Lectures related to Google Docs

Model Compression Techniques: Enhancing Neural Networks

Covers model compression techniques to enhance the efficiency of large language models in production settings.

Explores the challenges of big data processing and introduces Spark as a solution.

Covers solutions for aligning business and IT through information modeling, RFP/RFT, and low-code platforms.

Covers causal analysis of observational data, pitfalls, tools for valid conclusions, and addressing confounding variables.

Data Visualization: Principles and Techniques

Covers principles and techniques of data visualization, emphasizing storytelling, anomaly detection, and effective communication of results.

Model Compression: Techniques for Efficient NLP Models

Explores model compression techniques in NLP, discussing pruning, quantization, weight factorization, knowledge distillation, and attention mechanisms.

Robert Boyle's Literary Technology

Explores Robert Boyle's literary technology and its impact on knowledge production and communication.

Designing Pavilion Structures

Explores the design process of pavilion structures, emphasizing the creation of a topological polyhedron as the foundation document.

Designing Experiments and Measuring Learning

Explores experimental design challenges in social sciences, emphasizing hypothesis formulation, variable control, and bias mitigation.

Machine Learning: Features and Model Selection

Delves into the significance of features, model evolution, labeling challenges, and model selection in machine learning.

Kepler's Laws: Elliptical Orbits

Explores Kepler's laws and the transition to elliptical orbits, emphasizing the mathematical construction and geometric properties of conic sections.

Geometry: Introduction to Euclidean Elements

Explores the historical evolution of geometric instruments and the transition to modern CAD software for architectural design.

Geometric Modeling for Architects: Ellipses and Structures

Covers the geometric modeling of ellipses and their applications in architecture.

Alternative Proteins: Fermentation and Applications

Delves into the use of fermentation for alternative protein production, emphasizing sustainable and innovative food technologies.

Music Notation Tutorial

Introduces music notation basics, major scales, key signatures, and diatonic chords.

Enterprise and Service-Oriented Architecture

Discusses solutions for business/IT alignment and the importance of updating business to IT models.

Stéréotomie: Vousssoirs and Collaborative Work

Covers the organization of the course, creation of voussoir components, collaborative work, and selection of group components.

Data Science Fundamentals

Covers the fundamentals of data science, the scientific method evolution, the role of a data scientist, and the significance of data as the new oil.

Stéréotomie: Modeling Stone Structures

Covers the modeling of stone structures, collaborative work, and systematic document management for student projects.

Describing Data: Statistics and Hypothesis Testing

Covers descriptive statistics, hypothesis testing, and correlation analysis with various probability distributions and robust statistics.