Figma UI Design Speed Art
Learn Figma UI design through speed art tutorials covering various projects, from coffee shops to finance apps, with tips on effects, plugins, and 3D mockups.
Action Recognition Benchmarks: Insights and Limitations - Tal Hassner
Explore action recognition benchmarks' insights, challenges, and limitations in assessing real-world capabilities, focusing on national benchmarks and recent developments in the field.
Enabling Natural Human Interaction in Immersive Virtual Environments
Explore techniques for natural human interaction in virtual environments, focusing on body language, facial expressions, and speech analysis for applications in healthcare, law enforcement, and military training.
Understanding Photos of People Using Social Context
Explore social context's role in understanding photos of people, including pose, relationships, gender, and location, for enhanced image analysis and interpretation.
Face Recognition Techniques and Applications - Lecture 14
Explore face recognition techniques, from simple approaches to advanced methods like PCA and Linear Discriminant Analysis. Learn about eigenvectors, image compression, and scatter matrices.
Matlab Tutorial
Learn MATLAB basics for computer vision: variables, vectors, matrices, image operations, filters, and more. Practical tutorial for beginners and intermediate users.
Capsule Networks for Computer Vision – CVPR 2019 Tutorial
Explore capsule networks for computer vision, covering architecture, challenges, applications, and advancements in this cutting-edge deep learning approach.
Taskonomy - Disentangling Task Transfer Learning
Explore task transfer learning, higher-order transfers, and task-specific networks. Discover global taxonomies, evaluate computed structures, and assess generalization to novel tasks.
Filtering in Computer Vision - Lecture 2
Learn about image filtering techniques, including noise reduction, derivatives, convolution, and Gaussian filters. Explore practical applications in computer vision using MATLAB.
Introduction to Artificial Intelligence - Lecture 1
Comprehensive overview of course structure, objectives, and policies, with insights into AI topics like GPT and image generation.
DevOps with Docker and Node.js
Learn to build, deploy, and manage a full-stack Node.js application using Docker, from development to production. Covers Express.js, MongoDB, Redis, NGINX, and Docker Swarm for scalable DevOps practices.
Linux for Beginners
Master Linux command line, file management, system administration, and networking essentials. Gain practical skills in text editing, process management, and web server configuration.
Basics of UI Design in Figma
Learn to create stunning UI designs using Figma's powerful features, including components, prototyping, animations, and responsive layouts. Master essential tools for efficient workflow and captivating user experiences.
Numerical Modeling
Learn to solve linear and nonlinear algebraic equations using various numerical methods and MATLAB, including Gaussian elimination, Newton-Raphson, and secant methods for practical engineering applications.
Introduction to Excel VBA Programming
Learn Excel VBA programming essentials: macros, variables, functions, loops, and user forms. Master data manipulation and automation techniques for enhanced spreadsheet functionality.
Financing Sustainable Real Estate at the Portfolio Level - Lecture 14
Explore sustainable real estate financing strategies, including REITs, green bonds, and ESG benchmarking, to enhance portfolio-level sustainability in the real estate sector.
Introduction to Programming
Learn Python programming fundamentals, from basic syntax to advanced concepts like recursion and data structures, through comprehensive lectures and hands-on tutorials.
Going Beyond Two-Tier Data Architectures with DuckDB
Explore the innovative data architectures enabled by DuckDB, an in-process analytical data management system, in this 32-minute talk by Prof. Dr. Hannes Mühleisen. Discover how DuckDB's lightweight yet powerful design, available under the MIT license, al…
Building Data Infrastructure at Scale for AI/ML with Open Data Lakehouses
Explore how data lakehouse architecture with Apache Hudi supports real-world predictive ML and vector-based AI use cases in this 30-minute keynote by Vinoth Chandar, creator of Apache Hudi. Learn about ingesting data with minute-level freshness, providin…
The Daft Distributed Python Data Engine: Multimodal Data Curation at Any Scale
Explore the Daft distributed Python data engine for multimodal data curation at any scale in this 27-minute talk by Jay Chia. Discover how Daft addresses the fundamental needs of ML/AI data platforms, including terabyte-scale ETL with complex model batch…
Scaling Data Reliably: A Journey in Growing Through Data Pain Points
Explore the challenges and solutions in scaling data systems reliably in this 16-minute conference talk by Miriah Peterson at MLOps.community. Delve into the concept of Data Downtime and its impact on business outcomes. Learn how Data Reliability Enginee…