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#Complexity

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Santa Fe Institute

Self-Organization at the Origin of Biological Construction - Corina E Tarnita

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Explore self-organization in biological systems, focusing on ants and social complexity. Learn how evolutionary biology explains the emergence of intricate structures and behaviors in nature.
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14 Lesons
38 minutes
On-Demand
Free-Video
Santa Fe Institute

Ignorance, Failure, Uncertainty, and the Optimism of Science

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Explore how ignorance, failure, and uncertainty drive scientific progress, fostering an optimistic outlook that embraces complexity and opens new possibilities for understanding and innovation.
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24 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Santa Fe Institute

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

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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

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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

Topological Scaling Laws and the Mathematics of Evolution

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Explore topological scaling laws in evolutionary biology, examining phylogenetic tree structures and their implications for understanding large-scale evolutionary patterns and processes.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
University of Oxford

The Number Mysteries - Marcus du Sautoy

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Explore the unexpected applications of mathematics in predicting the future, from prime numbers to football, in this engaging lecture by Marcus du Sautoy.
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14 Lesons
59 minutes
On-Demand
Free-Video
Institute for Advanced Study

Random Quantum Circuits, Phase Transitions and Complexity - Aram Harrow

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Explore quantum complexity, random circuits, and phase transitions in higher dimensions, with applications to tensor networks and simulation algorithms.
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20 Lesons
41 minutes
On-Demand
Free-Video
Institute for Advanced Study

Complexity and Gravity III - Leonard Susskind

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Explore the intricate relationship between quantum complexity and gravity with renowned physicist Leonard Susskind in this advanced theoretical physics lecture.
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16 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Institute for Advanced Study

Complexity and Gravity - Leonard Susskind

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Explore the connection between quantum complexity and gravity with renowned physicist Leonard Susskind, delving into concepts like quantum circuits, relative complexity, and entropy.
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14 Lesons
1 hour 27 minutes
On-Demand
Free-Video
TEDx

És el Moment d'Atrevir-se - Explorant el Futur amb Audàcia i Innovació

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Exploració audaç del futur: Alfons Cornella proposa una nova mentalitat per abordar la complexitat del món, destacant la importància de la rebel·lia, l'audàcia i la curiositat per innovar i transformar organitzacions.
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1 Lesons
18 minutes
On-Demand
Free-Video
TEDx

La complessità e me - Sfidare il pensiero logico tradizionale

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Riflessione sulla complessità come sfida al pensiero logico tradizionale, esplorando il suo ruolo nell'incontro con l'Altro e nell'amplesso della vita con sé stessa.
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1 Lesons
29 minutes
On-Demand
Free-Video
Alan Turing Institute

Learning Logically Defined Hypotheses - Martin Grohe, RWTH Aachen University

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Explore a declarative framework for machine learning using logic-defined hypotheses, discussing learnability results for various logics over strings, trees, and graphs.
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21 Lesons
45 minutes
On-Demand
Free-Video
TEDx

Becoming a Future-Intelligent Leader in 5 Easy Steps

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Discover 5 steps to become a future-intelligent leader, protecting humanity in an AI-driven world. Learn to use anticipation and foresight tools for effective leadership in complex, rapidly changing environments.
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1 Lesons
15 minutes
On-Demand
Free-Video
TheIACR

Cryptanalysis 2

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Explore cryptanalysis techniques, focusing on discrete logarithm problems in finite fields. Learn about L notation, historical developments, and computational complexity.
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14 Lesons
52 minutes
On-Demand
Free-Video
Insights into Mathematics

The Sporadic Nature of Big Numbers - Data Structures in Mathematics

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Explores how arithmetic breaks down with large numbers, revealing most "numbers" are invisible to us. Challenges conventional number theory and questions the nature of natural numbers.
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9 Lesons
32 minutes
On-Demand
Free-Video
Insights into Mathematics

The Chaotic Complexity of Natural Numbers - Data Structures in Mathematics

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Exploring the complex nature of arithmetic with large numbers, focusing on exponential and triangular complexity, and examining the role of powers in mathematical computations.
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7 Lesons
38 minutes
On-Demand
Free-Video
ICTP Mathematics

Solving the 4NLS with White Noise Initial Data

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Explore white noise initial data in solving 4NLS, covering Hamiltonian PDE, globalization arguments, and limit equations. Gain insights into complex mathematical concepts and proofs.
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16 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Dimension, Complexity and K Theory

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Explore connections between dimension theory, complexity, and K-theory in mathematics, focusing on applications in topology and geometry. Gain insights into cutting-edge research in these interconnected fields.
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1 Lesons
58 minutes
On-Demand
Free-Video
QuantumTopology

Complexity and Invariants of Knot Diagrams, Curves, and Surfaces

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Explore complexity and invariants in knot diagrams, curves, and surfaces with Tahl Nowik. Gain insights into advanced topological concepts and their applications in quantum topology.
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1 Lesons
56 minutes
On-Demand
Free-Video
Steve Brunton

What Is Turbulence? - Turbulent Fluid Dynamics Are Everywhere

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Explore the fundamental characteristics of turbulent fluid dynamics, their prevalence in nature and engineering, and the role of Reynolds number in controlling complexity.
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11 Lesons
30 minutes
On-Demand
Free-Video
The Royal Institution

What Is Reality? - With Frank Wilczek

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Nobel laureate Frank Wilczek explores fundamental concepts shaping our understanding of the universe, including time, space, matter, energy, complexity, and complementarity, offering insights into the nature of reality.
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16 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Entropy Estimators for Markovian Systems

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Explore entropy estimators for Markovian systems, delving into advanced concepts and methodologies in statistical physics and complex systems analysis.
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1 Lesons
41 minutes
On-Demand
Free-Video
Simons Institute

The Arrow of Time in Causal Networks

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Explore the macroscopic arrow of time, causal networks, and their relation to fundamental physics. Delve into entropy, complexity, and the nature of causality in our universe.
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21 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Steve Brunton

Machine Learning for Fluid Dynamics: Models and Control

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Explore machine learning applications in fluid dynamics modeling and control, covering patterns, complexity, RANS closure models, SINDY, and deep MPC for flow control.
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7 Lesons
32 minutes
On-Demand
Free-Video
TheIACR

Fine-Grained Cryptography: A New Frontier?

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Explore fine-grained cryptography's frontier with Alon Rosen. Delve into public key encryption, polynomial proofs of work, and MA proof systems, uncovering new possibilities in cryptographic complexity.
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17 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Simons Institute

Reinforcement Learning in Feature Space: Complexity and Regret

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Explore reinforcement learning in feature space, focusing on complexity, regret analysis, and innovative approaches like MatrixRL. Learn about state feature mapping and its applications in real-world scenarios.
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23 Lesons
45 minutes
On-Demand
Free-Video
Simons Institute

Adversarial Examples

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Explore the intriguing world of adversarial examples in deep learning, their implications, and theoretical frameworks with expert Sébastien Bubeck from Microsoft Research.
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9 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Simons Institute

Lattices, Multilinear Maps and Program Obfuscation

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Explore advanced lattice-based cryptography, focusing on multilinear maps and program obfuscation. Learn about trapdoor sampling, evaluation techniques, and applications in pseudorandom functions and private constraints.
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17 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Simons Institute

Lattices and Encrypted Computation

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Explore lattice-based cryptography, focusing on fully homomorphic encryption and its breakthroughs. Learn about key switching, modular computation, and multi-key encryption in this advanced talk.
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15 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Simons Institute

Algebraic Lattices and Ring Learning With Errors

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Explore algebraic lattices and Ring Learning with Errors, covering key concepts, operations, and hardness theorems in cryptography and lattice-based algorithms.
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13 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Simons Institute

Complexity of Lattice Problems

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Explore lattice problems' complexity, including shortest vector problem, hardness of approximation, and open challenges in lattice-based cryptography.
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14 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Time-Dependent Hamiltonian Simulation of Highly Oscillatory Dynamics - IPAM at UCLA

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Explore highly oscillatory dynamics in quantum systems, focusing on efficient simulation algorithms for time-dependent Hamiltonians with applications in various scientific fields.
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11 Lesons
35 minutes
On-Demand
Free-Video
Simons Institute

Lattice Trapdoors

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Explore lattice trapdoors in cryptography, their algorithms, complexity, and applications in program obfuscation with expert Shweta Agrawal from IIT Madras.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Institute

Mathematics of Lattices

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Explore fundamental concepts and applications of lattice theory in algorithms, complexity, and cryptography with expert insights from UC San Diego researcher Daniele Micciancio.
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1 Lesons
1 hour 42 minutes
On-Demand
Free-Video
Simons Institute

Quantum Random Walks

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Explore quantum random walks and their applications in algorithms, complexity, and cryptography, with insights from expert Andras Gilyen.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Simons Institute

Quantum Cryptography - Beyond QKD

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Explore advanced quantum cryptography concepts beyond Quantum Key Distribution, delving into lattice-based algorithms and their applications in complex cryptographic systems.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
MITCBMM

Statistical Learning Theory and Applications - Class 16

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Explore statistical learning theory, focusing on complexity, dual norm equality, and calligraphic G. Gain insights into advanced concepts and their applications in machine learning.
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6 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Paul G. Allen School

Deep Learning I - Joan Bruna NYU

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Explore supervised learning, empirical risk, and fundamental theorems in deep learning with NYU professor Joan Bruna's comprehensive lecture on neural network foundations.
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12 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Institute

Dynamic Algorithms for Packing-Covering LPs via Multiplicative Weight Updates

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Explore dynamic algorithms for packing-covering LPs using multiplicative weight updates, focusing on near-optimal approximation algorithms and complexity analysis in dynamic settings.
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1 Lesons
47 minutes
On-Demand
Free-Video
Alan Turing Institute

Masterclass for Optimisation - Professor Coralia Cartis, University of Oxford

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Explore advanced optimization techniques for large-scale problems with Professor Coralia Cartis. Learn about algorithm development, analysis, and implementation for various problem classes in numerical optimization.
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1 Lesons
1 hour 53 minutes
On-Demand
Free-Video
Conf42

Is It Time to Put Your Pet Kubernetes Down?

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Explore the potential drawbacks of Kubernetes and consider alternative solutions for managing containerized applications in modern DevOps environments.
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2 Lesons
15 minutes
On-Demand
Free-Video
ACM SIGPLAN

String Solving for Verification - TutorialFest at POPL 2024

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Explore string solving techniques for software verification, focusing on theory, implementations, and applications in programming languages and security analysis.
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1 Lesons
3 hours 31 minutes
On-Demand
Free-Video
TED

The Revolutionary Power of Diverse Thought

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Novelist Elif Shafak explores the importance of diversity, democracy, and cosmopolitanism in response to authoritarianism, emphasizing the power of plurality and the need to embrace complexity in our identities and politics.
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1 Lesons
22 minutes
On-Demand
Free-Video
Red Hat

Kubernetes and the Platform of the Future

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Explore the future of Kubernetes and OpenShift with Red Hat experts. Gain insights on container ecosystems, operator frameworks, and evolving platform technologies for modern applications.
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8 Lesons
37 minutes
On-Demand
Free-Video
IEEE

Quantum Isomorphism Is Equivalent to Equality of Homomorphism Counts from Planar Graphs

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Explore quantum isomorphism and its equivalence to homomorphism counts from planar graphs, delving into quantum strategies, permutation matrices, and bilabel graphs.
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13 Lesons
25 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Secure Stable Matching at Scale

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Explore secure stable matching algorithms for large-scale applications, focusing on privacy preservation and efficient computation in scenarios like medical residency matching.
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14 Lesons
27 minutes
On-Demand
Free-Video
Unity

UIForia - User Interface Euphoria

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Discover UIForia, a powerful UI engine for Unity games. Learn about fast data binding, efficient layouts, hot reloading, and performance optimization for seamless user interfaces.
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18 Lesons
40 minutes
On-Demand
Free-Video
NDC Conferences

Embracing Simplicity

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Explore the value of simplicity in software development and learn practical tools for simplification, from embracing Unix philosophy to thinking like a writer and respecting time.
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21 Lesons
48 minutes
On-Demand
Free-Video
USENIX

Ceci N'est Pas un CPU Load

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Explore the limitations of digital troubleshooting compared to analog electronics, and discover why our mental models for digital systems are constrained.
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14 Lesons
16 minutes
On-Demand
Free-Video
USENIX

Complexity - The Crucial Ingredient in Your Kitchen

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Explore how software engineering can learn from NASA's Challenger incident, drawing parallels to modern reliability challenges and navigating complexity in system architecture.
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7 Lesons
29 minutes
On-Demand
Free-Video
TEDx

The Definitive 30

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Prahlad Rao discusses the future for Indian youth, focusing on nine career competencies and essential skills for success in a VUCA world, while emphasizing the importance of leaving a lasting legacy.
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1 Lesons
19 minutes
On-Demand
Free-Video
TEDx

Power of Subconscious Mind

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Explore the untapped potential of your subconscious mind and its impact on decision-making. Learn to harness inner complexity for personal growth and meaningful change in this thought-provoking talk.
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1 Lesons
17 minutes
On-Demand
Free-Video
Devoxx

Devops - What Does Devops Culture Mean for Engineers

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Explore DevOps culture's impact on engineers, addressing challenges, benefits, and strategies for organizational change. Learn to foster collaboration, continuous improvement, and effective software delivery.
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46 Lesons
44 minutes
On-Demand
Free-Video
GOTO Conferences

The Perfect Language

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Explore the quest for the perfect programming language, examining modern language design, tradeoffs, and future tools to make programming less challenging.
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1 Lesons
45 minutes
On-Demand
Free-Video
TED

The History of Our World in 18 Minutes

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David Christian presents a captivating overview of the universe's history, from the Big Bang to modern times, offering a unique perspective on complexity, life, and humanity's place in the cosmic timeline.
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1 Lesons
18 minutes
On-Demand
Free-Video
GOTO Conferences

Craftsmanship - Code, Guitars & Tech

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Explore the unexpected parallels between crafting music, building guitars, and writing software. Discover shared principles of creativity, problem-solving, and decision-making across these diverse disciplines.
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11 Lesons
56 minutes
On-Demand
Free-Video

Hackers - Hooligans - Heists - History

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Explore the evolution of cybersecurity threats and defenses, from early malware to modern espionage, examining key historical events and technological shifts that shape today's digital landscape.
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13 Lesons
57 minutes
On-Demand
Free-Video
TheIACR

Cryptanalysis of Round-Reduced LED

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Explore cryptanalysis techniques for round-reduced LED cipher, including differential characteristics, complexity analysis, and advanced attack methods.
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11 Lesons
24 minutes
On-Demand
Free-Video
awwwards.

Complexity and Experience in Design

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Explore the relationship between complexity and experience in design, discussing reasonable rates of change and strategies for better personal attitudes and working habits.
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1 Lesons
28 minutes
On-Demand
Free-Video
Web Summit

Network Intelligence

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Explore the structure of LinkedIn's Economic Graph, revealing global talent flows and microindustries through complex systems analysis and network intelligence.
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15 Lesons
23 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Observability 101

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Learn key concepts of observability in cloud-native environments, including Prometheus, OpenMetrics, Loki, and Tempo, to enhance system monitoring and troubleshooting capabilities.
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18 Lesons
27 minutes
On-Demand
Free-Video
JSConf

Let's Make JavaScript Programs Faster

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Explore techniques to optimize JavaScript performance, focusing on efficient API usage, iteration methods, and code execution strategies for faster and more maintainable programs.
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17 Lesons
22 minutes
On-Demand
Free-Video
NDC Conferences

Deliberate Architecture

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Explore deliberate software architecture focusing on constraints and qualities, avoiding feature distractions, and designing systems based on major forces for better stakeholder outcomes.
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27 Lesons
44 minutes
On-Demand
Free-Video
TED-Ed

The History of Our World in 18 Minutes

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Explore the universe's complete history, from the Big Bang to the Internet, in a captivating 18-minute journey through time, complexity, and human existence.
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1 Lesons
18 minutes
On-Demand
Free-Video
TED

Lessons from Fungi on Markets and Economics

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Explore how fungi networks mirror human economies, revealing insights on resource inequality and strategic trading behaviors in nature, with implications for understanding complex economic systems.
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6 Lesons
16 minutes
On-Demand
Free-Video
Confreaks

Simple by Default - A New Model for Complexity in Development

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Explore a new model for understanding complexity in development, aiding in the adoption of React, React Native, and Next.js.
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1 Lesons
22 minutes
On-Demand
Free-Video
NASA Astrobiology

Exploring the Molecular Limits of Life Using Assembly Theory - AbGradCon 2023

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Explore molecular limits of life through Assembly Theory in this astrobiology talk. Gain insights into cutting-edge research on life's origins and potential extraterrestrial existence.
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1 Lesons
19 minutes
On-Demand
Free-Video
TEDx

Living Simple in an Era of Complexities

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Explore strategies for simplifying life amidst modern complexities, drawing from 30+ years of leadership experience across education, corporate, and UN sectors.
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1 Lesons
25 minutes
On-Demand
Free-Video
NDC Conferences

Embracing Simplicity

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Explore the value of simplicity in software development and learn practical tools for reducing complexity in your daily work and life.
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19 Lesons
50 minutes
On-Demand
Free-Video
GOTO Conferences

Navigating Complexity with Systems Thinking

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Explore systems thinking to navigate complexity in software development and organizations. Learn holistic approaches for effective problem-solving, leadership, and driving meaningful change in interconnected environments.
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8 Lesons
41 minutes
On-Demand
Free-Video
CityTV.nl

Quit Simplifying - The Misconception of DevOps as a Simplification Framework

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Explore DevOps beyond simplification, understanding its true nature in technology, business, and management through abstraction and automation.
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1 Lesons
46 minutes
On-Demand
Free-Video
ICTP-SAIFR

Information Theory Tools for Neuroscience Applications - Class 1 of 3

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Explore information theory tools for neuroscience, covering dynamical systems, chaos, complexity measures, and probability distributions in this comprehensive lecture.
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15 Lesons
58 minutes
On-Demand
Free-Video
Black Hat

Our Kryptonite - A Defendable Internet

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Exploring the challenges and potential solutions for creating a defendable Internet, examining incentives, economics, and the balance between security and openness in the digital landscape.
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24 Lesons
1 hour
On-Demand
Free-Video