Association for Computing Machinery (ACM) Courses

Montage - A Video Prototyping System to Reduce Re-Shooting and Increase Re-Usability

2 reviews

Learn to create dynamic video prototypes with ACM's Montage system, enhancing design process by combining video with digital sketches. Less than 1-hour workload.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

Preserving Data Privacy in Federated Learning - Xiaokui Xiao

1 review

Explore Federated Learning and data privacy with ACM's short program. Learn about local gradients, differential privacy, and new techniques in under an hour.

• YouTube
• 35 minutes
• On-Demand
• Free Online Course

The Role of Computer Science in Computer Science Education

Explore the intersection of technical and human aspects in computer science education with ACM. Understand the role of computer scientists in this field, from programming language design to data mining.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

A Roadmap for Reverse-Architecting the Brain’s Neocortex

Explore the reverse-architecting of the brain's neocortex with James E. Smith from the University of Wisconsin-Madison, in this 1-2 hour program offered by ACM. Dive into neuroscience research, neural networks, and computational primitives.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Online Course

Making the Heart of Agile Concrete - Essence with Paul McMahon

Learn to implement the core principles of Agile using Essence with Paul McMahon in this 1-2 hour program offered by the Association for Computing Machinery (ACM).

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Socially Assistive Robotics - SAR - with Maja Matarić

Explore the field of Socially Assistive Robotics (SAR) with Maja Matarić from ACM. Learn about intelligent socially interactive machines, their impact on health, and their commercial applications.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Online Course

What is Essence? with Ivar Jacobson and Roly Stimson

Learn the Essence language, a standard for discussing software engineering practices, from Ivar Jacobson and Roly Stimson in this 1-2 hour ACM offering.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Essence in Action with Ivar Jacobson and Brian Kerr

Explore the Essence approach to software development with Ivar Jacobson and Brian Kerr in this 1-2 hour seminar by the Association for Computing Machinery. Learn to improve team processes using Essence games.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Agile Data Science - Achieving Salesforce-Scale Machine Learning in Production

Learn to implement AI in production at Salesforce-scale with Agile methodology, using tools like TransmogrifAI for rapid iteration and deployment, from ACM.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

A Case Study on Microsoft's Ruuh.ai - Is User Growth a Peril to Research Progress?

Explore the balance between user growth and research in industrial settings, using Microsoft's Ruuh as a case study. Offered by ACM, this less than 1-hour material discusses challenges, opportunities, and trade-offs.

• YouTube
• 24 minutes
• On-Demand
• Free Online Course

Demonstrating an Internet of Things Solution for Real-Time Computation and Delivery of Plant KPIs

Explore Industry 4.0 opportunities in the meat processing sector with ACM's talk on an IIoT solution for real-time computation and delivery of plant KPIs. Less than 1-hour workload.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Designing an ML Minded Product and a Product Minded ML System

Learn to design and maintain ML products with Grace Huang, Data Science Manager at Pinterest, in this 1-2 hour webinar by ACM. Topics include data considerations, bias, testing, and automation.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Online Course

ALCHEMY - A Language and Compiler for Homomorphic Encryption Made Easy

Learn to use ALCHEMY for Fully Homomorphic Encryption with ACM's concise guide. No special knowledge required, ideal for programmers. Less than 1-hour workload.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Using Logic Programming to Recover C++ Classes and Methods from Compiled Executables

Learn to recover C++ abstractions from executables using OOAnalyzer with ACM's material, covering design, reasoning types, and evaluation. Less than 1hr workload.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

LEMNA - Explaining Deep Learning Based Security Applications

Explore deep learning applications in security with ACM's material, focusing on explanation techniques, limitations, and the LEMNA method. Less than 1-hour workload.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course