Artificial Intelligence Courses and Certifications

Open Data Science

What Kind of AI Can Help Manufacturing Adapt to a Pandemic

Explore how AI, particularly DDNs and L-DNNs, can revolutionize quality inspections in manufacturing, adapting to challenges like COVID-19 and Industry 4.0 for improved efficiency and product quality.

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

Open Data Science

The Missing Link- How AI Can Help Create a Safer Society and Better Businesses

Explore how AI and NLP can enhance crime-solving, improve business efficiency, and create safer societies by automating information linking and reducing investigative time.

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

Open Data Science

How AI Is Changing the Shopping Experience

Explore how AI revolutionizes retail, enhancing customer experiences and streamlining operations. Learn about personalized shopping, data quality, and future trends in e-commerce.

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

Open Data Science

Humans & AI in Financial Services - The Future - Samik Chandarana - ODSC Europe 2019

Explore the future of AI in finance with Samik Chandarana's keynote, covering data-driven decisions, deep neural nets, and AI applications in trading, payments, and natural language processing.

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

Open Data Science

Scaling AI Applications with Ray - Richard Liaw & Eric Liang | ODSC East 2019

Explore Ray, a distributed execution engine for AI workloads. Learn about Tune for hyperparameter optimization and RLib for reinforcement learning, with insights on scalability and practical applications.

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

Open Data Science

What to Expect When You Are Putting AI in Production - Dr. David Talby

Real-world case studies on AI failures in production, covering concept drift, A/B testing pitfalls, and systems that learn in production. Best practices for executives and technical leaders to ensure success.

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

Open Data Science

The Adoption of AI in Business - Opportunities and Challenges - Sam Ransbotham - ODSC East 2018

Explore AI adoption in business: organizational readiness, challenges, and impacts on roles. Gain insights from MIT research on integrating AI into corporate strategies and processes.

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

ChariotSolutions

AI: A Return to Meaning - From Theory-Driven to Data-Driven Approaches

Explore AI's evolution from theory-driven to data-driven approaches, examining Watson's development and the future of machine learning, reasoning, and natural language understanding.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Paul G. Allen School

Searching for Information in the Ocean - Adaptive Sampling of Dynamic Processes in Coastal Areas and Fjords Using Autonomous Underwater Vehicles

Exploring adaptive sampling techniques using autonomous underwater vehicles for studying dynamic coastal ocean processes, focusing on phytoplankton biomass and its impact on biogeochemical processes.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Paul G. Allen School

Natural Language Processing - Mark Riedl - Georgia Tech School of Interactive Computing

Explore AI-driven storytelling, focusing on neural text generation control and long-term knowledge retention. Discover challenges and applications in automated narrative creation and other NLP tasks.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Re-Imagining the Social Sciences in the Age of AI - March 4, 2020

Explore the intersection of AI and social sciences through expert talks on mate selection decision-making and human behavior as AI's next frontier, followed by a moderated discussion and audience Q&A.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

tinyML

Mastering the Three Pillars of AI Acceleration: Algorithms, Hardware, and Software

Explore IBM Research's holistic approach to AI acceleration, covering low-precision DNN models, scalable hardware techniques, and efficient software methodologies for optimal performance.

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

tinyML

Battery Optimized People Counting Using FIR and AI

Explore battery-optimized people counting using FIR and AI, covering product development, power efficiency challenges, AI implementation, and quality assurance for innovative crowd monitoring solutions.

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

tinyML

AIfES - An Open-Source Standalone AI Framework for Almost Any Hardware

Explore AIfES, an open-source AI framework for embedded systems, enabling neural network deployment and training on various hardware, including 8-bit microcontrollers and Arduino boards.

• YouTube
• 1 hour
• Self-Paced
• Free Video

tinyML

TinyML Talks France - How to Design a Power Frugal Hardware for AI - The Bio-Inspiration Path

Explore bio-inspired hardware design for energy-efficient AI, focusing on spiking neural networks and novel technologies to enhance data locality and power efficiency in embedded systems.

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