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#Quantitative Analysis

Showing: 66 courses
Stanford University

Denoising Diffusion Models for Denoising Diffusion MRI - Tiange Xiang

0 rewiews
Explore innovative self-supervised denoising techniques for diffusion MRI using denoising diffusion models. Learn about a three-stage framework integrating statistic-based theory for improved medical imaging quality.
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26 Lesons
40 minutes
On-Demand
Free-Video
Santa Fe Institute

Animal Dominance Hierarchies - From Pecking Orders to Human Society

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Explore a century of research on dominance hierarchies in animals and humans, examining their impact on social structures, behavior, and evolution across species.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
ICTP-SAIFR

Quantifying Large-Scale Dynamics of Complex Molecular Assemblies

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Explore quantitative methods for analyzing large-scale dynamics in complex molecular systems, focusing on advanced techniques and their applications in molecular biophysics.
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1 Lesons
34 minutes
On-Demand
Free-Video
Houston Methodist DeBakey CV Education

Primary and Secondary Mitral Regurgitation: Phenotypes, Quantification, and CMR Role - Lecture

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Explore primary and secondary mitral regurgitation phenotypes, quantification methods, and the role of cardiac MRI in diagnosis and management.
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1 Lesons
57 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

5 Techniques to Increase Adoption Rates via Interpretability

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Discover 5 techniques to boost ML project adoption through enhanced model interpretability, fostering trust and bridging gaps between end-users and data scientists.
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1 Lesons
33 minutes
On-Demand
Free-Video
Institute for Advanced Study

Dynamical Evolution of Binaries in Star Clusters and Galaxies - Chris Hamilton

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Explore binary system evolution in star clusters and galaxies, focusing on tidal forces, Lidov-Kozai theory, and compact object mergers. Gain insights into celestial mechanics and astrophysical phenomena.
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16 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Institute for Advanced Study

Towards a Computational Model of the Brain - Tools for Mapping and Perturbing Neural Circuits - Ed Boyden

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Explore cutting-edge tools and techniques for mapping and manipulating neural circuits, advancing our understanding of brain structure and function at unprecedented levels of detail.
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31 Lesons
1 hour 25 minutes
On-Demand
Free-Video
BasisTech

Data Marketing Using the SOCIETAS Value Framework

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価値観フレーム「SOCIETAS」を活用したデータマーケティングの実践例と自然言語処理技術の応用について解説。顧客との関係構築に焦点を当てた価値観マーケティングの事例を紹介。
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1 Lesons
28 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Quantitative Homogenization of Interacting Particle Systems

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Explore quantitative homogenization of interacting particle systems with Jean-Christophe Mourrat. Gain insights into functional inequalities, optimal transport, and particle systems in this advanced mathematics lecture.
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1 Lesons
57 minutes
On-Demand
Free-Video
Cooper

Quantitatively Comparing APTs with MISP - MISP Summit 2018

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Explore quantitative methods for comparing Advanced Persistent Threats using MISP, enhancing threat intelligence analysis and cybersecurity strategies.
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1 Lesons
22 minutes
On-Demand
Free-Video
International Mathematical Union

Quantitative Analysis of Field Concentration in Presence of Closely Located

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Quantitative analysis of field concentration in composites with closely located inclusions, focusing on optimal estimates and asymptotic characterization in various physical contexts.
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1 Lesons
35 minutes
On-Demand
Free-Video
Linux Foundation

Growing Communities - A Research-based Framework for Eliminating Barriers to Contribution

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Explore a research-based framework for eliminating barriers to contribution in open source communities, focusing on internal processes, social challenges, and inclusion strategies.
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16 Lesons
23 minutes
On-Demand
Free-Video
Alan Turing Institute

Pseudo History and Digital History - The Dangerous Art of Text Mining

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Exploring the risks of text mining in historical analysis and advocating for a hybrid approach that combines data science with traditional historical methods.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Linux Foundation

Bridging the Gap: Incorporating Open Source into Product Managers' Toolbox

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Explore integrating open source into product management tools, quantifying benefits beyond risk and compliance for comprehensive business cases and improved collaboration.
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1 Lesons
41 minutes
On-Demand
Free-Video
Labroots

Mapping Communication Dynamics Between Physically Interacting Cells Using Hybrid Quantitative Proteomics

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Explore cutting-edge proteomics techniques for mapping cell-to-cell communication in cancer immunology, focusing on immune checkpoints and their potential in immunotherapy.
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1 Lesons
33 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Geometry and Topology of Decision

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Explore geometric and topological approaches to decision-making when faced with conflicting expert opinions, examining theoretical concepts and practical applications in various scenarios.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
International Mathematical Union

Mixing Time and Cutoff for One Dimensional Particle Systems

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Explores quantitative aspects of Markov chain convergence, focusing on mixing time and cutoff phenomenon in simple exclusion processes and random walks on the simplex.
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1 Lesons
46 minutes
On-Demand
Free-Video
TEDx

Chance to See Life - Expressing the World Through Probability

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Exploring mathematical models and probability to interpret the world, blending quantitative analysis with human nature insights for a unique perspective on life and investment.
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1 Lesons
18 minutes
On-Demand
Free-Video
Osmosis

Paired T-Test - Statistical Analysis for Comparing Group Means

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Explore paired t-tests: comparing means in two scenarios. Learn calculation methods, standard error, and when to use nonparametric alternatives for statistical analysis.
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5 Lesons
10 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

A Quantitative Neumann Lemma for Finitely Generated Groups - Measured Group Theory

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Explore coset covering functions in infinite, finitely generated groups. Discover lower bounds, linear growth in amenable groups, and exponential behavior in property (T) groups.
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1 Lesons
52 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

Quantitative Global Theory of One-Frequency Quasiperiodic Operators - Part I

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Explore quantitative global theory of one-frequency quasiperiodic operators, covering dynamic approaches, prototypical models, and applications in spectral problems.
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14 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Seds Online

Exploring Autogenic and Allogenic Processes in Lobyte3D

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Explore autogenic and allogenic processes in deep-water fan systems using Lobyte3D, a stratigraphic forward model, to investigate signal recording and extraction in sedimentary strata.
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30 Lesons
53 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Can Evolution Be Understood Quantitatively? by Daniel Fisher

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Explore quantitative approaches to understanding evolution, from basic laws to complex dynamics, using microbial experiments and theoretical models to unravel evolutionary processes and their implications.
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38 Lesons
1 hour 26 minutes
On-Demand
Free-Video
PLAY Chemistry

Application of Coordination Compounds in Chemistry

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Explore diverse applications of coordination compounds in analysis, water treatment, metal extraction, biological systems, catalysis, and more. Gain insights into their practical uses across industries.
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15 Lesons
24 minutes
On-Demand
Free-Video
PLAY Chemistry

Law of Reciprocal Proportion - Examples and Numericals

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Explore the Law of Reciprocal Proportion through examples, animations, and numericals. Master key concepts and solve problems to deepen understanding of chemical relationships.
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6 Lesons
11 minutes
On-Demand
Free-Video
Labroots

Quantitative and Qualitative Characterization of Cannabinoids in Hemp Pet Products

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Explore LC MS analysis of CBD oils in pet hemp products. Learn quantitative and qualitative techniques, compare UV and MSD analysis, and understand LoD/LoQ determination for accurate cannabinoid characterization.
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1 Lesons
24 minutes
On-Demand
Free-Video
Linux Foundation

Measuring the Impossible: Contribution Analysis for Open Source

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Explore innovative techniques for quantifying and analyzing contributions in open source projects, enhancing understanding of developer impact and project dynamics.
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1 Lesons
32 minutes
On-Demand
Free-Video
OWASP Foundation

Quantifiable Quality - The New Standard of Secure Code

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Explore innovative approaches to measure and enhance code security, focusing on quantifiable quality metrics for robust software development.
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1 Lesons
57 minutes
On-Demand
Free-Video
Linux Foundation

Quantitative Method for Open Source Contribution Value and Its Impact on Business Strategy

0 rewiews
Explore Sony's shift to quantitative analysis of open source contributions, its impact on business strategy, and methods for demonstrating value to executives and engineers.
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1 Lesons
35 minutes
On-Demand
Free-Video
Conf42

Techniques for SLOs and Error Budgets at Scale

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Explore techniques for implementing SLOs and error budgets at scale. Learn to quantify latency, measure availability, and use histograms effectively for large-scale systems and engineering teams.
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19 Lesons
30 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP - Debugging Neural Nets

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Practical strategies for identifying and resolving issues in neural networks for NLP, covering training and test-time problems, model architecture, and data analysis.
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18 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP - Debugging Neural Nets for NLP

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Practical strategies for debugging and optimizing neural networks in NLP, covering issues like training, overfitting, initialization, and evaluation metrics.
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22 Lesons
59 minutes
On-Demand
Free-Video
IEEE

Domains Do Change Their Spots: Quantifying Potential Abuse of Residual Trust

0 rewiews
Explore the potential abuse of residual trust in expired domains, analyzing DNS changes and their implications for cybersecurity and online trust.
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9 Lesons
20 minutes
On-Demand
Free-Video
Data Science Dojo

Feature Engineering for Web Bot Detection - Feature Engineering Tutorial

0 rewiews
Learn to detect automated web traffic through feature engineering, exploring bot types, their impact on businesses, and extracting useful features for effective bot detection.
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8 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Yannic Kilcher

PCGRL - Procedural Content Generation via Reinforcement Learning - Paper Explained

0 rewiews
Explore how reinforcement learning can be applied to game level design, framing it as a sequential decision-making process for fast and diverse level generation.
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8 Lesons
25 minutes
On-Demand
Free-Video
Open Data Science

Automated Insights in Finance Using Machine Learning & AI

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Explore AI and ML techniques for extracting actionable insights from alternative data sources in finance, leading to profitable trading strategies and robust portfolio construction.
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39 Lesons
45 minutes
On-Demand
Free-Video
Launchpad

Applied Machine Learning for Startups - Arshak Navruzyan

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Applied ML strategies for startups: practitioner training, team structures, guidelines, and cutting-edge techniques in NLP and deep learning.
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14 Lesons
32 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Machine Learning at Amazon by Rajeev Rastogi

0 rewiews
Explore machine learning applications at Amazon, from product recommendations to size prediction, with insights on challenges and innovative approaches in e-commerce AI.
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46 Lesons
1 hour
On-Demand
Free-Video
International Centre for Theoretical Sciences

ProtoDash - Fast Interpretable Prototype Selection by Karthik Gurumoorthy

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Explore ProtoDash, a fast interpretable prototype selection method for extracting compact representations of large datasets, with applications in causal reasoning, data relationships, and prediction accuracy improvement.
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34 Lesons
32 minutes
On-Demand
Free-Video
Paul G. Allen School

Deep Learning - Joan Bruna NYU

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Explore deep learning concepts, including lazy regime, relative scale, and practical applications in this comprehensive lecture by Joan Bruna from NYU.
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9 Lesons
1 hour 4 minutes
On-Demand
Free-Video
ACM SIGPLAN

Quantitative Weakest Hyper Pre Calculus for Non-Deterministic Programs

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Explore a novel weakest pre calculus for quantitative hyperproperties, enabling reasoning about hyperquantities in non-deterministic programs and extending hyper Hoare logic.
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1 Lesons
19 minutes
On-Demand
Free-Video
TED

X Equals Infinity - The Potential of New Crowdsourcing Research Platforms - TEDMED Great Challenges

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Explore innovative crowdsourcing platforms revolutionizing medical research, from microbiome analysis to voice-based disease monitoring, and their potential to accelerate scientific discoveries and improve patient care.
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21 Lesons
1 hour
On-Demand
Free-Video
media.ccc.de

A Few Quantitative Thoughts on Parking in Marburg - RC3 - 2020

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Analyse des données de stationnement à Marburg : tendances, modèles et prévisions pour optimiser l'utilisation des espaces de stationnement et améliorer la planification urbaine.
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9 Lesons
28 minutes
On-Demand
Free-Video
Linux Foundation

Digital Echoes - Understanding Mass Violence with Data and Statistics

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Exploring biases in data collection for mass violence, this talk challenges assumptions about representativeness and demonstrates how statistical analysis can address underreporting in human rights contexts.
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11 Lesons
24 minutes
On-Demand
Free-Video
Society for Experimental Biology

Novel Phenotypic Approaches in Quantitative Analysis of Plant Development and Performance

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Explore cutting-edge plant phenotyping techniques for quantitative analysis of development and performance, featuring innovative technologies and global perspectives on digital agriculture.
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16 Lesons
33 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Is Now A Good Time? An Empirical Study of Vehicle-Driver Communication Timing

0 rewiews
Empirical study on optimal timing for vehicle-driver communication, analyzing responses and automotive data to improve safety and user satisfaction in smart driving assistants and infotainment systems.
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16 Lesons
20 minutes
On-Demand
Free-Video
AGU

Measuring Soil C - Emerging Approaches

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Explore emerging approaches for measuring soil carbon with experts from the Soil Health Institute and Woodwell Climate Research Center, focusing on widespread quantification and monitoring techniques.
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37 Lesons
1 hour
On-Demand
Free-Video
USENIX

Risky Business - Investigating the Security Practices of Vendors on an Online Anonymous Market Using Ground-Truth Data

0 rewiews
Investigates security practices of vendors on dark web markets, revealing surprising vulnerabilities among digital item sellers compared to drug vendors. Analyzes password strength, 2FA usage, and PGP adoption.
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9 Lesons
16 minutes
On-Demand
Free-Video
TEDx

The Hidden History of Pop Music

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Explore the evolution of popular music through quantitative analysis, revealing structural changes and diversity trends over the past 50 years using innovative scientific approaches.
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1 Lesons
21 minutes
On-Demand
Free-Video
IEEE

Lay Down the Common Metrics - Evaluating Proof of Work Consensus Protocols' Security

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Quantitative analysis framework for evaluating security of Proof of Work consensus protocols, revealing vulnerabilities and proposing improvements for blockchain systems.
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1 Lesons
18 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

A Decade of Infosec Tools

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A quantitative study of 2000+ infosec tools from the past decade, analyzing their evolution and providing insights on creating effective cybersecurity tools.
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1 Lesons
32 minutes
On-Demand
Free-Video
Black Hat

Dragon Tails - Measuring Dependence on International Vulnerability Research

0 rewiews
Análisis cuantitativo del impacto de las restricciones chinas en la divulgación de vulnerabilidades de software, examinando su efecto en productos propietarios y de código abierto.
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1 Lesons
19 minutes
On-Demand
Free-Video
TED

The Human Insights Missing from Big Data

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Tricia Wang explores the limitations of big data and advocates for "thick data" - qualitative insights from real people - to make better business decisions and navigate uncertainty.
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1 Lesons
16 minutes
On-Demand
Free-Video

Quantifying Security's Value - It Can Be Done

0 rewiews
Explore methods to quantify security's value through ROI equations, scenario analysis, and expert models. Learn to effectively communicate security's importance to stakeholders.
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11 Lesons
20 minutes
On-Demand
Free-Video

Measuring Cyber Risk with Open FAIR

0 rewiews
Explore cyber risk measurement using Open FAIR, covering qualitative and quantitative analysis, threat event frequency, and scenario-based approaches for effective cybersecurity leadership.
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28 Lesons
46 minutes
On-Demand
Free-Video

Become the Puppet Master - The Battle of Cognition Between Man and Machine

0 rewiews
Explore cognitive battles between humans and machines, learning strategies to leverage AI while maintaining human advantage in decision-making and problem-solving processes.
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16 Lesons
30 minutes
On-Demand
Free-Video

Coming Up with the Next Wave of Cyber Innovations - Start by Thinking Inside the Box

0 rewiews
Explore innovative approaches to cyber defense through analogies, revolutionary characters, and creative thinking, encouraging breakthrough ideas in military and civilian contexts.
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18 Lesons
51 minutes
On-Demand
Free-Video
ACCU Conference

C++ Electronic Trading for Cpp Programmers

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Explore electronic trading for C++ developers, covering market dynamics, low-latency strategies, and optimized programming techniques for high-frequency trading systems.
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35 Lesons
1 hour 35 minutes
On-Demand
Free-Video
EuroPython Conference

Tips for the Scientific Programmer

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Practical insights for efficient scientific programming, covering parallelism, data management, memory optimization, and performance enhancement for large-scale numeric calculations.
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1 Lesons
45 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

인공지능 기반 펀드 운용 시스템: AI-Advisor의 개발과 적용

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Discover how SK's AI-powered robo-advisor revolutionizes fund management through deep learning and reinforcement learning, offering innovative solutions for financial investment products and market strategies.
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1 Lesons
33 minutes
On-Demand
Free-Video
Platform Engineering

Measuring Developer Productivity in Real Life - PlatformCon 2024

0 rewiews
Explore real-world strategies for measuring developer productivity, including metrics, tools, and approaches to enhance DevEx and platform maturity.
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1 Lesons
51 minutes
On-Demand
Free-Video
MBF Bioscience

Reconstructing Neuron and Vessel Morphology in Cleared Tissue

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Explore advanced techniques for automatic reconstruction of neurons and vessels from cleared tissue images using Neurolucida 360 Ultra's diverse tools for comprehensive morphometric analysis.
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1 Lesons
59 minutes
On-Demand
Free-Video
Paul G. Allen School

Open the Paths - Translating Experiences to Data

0 rewiews
Explore innovative methods for converting real-world experiences into meaningful data, enhancing decision-making and problem-solving across various fields and industries.
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1 Lesons
1 hour 43 minutes
On-Demand
Free-Video
Inside Livermore Lab

Quantitative Studies of Supersonic Microparticle Impacts on Metals

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Explore quantitative analyses of supersonic microparticle impacts on metals, uncovering insights into high-energy density science and material behavior under extreme conditions.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
MBF Bioscience

Techniques for Accurate Quantitative Analysis of C. elegans Behavior

0 rewiews
Explore advanced techniques for precise C. elegans behavior analysis, including WormLab features, parameter optimization, and comprehensive analysis tools.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Follow the Data: Memory-Centric Designs for Modern Datacenters

0 rewiews
Explore data-driven approaches for memory architecture in exascale supercomputing and cloud memory disaggregation. Gain insights into system-level memory problems and their solutions.
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4 Lesons
1 hour 2 minutes
On-Demand
Free-Video