was designed as a distance-education course for engineers and scientists in the workplace. Advances in integrated circuit technology have had a major impact on the technical areas to which digital signal proces…
École Polytechnique Fédérale de Lausanne
Digital Signal Processing is the branch of engineering that, in the space of just a few decades, has enabled unprecedented levels of interpersonal communication and of on-demand entertainment. By reworking the principles of electronics, telecommunication and computer science into a unifying paradig…
MIT OpenCourseWare
6.780 covers statistical modeling and the control of semiconductor fabrication processes and plants. Topics covered include: design of experiments, response surface modeling, and process optimization; defect and parametric yield modeling; process/device/circuit yield optimization; monitoring, diagn…
MIT OpenCourseWare
6.002 is designed to serve as a first course in an undergraduate electrical engineering (EE), or electrical engineering and computer science (EECS) curriculum. At MIT, 6.002 is in the core of department subjects required for all undergraduates in EECS. The course introduces the fundamentals of the…
University of Illinois Urbana-Champaign
A modern VLSI chip has a zillion parts -- logic, control, memory, interconnect, etc. How do we design these complex chips? Answer: CAD software tools. Learn how to build thesA modern VLSI chip is a remarkably complex beast: billions of transistors, millions of logic gates deployed for computation a…
The Linux Foundation
Get a practical introduction to using RISC-V computer architecture based on a RISC-V system-on-chip (SoC) targeted to a field-programmable gate array (FPGA) and to different simulation tools.
Arm Education
Spark your creativity with Arm. Level up your Embedded Systems skills by developing working embedded prototypes using the CMSIS API and an Arm-based development board, and unlock the boundless opportunities of the Internet of Things.
MIT OpenCourseWare
6.101 is an introductory experimental laboratory that explores the design, construction, and debugging of analog electronic circuits. Lectures and six laboratory projects investigate the performance characteristics of diodes, transistors, JFETs, and op-amps, including the construction of a small au…
IIT Hyderabad
Electrical Engineering course by Prof. Naresh Kumar Emani.
In the last five years, advances in perovskite semiconductor technology have improved power conversion efficiency of solar cells at an impressive rate. Are these semiconductors poised to revolutionize the solar industry? Join Professor Michael McGehee as he explores the potential and the challenges…
The Hong Kong University of Science and Technology
This online course uses engaging animations to help you visualize the operating principles of many common semiconductor devices. The course covers PN junctions, photodiodes, solar cells, light-emitting diodes, metal-semiconductor contact, and Bipolar Junction Transistors.
MIT OpenCourseWare
You can build a wide range of practical electronic devices if you understand a few basic electronics concepts and follow some simple rules. These devices include light-activated and sound-activated toys and appliances, remote controls, timers and clocks, and motorized devices. The subject begins wi…
