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Concept

Binary system

Related lectures (30)

Extrinsic Variable Stars

Covers extrinsic stellar variability, the history of double stars, microlensing, and extrasolar planet detection.

Binary Systems: Phase Equilibria

Explores phase equilibria in binary systems, including solid solutions and eutectic reactions.

Linear Classification: Parameterizing Lines and Distance Calculation

Covers the parameterization of lines in 2D space and the perceptron algorithm.

Counting on Fingers

Compares various finger counting systems and introduces binary representation.

Gravitational Waves: Energy and Flux

Explores the energy carried by gravitational waves and the total power radiated in a binary system.

Binary Classification MOOC: IoT Systems and Industrial Applications with Design Thinking

Explains how to find the best hyperplane to separate two classes.

Algorithmic Fundamentals MOOC: The Thymio robot as a tool for discovering digital science

Covers the binary system, basic concepts, sequences, loops, branching logic, variables, and algorithm translation.

Intrinsic Stellar Variability

Explores intrinsic stellar variability, focusing on expulsions from stars and phenomena observed in BE stars, UV setting stars, and Betelgeuse.

Linear Binary Classification: Perceptron, SGD, Fisher's LDA

Covers the Perceptron model, SGD, and Fisher's Linear Discriminant in binary classification.

Amortized Conc-Tree Appends

Explores constant time appends in Conc-Trees and counting in a binary number system.

Kernel Methods: Nonlinear Separation Surfaces

Explores kernel methods for nonlinear separation surfaces using polynomial and Gaussian kernels in Perceptron and SVM algorithms.

Classification with GMM

Explores the use of Gaussian Mixture Models for transitioning from clustering to classification, covering binary classification, parameter estimation, and optimal Bayes classifier.

Perceptron: Part 2

Covers the Perceptron algorithm and its application to binary classification problems, including the Pocket Perceptron algorithm.

Phase Diagrams: Constituents and Phases

Explores phase diagrams, composition calculations, diffusion characteristics, and state changes in materials science.

Gravitational Waves: Observations and Discoveries MOOC: The Radio Sky II: Observational Radio Astronomy

Delves into the recent detections of gravitational waves and their astrophysical implications.

Assumption of Machine Learning MOOC: IoT Systems and Industrial Applications with Design Thinking

Explores the philosophy of machine learning and the importance of smoothness assumptions in training sets.

Information Coding: Size Impact

Explores information coding, emphasizing the impact of size on processing and transmission.

Gravitational-Wave Transient Catalog: Insights and Challenges

Explores the Gravitational-Wave Transient Catalog 2 and the challenges in distinguishing compact bodies, emphasizing the need for accurate waveform models and the discovery potential in gravitational physics.

Number Representation and Algorithms

Explores number representation, algorithms, recursion, and probabilities in decimal and binary.

Binary Classification Cost Function Log in to Mediaspace to watch this video

Explains the 0/1 cost function for binary classification and its impact on minimizing prediction errors.