Lectures related to Engineer | EPFL Graph Search

Strategic Marketing: Understanding Customer Needs and Value Proposition

Explores strategic marketing, customer needs, and value proposition for successful marketing strategies.

Covers the principles and applications of autocorrelators in laser technology.

Artificial Ground: Eloquence of the Absence

Explores the Berlin project's unconventional construction approach and extraordinary collaboration between European engineers.

Linear and Logistic Regression

Covers linear and logistic regression, including underfitting, overfitting, and performance metrics.

Autocorrelators: pulse measurement methods

Explores the principles and applications of autocorrelators in measuring laser pulse profiles.

Input Representation & Feature Engineering

Covers input representation, feature engineering, and preprocessing techniques in machine learning.

Introduction to Machine Learning

Introduces key machine learning concepts, such as supervised learning, regression vs. classification, and the K-Nearest Neighbors algorithm.

Laser Fundamentals and Applications

Covers the basics of laser technology, different laser systems, and advanced laser applications.

Architecture Structures: Timberfabric and Technological Transfer MOOC: Advanced Timber Plate Structural Design

Discusses flexible structures in architecture, focusing on Timberfabric and the technological transfer at EPFL.

Git Basics: Version Control Systems and Software Development

Introduces git basics, version control systems, and software development, emphasizing the importance of VCS and distributed backups.

Neural Networks: Training and Activation

Explores neural networks, activation functions, backpropagation, and PyTorch implementation.

Daylight Dynamics and Well-being

Covers the impact of daylight on human well-being, from design considerations to physiological effects and potential benefits.

Optical Beam Steering: Principles and Applications

Explores the principles and applications of optical beam steering, including diffraction gratings and MEMS-based systems.

Fire Safety: Thermal Action Analysis

Explores thermal action analysis in fire safety engineering, covering fire growth rate, models, structural behavior, and resistance calculation.

Pavement Distress Detection

Covers the importance of preventive maintenance for pavement distress detection and introduces machine learning concepts for engineers.

Unsupervised Machine Learning: Clustering Basics

Introduces unsupervised machine learning clustering techniques like K-means, Gaussian Mixture Models, and DBSCAN, explaining their algorithms and applications.

Machine Learning Basics

Covers the basics of machine learning for engineers, including grading, course requirements, practical examples, AI concepts, and ML applications.

Energy Systems Engineering Overview

Introduces energy systems engineering, emphasizing decision-making in process and energy systems design, industry's role in energy consumption, and climate change mitigation.

Technology Innovation and Industry Evolution

Explores technology evolution in the telco industry, focusing on digitalization, 5G, IoT, big data, and smart working.

The Impact of Technological Advancements in 1999

Explores the impact of technological advancements in 1999 and the importance of ethics in education and society.

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