Association for Computing Machinery (ACM) Courses

The Art of Concurrency in Go

Learn to leverage Go's concurrency capabilities with ACM's 1-2 hour material, guided by software engineer Johnny Boursiquot. Gain practical understanding and avoid pitfalls.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course

Cost-Effective Updating of Distributed Reordered Indexes

Learn from ACM about maintaining and reinstating reordered indexes in growing document collections, with a focus on query execution time efficiency.

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

MeSH Term Suggestion for Systematic Review Literature Search

Learn to enhance medical systematic reviews with effective MeSH terms in this ACM-offered study, focusing on retrieval, ranking, and refinement of MeSH term suggestions.

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

Celebrating Technology Leaders - Machine Learning Careers: Looking Beyond the Hype

Explore the realities of machine learning careers with successful professionals in this 1-2 hour session by the Association for Computing Machinery. Gain practical guidance for navigating the evolving ML landscape.

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

Data-Centricity - A Challenge and Opportunity for CS Education, by Shriram Krishnamurthi

Explore the impact of data-centricity on computing education with this 1-2 hour material by ACM. Learn about new software possibilities, curricular adaptations, and free resources from Brown University.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Online Course

The Essence of Software - Why Systems Often Fail by Design, and How to Fix Them

Explore why software systems fail and how to fix them with ACM's 1-2 hour material, led by MIT Professor Daniel Jackson. Learn to diagnose and rectify design issues in popular applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Online Course

Machine Learning for Algorithm Design

Explore data-driven algorithm design with machine learning in this ACM offering. Learn from Maria Florina Balcan, a renowned expert in the field, in under an hour.

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

Getting Started with Kubernetes

Learn Kubernetes basics with best-selling author Nigel Poulton in this less than 1-hour session offered by ACM, including live Q&A and hands-on exercises.

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

Applied Data Science for Predictive Time Series Analytics - Nesime Tatbul

Explore predictive time series analytics with ACM's under-1-hour program. Learn anomaly detection, evaluation, benchmarking tools, and data science pipeline design.

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

Challenges and Solutions in Industry Scale Data and AI Systems - Yangqing Jia

Explore industry-scale data and AI systems with Alibaba's Yangqing Jia in this ACM offering. Learn about big data infrastructure, AI engineering, and recommendation systems in under an hour.

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

KDD TransFAT - Translating Fairness, Accountability, and Transparency - Julia Stoyanovich

Explore fairness, accountability, and transparency in AI with ACM's short program. Learn about automated hiring systems, bias in computer systems, and data equity.

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

Revisiting Knowledge Graph Completion From a Practical Perspective - Danai Koutra

Explore practical aspects of Knowledge Graph completion with ACM's under 1-hour material. Learn construction, calibration, AI collaboration, and more.

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

Semantic Scholar- Tera-Scale NLP to Accelerate Scientific Research--Daniel Weld

Explore Tera-Scale NLP and its application in accelerating scientific research with this less than 1-hour material from the Association for Computing Machinery. Dive into topics like recommendation systems, citation graphs, and Semantic Scholar features.

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

Towards an Easy-to-use AI Platform - Data, Algorithms, and Systems - Wei Wang

Explore AI platform development with ACM's concise guide. Learn about data preparation, model construction, debugging, and deployment in under an hour.

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

Learning Transferable Human Behavior Representations From Sensor Data - Flora Salim

Learn to interpret human behavior from sensor data in less than an hour with ACM's concise program, covering everything from preprocessing to domain adaptation.

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