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Santa Fe Institute

Why Black Holes Eat Information

1 rewiews
Explore the fascinating phenomenon of black holes and their information-consuming nature with physicist Vijay Balasubramanian in this engaging lecture on theoretical physics.
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1 Lesons
1 hour 24 minutes
On-Demand
Free-Video
NPTEL

Engineering Thermodynamics

1 rewiews
Explore fundamental thermodynamic principles, laws, and applications in engineering contexts, covering energy systems, power cycles, and property relations.
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58 Lesons
20 hours
On-Demand
Free-Video
NPTEL

Chemical Principles II

1 rewiews
In this course, a holistic approach covering three different approaches (classical, statistical, and postulate-based) of thermodynamics will be covered. The objective of this course is demystification the enigma of entropy.
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69 Lesons
1 day 6 hours
On-Demand
Free-Video
IEEE Signal Processing Society

Geometric Deep Learning for Drug Discovery

1 rewiews
Explore geometric deep learning techniques for drug discovery, covering graph neural networks, molecule generation, and retrosynthetic prediction. Gain insights into cutting-edge research and applications in pharmaceutical development.
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21 Lesons
58 minutes
On-Demand
Free-Video
Khan Academy

Reconciling Thermodynamic and State Definitions of Entropy - Physics

1 rewiews
Explore the connection between thermodynamic and state definitions of entropy in this mind-blowing, math-focused video. Gain deep insights into entropy as a measure of system states.
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1 Lesons
28 minutes
On-Demand
Free-Video
NPTEL

Chemical and Biological Thermodynamics - Principles to Applications

2 rewiews
The course is designed to benefit students of chemistry, chemical engineering, biotechnology and pharmaceutical sciences to learn from basic concepts of chemical thermodynamics to applications in chemical and pharmaceutical industries including protein f…
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60 Lesons
1 day 9 hours
On-Demand
Free-Video
Stanford University

Information Theory of Deep Learning - Naftali Tishby

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Explores the connection between deep learning and information theory, offering new insights into neural network design, generalization, and optimization through an information bottleneck framework.
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11 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Course Introduction and Lossless Compression Basics - Lecture 1

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Introduction to lossless data compression fundamentals, covering key concepts and techniques for efficient information storage and transmission.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Lecture 2: Prefix Free Codes

0 rewiews
Explore prefix-free codes in data compression, covering theory and applications. Gain insights from Stanford experts on efficient information encoding techniques.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Lecture 5: Asymptotic Equipartition Property

0 rewiews
Explore the Asymptotic Equipartition Property in data compression, a fundamental concept for understanding information theory and efficient coding techniques.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Context-based Arithmetic Coding and LLM Compression - Stanford EE274 Lecture 9

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Explore context-based arithmetic coding and compression techniques for large language models in this advanced lecture on data compression theory and applications.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Lecture 4: Huffman Codes

0 rewiews
Explore Huffman coding, a fundamental data compression technique, in this Stanford lecture. Learn its principles, implementation, and applications in information theory.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Lecture 3: Kraft Inequality, Entropy, and Introduction to SCL

0 rewiews
Explore Kraft Inequality, entropy, and Source Coding Limit in data compression. Gain insights into fundamental concepts and their applications in information theory and coding.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Stanford University

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

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Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Stanford University

LZ and Universal Compression - Lecture 10

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Explore Lempel-Ziv algorithms and universal compression techniques in this Stanford lecture, delving into advanced data compression theory and applications.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Stanford University

Arithmetic Coding - Stanford EE274 Data Compression I Lecture 6

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Explore arithmetic coding in data compression, covering theory and applications. Learn from Stanford experts about this advanced technique for efficient information encoding.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Stanford University

Asymmetric Numeral Systems (ANS) - Data Compression Lecture 7

0 rewiews
Explore Asymmetric Numeral Systems (ANS), an advanced data compression technique, in this Stanford lecture. Gain insights into its principles, applications, and advantages in modern compression algorithms.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Yale University

Potential Energy Surfaces, Transition State Theory and Reaction Mechanism - Lecture 37

0 rewiews
Explore reaction rates, potential energy surfaces, and transition state theory in organic chemistry. Learn to predict equilibria and rates using bond energies and statistical mechanics principles.
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5 Lesons
48 minutes
On-Demand
Free-Video
Yale University

The Second Law of Thermodynamics and Carnot's Engine - Lecture 23

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Explore the Second Law of Thermodynamics, entropy, and Carnot's engine. Learn about irreversibility, heat engine efficiency limits, and how entropy arises from macroscopic considerations in thermodynamics.
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5 Lesons
1 hour 11 minutes
On-Demand
Free-Video
NPTEL

Coding Theory

0 rewiews
This course provides an introduction to traditional and modern coding theory. Topics covered include linear block codes, cyclic codes (BCH and RS codes), convolutional codes, turbo codes and low-density parity-check (LDPC) codes.
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38 Lesons
1 day 13 hours
On-Demand
Free-Video
NPTEL

Concepts of Thermodynamics

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Comprehensive exploration of thermodynamic principles, covering properties, laws, processes, and cycles. Includes problem-solving techniques and computer-aided analysis for practical applications.
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69 Lesons
1 day 9 hours
On-Demand
Free-Video
NPTEL

Laws of Thermodynamics

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Explore fundamental thermodynamic principles, including system properties, heat, work, and the laws governing energy transfer and transformation in closed and open systems.
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21 Lesons
13 hours
On-Demand
Free-Video
NPTEL

Applied Thermodynamics for Engineers

0 rewiews
Comprehensive exploration of thermodynamic principles, cycles, and applications in engineering, covering power generation, refrigeration, and combustion processes.
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37 Lesons
1 day 12 hours
On-Demand
Free-Video
NPTEL

Thermodynamics

0 rewiews
Comprehensive exploration of thermodynamic principles, from basic concepts to advanced applications, covering laws, processes, and cycles in engineering systems.
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90 Lesons
1 day 6 hours
On-Demand
Free-Video
NPTEL

Statistical Mechanics

0 rewiews
Comprehensive exploration of probability, statistical ensembles, and quantum mechanics, covering discrete and continuous distributions, entropy, and applications to physical systems.
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35 Lesons
1 day 6 hours
On-Demand
Free-Video
Santa Fe Institute

Jonas Dalege on the Physics of Attitudes & Beliefs

0 rewiews
Exploring statistical mechanics to understand belief formation and attitude dynamics. Insights into cognitive dissonance, ambivalence, and social interactions through physics-inspired models of opinion networks.
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16 Lesons
48 minutes
On-Demand
Free-Video
Santa Fe Institute

The Landauer Limit and Thermodynamics of Biological Computation

0 rewiews
Explore the intersection of physics, information theory, and biological computation, focusing on the Landauer limit and its implications for engineered and natural systems.
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18 Lesons
31 minutes
On-Demand
Free-Video
Santa Fe Institute

Rational Ignorance - Optimal Learning from Complex Mechanistic Models

0 rewiews
Explore optimal Bayesian learning from complex models, challenging traditional approaches and proposing a new method to maximize expected information while avoiding bias in multiparameter systems.
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18 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Santa Fe Institute

Connecting Molecular Details to Macroscopic Behaviors with Thermodynamics and Information Theory

0 rewiews
Explore how molecular details connect to macroscopic behaviors using thermodynamics and information theory, focusing on E. coli chemotaxis and the energetic costs of biological information processing.
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19 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Santa Fe Institute

The Many Worlds of Quantum Mechanics

0 rewiews
Explore quantum mechanics' puzzling nature and the intriguing idea of branching realities with physicist Sean Carroll. Delve into fundamental physics, cosmology, and the emergence of spacetime.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Santa Fe Institute

Energy, Scaling, and The Future of Life on Earth

0 rewiews
Explore the roles of energy and information in 21st century biology with Geoffrey West's lecture on scaling laws, energy dynamics, and their implications for life on Earth and our future.
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1 Lesons
57 minutes
On-Demand
Free-Video
Santa Fe Institute

The Transformative Power of Information

0 rewiews
Explore the transformative power of information in biology, featuring insights on communication, data, and technological advancements from a leading complexity scientist.
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9 Lesons
26 minutes
On-Demand
Free-Video
Santa Fe Institute

The Origin of Life - From Chemistry to Information Theory

0 rewiews
Explore the enigma of life's origin through information theory and complexity, examining the transition from chemistry to biology and its implications for life in the universe.
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12 Lesons
57 minutes
On-Demand
Free-Video
Santa Fe Institute

On the Foundations of Info-Metrics

0 rewiews
Explore the science of info-metrics for modeling and inferring from limited data, with insights on reasoning under uncertainty and insufficient information.
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1 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

The Information Edge: Creation in Life, the Economy, and the Universe - Lecture 1

0 rewiews
Explore the Information Edge principle and its role in creation across the universe, from cosmic structures to economic systems, with MIT professor Seth Lloyd.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Santa Fe Institute

The Information Edge: Collapse and Rebirth in Complex Systems - Lecture 2

0 rewiews
Seth Lloyd explores the Information Edge's role in cosmic destruction and rebirth, from black holes to mass extinctions, and how complex systems regain balance after collapse.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Santa Fe Institute

The Nature of Time - Panel Discussion on Physics, Biology, and Culture

0 rewiews
Explore the mysteries of time with experts discussing its physical, biological, and cultural aspects, focusing on the arrow of time, entropy, and adaptive systems.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Santa Fe Institute

Time Design: Exploring Concepts of Time Across Disciplines - InterPlanetary Festival 2018

0 rewiews
Explore time's multifaceted nature through biology, archaeology, and physics in this panel discussion featuring experts Stefani Crabtree, Martine Rothblatt, and Van Savage.
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10 Lesons
33 minutes
On-Demand
Free-Video
Santa Fe Institute

Blessings of Dimensionality for Gaussian Latent Factor Models

0 rewiews
Explore how high-dimensional data analysis can benefit from restricted latent factor overlaps, with applications in brain fMRI and financial markets.
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32 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Santa Fe Institute

The Variational Universe - From Strings to Neurons

0 rewiews
Explore variational principles in physics and biology, from quantum mechanics to neural systems, revealing nature's efficiency and optimization across scales.
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19 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Santa Fe Institute

How We Came To Be Deluged By Tweets - The Evolution of Information Technology

0 rewiews
Explore the evolution of information technologies and their impact on human consciousness, from ancient scripts to modern digital communication, featuring key historical figures.
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1 Lesons
49 minutes
On-Demand
Free-Video
Santa Fe Institute

Computation in Natural Systems - Mesoscopic Theories and Information Processing

0 rewiews
Explore computation in natural systems, from primate behavior to physics, examining how information processing occurs across scales and the implications for understanding complex systems.
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13 Lesons
35 minutes
On-Demand
Free-Video
Santa Fe Institute

The Shape of Music - Mathematical Order in Western Tonality

0 rewiews
Exploring the mathematical structure of Western music, revealing hidden geometries and patterns that connect diverse musical styles from Bach to The Beatles, and their relation to complex systems science.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Santa Fe Institute

Thoughts on Rational Inference - Is Information Theoretic Inference Rational?

0 rewiews
Exploring rational inference approaches for incomplete information in complex sciences. Discusses defining and implementing rational methods, handling misspecifications, and addressing model uncertainty and robustness.
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1 Lesons
47 minutes
On-Demand
Free-Video
Santa Fe Institute

Effect of Universal TB Vaccination and Other Factors on Probability of Patient Death from COVID-19

0 rewiews
Explore how universal TB vaccination, air pollution, and health expenditure impact COVID-19 survival rates across countries, with quantified probability changes by age and sex using information-theoretic methods.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Santa Fe Institute

Combining Historical and Philosophical Approaches to Understand the Concept of Information in Animal Behavior

0 rewiews
Exploring how biologists use "information" in animal studies, examining experimental practices, historical context, and debates to clarify its meaning and implications for comparing animal and machine behavior.
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1 Lesons
51 minutes
On-Demand
Free-Video
Santa Fe Institute

Detecting Agnostic Biosignatures in Space Exploration - Interview with Heather Graham

0 rewiews
Exploring agnostic biosignatures and life detection methods with NASA researcher Heather Graham, discussing challenges in recognizing extraterrestrial life and innovative approaches to astrobiology.
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1 Lesons
54 minutes
On-Demand
Free-Video
Santa Fe Institute

Semantic Information and the Physics of Meaning

0 rewiews
Exploring the physics of meaning, this talk delves into semantic information, examining how systems process and organize information, and the fundamental constraints on energy required for information processing.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Santa Fe Institute

Introducing Alien Crash Site - A New SFI Podcast

0 rewiews
Explore hypothetical alien technologies with scientists, artists, and athletes in this intriguing podcast inspired by sci-fi. Guests discuss potential discoveries and their implications for human knowledge and capabilities.
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1 Lesons
21 minutes
On-Demand
Free-Video
Santa Fe Institute

Calling Bullshit: The Art of Skepticism in a Data-Driven World

0 rewiews
Learn to navigate the tidal wave of misinformation in our data-driven world. Discover techniques for skepticism, identifying fake news, and understanding the role of networks in spreading disinformation.
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1 Lesons
59 minutes
On-Demand
Free-Video
Santa Fe Institute

The Information Theory of Biology and Origins of Life - Sara Imari Walker Interview

0 rewiews
Exploring information theory's role in understanding life's origins and nature. Discusses complex systems, the relationship between information and matter, and how this perspective reshapes our approach to defining and detecting life.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Santa Fe Institute

Swimming Without a Lifeguard in the Ocean of Ideas - Abstraction and Unsupervised Deep Learning

0 rewiews
Explore unsupervised deep learning techniques for discovering hierarchical latent feature spaces, improving interpretability and performance in downstream tasks, and bridging neural and symbolic learning systems.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Santa Fe Institute

Complexity as Seen Through Modern Statistical Mechanics - New Perspectives

0 rewiews
Explore nonextensive statistical mechanics and its applications in studying complex systems across various fields, with insights from Constantino Tsallis on recent developments and q-triplets.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Santa Fe Institute

Feynman, Shannon, and Darwin Worry About Understanding

0 rewiews
Explore how Feynman, Shannon, and Darwin's ideas intersect in the pursuit of understanding complex systems and scientific knowledge.
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1 Lesons
28 minutes
On-Demand
Free-Video
Santa Fe Institute

Complex Conceptions of Time - Exploring Scientific and Literary Perspectives

0 rewiews
Exploring time through physics, philosophy, and science fiction. Experts discuss metaphors, mathematical concepts, and narrative approaches to understanding time, challenging conventional perceptions and exploring its complexities.
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15 Lesons
1 hour
On-Demand
Free-Video
Santa Fe Institute

Nonequilibrium Physics in Living Systems

0 rewiews
Explore the fascinating intersection of physics and biology, uncovering how nonequilibrium principles shape living systems and their complex behaviors.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Santa Fe Institute

The Thermodynamics of Communication - Exploring Energy and Information Limits

0 rewiews
Exploring the fundamental relationship between energy, information, and matter in communication processes. Discusses nonlinear dynamics of communication channels and their implications for collective intelligence and limits to human knowledge.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Santa Fe Institute

What Makes the Past Different from the Future?

0 rewiews
Explore the fundamental differences between past and future, examining scientific concepts and philosophical implications in this thought-provoking lecture on time's arrow.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Santa Fe Institute

Minimal End-to-end Thermodynamic Costs of Communication Channels

0 rewiews
Explore the thermodynamic costs of communication channels, examining minimal end-to-end requirements and their implications for information transfer efficiency.
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1 Lesons
54 minutes
On-Demand
Free-Video
Santa Fe Institute

Death and Resurrection of the Zeroth Principle

0 rewiews
Explore the intriguing concept of the Zeroth Principle, its demise, and potential revival in this thought-provoking lecture from the Santa Fe Institute.
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1 Lesons
59 minutes
On-Demand
Free-Video
NPTEL

Thermodynamics - Classical to Statistical

0 rewiews
Comprehensive exploration of thermodynamics, from classical concepts to statistical mechanics, covering fundamental principles, applications, and advanced problem-solving techniques.
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38 Lesons
1 day 7 hours
On-Demand
Free-Video
NPTEL

Phase Equilibrium Thermodynamics

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Explore thermodynamic principles, phase equilibria, and solution behavior. Learn about laws, entropy, Gibbs energy, P-v-T relationships, chemical potential, fugacity, and ideal/non-ideal solutions.
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52 Lesons
1 day
On-Demand
Free-Video
NPTEL

Introduction to Statistical Mechanics

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This is an introductory course in classical and quantum statistical mechanics which deals with the principle of ensembles, Classical, Fermi and Bose ideal gases, Pauli paramagnestim, Debye and Einstein’s theory of specific heat and the 1D Ising model.
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33 Lesons
21 hours
On-Demand
Free-Video
NPTEL

Phase Equilibrium Thermodynamics

0 rewiews
Explore phase equilibrium thermodynamics, covering laws, entropy, spontaneity, Gibbs free energy, P-v-T behavior, chemical potential, and fugacity in various systems.
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30 Lesons
13 hours
On-Demand
Free-Video
New York University (NYU)

The Information Knot - Tying Sensing and Action; Emergence Theory of Representation Learning

0 rewiews
Explore information theory, representation learning, and AI concepts with NYU's Stefano Soatto. Delve into information bottlenecks, mutual information, and disentangling in this advanced seminar on modern AI.
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27 Lesons
55 minutes
On-Demand
Free-Video
NPTEL

Statistical Mechanics

0 rewiews
The course provides a fundamental understanding of Thermodynamics and Statistical Mechanics. It starts with the fundamental concepts of thermodynamics and builds on its foundation, the principles of statistical mechanics. It does not require a prior expo…
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66 Lesons
1 day 7 hours
On-Demand
Free-Video
University of Central Florida

Region Mutual Information Loss for Semantic Segmentation

0 rewiews
Explore advanced techniques in semantic segmentation, including region mutual information loss, à trous convolutions, and multi-scale features for improved image analysis and understanding.
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19 Lesons
21 minutes
On-Demand
Free-Video
METUopencouseware

Thermodynamics - Prof. Dr. Deniz Üner

0 rewiews
Explore thermodynamics principles, including entropy, power cycles, and equations of state. Learn about practical applications like compressors, steam engines, and refrigeration systems.
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17 Lesons
10 hours
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

How Experiment and Theory Have Informed Each Other in Neuroscience - Past 25 Years

0 rewiews
Explore a captivating lecture by 2024 Nobel Prize in Physics winner John Hopfield, delivered at the Kavli Institute for Theoretical Physics in 2010. Delve into the intricate relationship between experiment and theory in neuroscience over the past quarter…
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1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Sharp Estimates for Gowers Norms on Discrete Cubes

0 rewiews
Explore sharp estimates for Gowers norms on discrete cubes in this 57-minute lecture by Vjekoslav Kovač from the Hausdorff Center for Mathematics. Delve into optimal dimensionless estimates between Gowers U^k norms and l^p norms for functions supported o…
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1 Lesons
57 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Entropy and Curvature of Markov Chains on Metric Spaces

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Explore the Peres-Tetali conjecture and its implications for Markov chains in this 57-minute lecture by Justin Salez from the Hausdorff Center for Mathematics. Delve into the relationship between contraction in Wasserstein distance and relative entropy f…
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1 Lesons
57 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Sequential Recommendation with Collaborative Explanation via Mutual Information Maximization - Lecture 1

0 rewiews
Explore sequential recommendation with collaborative explanation, maximizing mutual information for enhanced explainability in search and recommendation systems.
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1 Lesons
19 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Information-to-Energy Conversion in an Autonomous Thermal Machine

0 rewiews
Explore the fascinating concept of information-to-energy conversion in autonomous thermal machines, delving into cutting-edge physics research and its potential applications.
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1 Lesons
35 minutes
On-Demand
Free-Video
Institute for Advanced Study

The Spin SYK Model

0 rewiews
Delve into quantum gravity and holography through the Spin SYK Model, exploring its emergent properties, SYK-like behavior, and implications for quantum spin glasses and many-body interactions.
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1 Lesons
50 minutes
On-Demand
Free-Video
Simons Institute

Large Language Models and Transformers: Perspectives from Physics, Neuroscience, and Theory

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Explore perspectives on large language models and transformers from physics, neuroscience, and theory with Stanford's Surya Ganguli in this insightful Simons Institute lecture.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
PCS Institute for Basic Science

Irreversibility and Inference: Classical and Quantum Reverse Processes via Bayesian Inversion

0 rewiews
Explore classical and quantum reverse processes through Bayesian inversion, delving into irreversibility and inference concepts with Clive Cenxin Aw.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Arvin Ash

Demystifying the Quantum Physics at the Root of All Chemistry

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Uncover the quantum physics behind chemical reactions, exploring how electron configurations, the Schrödinger equation, and entropy drive exothermic and endothermic processes in molecular interactions.
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9 Lesons
15 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Dimension of Stationary Measures - Lecture 3

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Delve into the dimension of stationary measures in random walks on matrix groups, exploring flag spaces, Oseledets measures, and configuration space dynamics. Gain insights into entropy and dimension addition.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Non-hyperbolic Measures of Maximally Possible Entropy in Transitive Dynamical Systems

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Explore the dynamics of nonhyperbolic partially hyperbolic diffeomorphisms, focusing on skew products of circle diffeomorphisms and their implications for ergodic measures and entropy in dynamical systems.
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1 Lesons
52 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Dimension of Stationary Measures in Random Walks on Matrix Groups - Lecture Series

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Explore the dimension of stationary measures in random walks, focusing on matrix group actions over flag spaces. Gain insights into exact dimensions, partial answers, and the intricate structure of flag spaces.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Strong Positive Recurrence for Diffeomorphisms

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Explore strong positive recurrence in diffeomorphisms, its implications for entropy-maximizing measures, and its equivalence to Lyapunov exponent continuity. Gain insights into smooth diffeomorphisms on compact surfaces.
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1 Lesons
58 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Dimension of Stationary Measures - Lecture 2

0 rewiews
Explore the dimension of stationary measures in random walks, focusing on matrix group actions over flag spaces. Gain insights into exact dimensions, partial answers, and the intricate structure of flag spaces.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Dimension of Stationary Measures - Lecture 4

0 rewiews
Delve into the dimension of stationary measures in random walks on matrix groups, exploring flag spaces, Oseledets measures, and configuration space dynamics.
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1 Lesons
52 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Continuity Properties of Lyapunov Exponents - Lecture 5

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Explore the control of Lyapunov exponents using entropy in smooth surface diffeomorphisms. Gain insights into recent research on expansion of smooth unstable curves and their relation to homoclinic tangencies.
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1 Lesons
59 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Continuity Properties of Lyapunov Exponents - Lecture 7

0 rewiews
Explore the control of Lyapunov exponents using entropy in smooth surface diffeomorphisms. Gain insights into recent research on expansion of smooth unstable curves and their relation to homoclinic tangencies.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Continuity Properties of Lyapunov Exponents for Smooth Surface Diffeomorphisms - Lectures 1 and 2

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Explore continuity properties of Lyapunov exponents in smooth surface diffeomorphisms. Gain insights into entropy control and its relation to expansion of smooth unstable curves and homoclinic tangencies.
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10 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Rigorous Computer Algorithms for Chaotic Dynamics - Lecture 1

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Dive into rigorous computer algorithms for chaotic dynamics, exploring spectral radius computation and its applications in hyperbolic systems and parameter estimation.
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1 Lesons
1 hour 35 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Entropy and Gibbs Measures for Hyperbolic Systems - Lecture 1

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Explore hyperbolic systems, entropy, and Gibbs measures. Delve into classical examples, SRB measures, mixing speeds, and geodesic flows. Examine random walks in hyperbolic space and related concepts.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Continuity Properties of Lyapunov Exponents - Lectures 3 and 4

0 rewiews
Delve into the continuity properties of Lyapunov exponents in smooth surface diffeomorphisms, exploring entropy control and the impact of near homoclinic tangencies on unstable curve expansion.
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1 Lesons
1 hour 39 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Rigorous Computer Algorithms for Chaotic Dynamics - Lecture 2

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Dive into rigorous computer algorithms for chaotic dynamics, exploring transfer operators, spectral radius computation, and estimating key parameters in hyperbolic systems.
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1 Lesons
1 hour 35 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Monotonicity of Entropy in Families of Interval Maps - Lecture 2

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Explore the transfer operator, holomorphic motions, and entropy monotonicity in interval maps. Gain insights into applications in rational dynamics and quadratic families.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Monotonicity of Entropy in Families of Interval Maps - Lecture 1

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Explore the transfer operator, holomorphic motions, and entropy monotonicity in interval maps. Gain insights into applications in rational dynamics and quadratic families.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Great Learning

Classification with Decision Trees

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Learn to implement classification using decision trees in R, covering key concepts like Gini index, entropy, and impurity measurement. Explore advantages, case studies, and various algorithms for effective machine learning applications.
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10 Lesons
2 hours 14 minutes
On-Demand
Free-Video

Thermodynamics - Interactive Screencasts

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Interactive screencasts with multiple-choice questions on thermodynamics concepts, covering topics from vapor-liquid equilibrium to entropy changes and phase diagrams.
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43 Lesons
30 minutes
On-Demand
Free-Video
NPTEL

Introduction to Aerospace Propulsion

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Explore aerospace propulsion's evolution, thermodynamics principles, and various power cycles. Gain insights into compressible flows and shock waves for a comprehensive understanding of propulsion systems.
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23 Lesons
21 hours
On-Demand
Free-Video
Ox educ

Statistical Mechanics

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Explore fundamental concepts of statistical mechanics, including thermodynamic potentials, entropy, free energy, ergodic hypothesis, and microcanonical ensemble.
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5 Lesons
30 minutes
On-Demand
Free-Video

Physical Chemistry - Thermodynamics, Statics, and Kinetics

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Comprehensive physical chemistry lectures covering thermodynamics, kinetics, and equilibrium. Explore gas laws, energy concepts, phase diagrams, reaction rates, and advanced topics in chemical systems.
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84 Lesons
13 hours
On-Demand
Free-Video

Intro Mechanics

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Explore fundamental mechanics concepts, from forces and momentum to energy and angular motion, with practical examples and visual aids for a comprehensive understanding.
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39 Lesons
8 hours
On-Demand
Free-Video
Professor Knudson

Applied Probability and Statistics Seminar Series

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Explore cutting-edge statistical applications in health, astrophysics, and healthcare equity through expert-led seminars on football injuries, dark matter detection, and racial disparities in prostate cancer outcomes.
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3 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Information Theory

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Explore entropy, compression, channel capacity, and Gaussian codebooks in this comprehensive overview of key information theory concepts and applications.
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4 Lesons
1 hour 30 minutes
On-Demand
Free-Video