Systems Core Courses

Digital Transformation: Beyond the Technology - Culture, Systems, and Leadership

16 ratings

Explore the people and organizational side of digital transformation, including how company culture and systems thinking shape change beyond new technology.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Nvidia

Mastering Recommender Systems

31 ratings

Kaggle finalists explain a two-stage e-commerce recommender, from co-visitation candidate generation to feature-engineered reranking and ensembling.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

CISSP (Certified Information Systems Security Professional) Course

30 ratings

Prepare for CISSP with lessons on the C.I.A. triad, secure network architecture and design, risk management, qualitative and quantitative risk analysis, and risk mitigation strategies.

• Cybrary
• 1-2 hours
• Self-Paced
• Free Video

Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

27 ratings

Build a working 16-bit computer from first principles: specify logic gates in HDL, construct an ALU and RAM chips, then write Hack machine-language programs and an assembler.

• Coursera
• 8 weeks, 5 hours a week
• Self-Paced
• Paid Course

• Best of All Time

Mathematics Teaching Ideas for the Common Core - Jo Boaler

8 ratings

Translates research on brain and math learning into growth-mindset teaching strategies that help students enjoy mathematics and engage in richer classroom work.

• YouTube
• 50 minutes
• Self-Paced
• Free Online Course

Signals and Systems

14 ratings

This course covers the fundamentals of signal and system analysis, focusing on representations of discrete-time and continuous-time signals and representations of linear, time-invariant systems.

• MIT OpenCourseWare
• 20 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Embedded Systems Design

26 ratings

Explore embedded-system design from processor and FPGA choices through power-aware design, real-time operating systems, hardware-software partitioning, synthesis, optimization, and verification.

• YouTube
• 1 day 7 hours
• Self-Paced
• Free Video

Public Transportation Systems

13 ratings

This course discusses the evolution and role of urban public transportation modes, systems, and services, focusing on bus and rail.

• MIT OpenCourseWare
• 22 hours
• Self-Paced
• Free Video

Tutorials for Complex Systems

25 ratings

This course covers several mathematical techniques that are frequently used in complex systems science. The techniques are covered in independent units, taught by different instructors.

• Complexity Explorer
• Self-Paced
• Free Online Course

Knowledge-Based AI: Cognitive Systems

2 ratings

The twin goals of knowledge-based artificial intelligence (AI) are to build AI agents capable of human-level intelligence and gain insights into human cognition.

• Udacity
• 15 hours
• Self-Paced
• Free Online Course

Database Systems Concepts & Design

1 rating

This course presents an example of applying a database application development methodology to a major real-world project.

• Udacity
• 7 hours
• Self-Paced
• Free Online Course

GT - Embedded Systems

1 rating

This course takes a holistic view of the embedded system stack focusing on processor architectures, instruction sets, and the associated advanced compiler optimizations.

• Udacity
• 19 hours
• Self-Paced
• Free Online Course

Cyber-Physical Systems Design & Analysis

17 ratings at Udacity

This course provides an introduction to cyber-physical systems with an industrial perspective.

• Udacity
• 17 hours
• Self-Paced
• Free Online Course

Cyber-Physical Systems Security

This course provides an introduction to security issues relating to cyber-physical systems including industrial control systems and critical infrastructures.

• Udacity
• 16 weeks
• Self-Paced
• Free Online Course

Introduction to the Internet of Things and Embedded Systems

13 ratings

Explore IoT and embedded systems: define IoT's societal impact, identify microcontrollers and sensors, weigh hardware/software trade-offs, and explain protocol stacks, network layers, and MANETs.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course