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#Experimental Design

Showing: 80 courses
NPTEL

Biostatistics and Design of Experiments

2 rewiews
The course encompasses topics such as distribution of data, sample size, tests of significance, data reduction, regression analysis, comparison of performance of drugs in clinical trials, design of experiments, screening and second order designs.
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40 Lesons
20 hours
On-Demand
Free-Video
The Rockefeller University

Talking Science - Life, Through a Lens Featuring Sanford M. Simon

1 rewiews
Explore cellular biophysics through advanced imaging techniques, experimental insights, and scientific philosophy with Dr. Sanford M. Simon in this engaging lecture for high school students.
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11 Lesons
2 hours 44 minutes
On-Demand
Free-Video
Santa Fe Institute

Collective Behavior of Honeybees & Fireflies

0 rewiews
Explore collective behavior in honeybees and fireflies, revealing how diversity and self-organization lead to emergent intelligence and adaptive swarm dynamics in insect communities.
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17 Lesons
1 hour 1 minute
On-Demand
Free-Video
Santa Fe Institute

Helena Miton on Cultural Evolution in Music and Writing Systems

0 rewiews
Explore cultural evolution in music and writing systems, examining how material constraints and cognitive factors shape the development of rhythms and letter forms across societies and time.
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26 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Santa Fe Institute

James Evans on Social Computing and Diversity by Design

0 rewiews
Exploring social computing's impact on scientific research, team diversity, and human-AI collaboration in the pursuit of novel insights and wisdom.
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12 Lesons
1 hour
On-Demand
Free-Video
Santa Fe Institute

InterPlanetary Festival - Opening Remarks and Sandbox Thinking Panel

0 rewiews
Explore innovative sandboxes for thinking and playing, featuring insights from experts on creative problem-solving and interactive learning environments.
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1 Lesons
35 minutes
On-Demand
Free-Video
Pennsylvania State University

Statistics

0 rewiews
Explore advanced statistical design techniques including Latin squares, Plackett-Burman designs, and factorial experiments. Learn to analyze complex data using GLM, ANOVA, and regression methods.
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19 Lesons
30 minutes
On-Demand
Free-Video
University of Central Florida

Multi-Agent Diverse Generative Adversarial Networks

0 rewiews
Explore diverse generative adversarial networks, focusing on multi-agent systems, mode collapse prevention, and competing objectives in machine learning.
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11 Lesons
37 minutes
On-Demand
Free-Video
University of Central Florida

Computer Vision: Tokens and Cross-View Fusion - Lecture 22

0 rewiews
Explore tokens, cross-view fusion, and attention in computer vision, examining experimental results and innovations in multi-view learning techniques.
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13 Lesons
33 minutes
On-Demand
Free-Video
Broad Institute

Generative AI for Modeling Single-Cell Responses

0 rewiews
Explore generative AI applications in single-cell response modeling, covering data integration, representation learning, and multiomics analysis for biomedical insights.
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23 Lesons
1 hour 2 minutes
On-Demand
Free-Video
statisticsmatt

General Linear Models - Design of Experiments

0 rewiews
Comprehensive exploration of general linear models and experimental design, covering ANOVA, factorial designs, and advanced statistical concepts with practical examples and R software illustrations.
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107 Lesons
22 hours
On-Demand
Free-Video

Biostatistics

0 rewiews
Explore advanced biostatistics techniques, from ANOVA to experimental design, enhancing your ability to analyze scientific data and interpret research papers effectively.
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16 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Futur Academy

Experimental Typography Design Critique

0 rewiews
Explore experimental typography techniques, from digital to analog, to create expressive and unique designs. Learn from industry experts through critiques and hands-on demonstrations of innovative typographic approaches.
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15 Lesons
2 hours 11 minutes
On-Demand
Free-Video

Fundamentals of Biostatistics

0 rewiews
Learn to design studies, analyze data, and interpret results for biology research, healthcare, and public health applications using statistical tools and methods.
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28 Lesons
13 hours
On-Demand
Free-Video

Research Methods - Psychology A-Level - AQA Paper 2

0 rewiews
Comprehensive revision of research methods for AQA A-level Psychology Paper 2, covering experimental designs, data collection techniques, statistical analysis, and scientific principles.
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30 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Institute for Advanced Study

Using Discrepancy Theory to Improve the Design of Randomized Controlled Trials - Daniel Spielman

0 rewiews
Explore discrepancy theory's application in randomized controlled trials, enhancing experimental design and statistical analysis for more accurate and efficient research outcomes.
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29 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Institute for Advanced Study

Toward a Causal Analysis of Generalization in Deep Learning - Behnam Neyshabur

0 rewiews
Explore causal factors behind deep learning generalization, examining measures like path norm, flatness, and gradient noise to predict and understand model performance.
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21 Lesons
33 minutes
On-Demand
Free-Video
Institute for Advanced Study

The Primacy of Experiment - Kyle Cranmer

0 rewiews
Explore the interplay between physics and mathematics, focusing on experimental validation and the potential for unifying theories in understanding the universe's fundamental laws.
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9 Lesons
34 minutes
On-Demand
Free-Video
IEEE

EM Fingerprints - Identifying Unauthorized Hardware Substitutions in the Supply Chain Jungle

0 rewiews
Explore electromagnetic fingerprinting techniques to detect unauthorized hardware substitutions in supply chains, enhancing security against sophisticated attacks.
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12 Lesons
32 minutes
On-Demand
Free-Video
IEEE

SoK- Differential Privacy as a Causal Property

0 rewiews
Explores differential privacy as a causal property, offering a simple characterization without data independence assumptions and resolving prior disagreements about its consequences and applications.
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10 Lesons
16 minutes
On-Demand
Free-Video
IEEE

Blacksmith- Compromising Target Row Refresh by Rowhammering in the Frequency Domain

0 rewiews
Explore frequency-domain Rowhammer attacks bypassing Target Row Refresh, with insights on mitigations, experiments, and scalable solutions for compromising DRAM security.
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7 Lesons
19 minutes
On-Demand
Free-Video
MITCBMM

Systems Neuroscience Using fMRI - Studying the Brain to Understand the Mind

0 rewiews
Explore fMRI principles and applications in neuroscience, including experiment design, intuitive physical inference, and the neural basis of social rejection and physical pain.
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7 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

HARK No More - Preregistration of CHI Experiments

0 rewiews
Explores preregistration of experiments in HCI research to prevent post-hoc hypothesizing, discussing its adaptation and benefits for improving the discipline's scientific rigor.
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1 Lesons
22 minutes
On-Demand
Free-Video
Alan Turing Institute

From Big Data to Right Data - Dr. Lior Horesh, IBM

0 rewiews
Explore a hybrid approach combining first-principles and machine learning for meta-level optimization, shifting focus from big data to right data in experimental design and inverse problems.
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1 Lesons
55 minutes
On-Demand
Free-Video
MICDE University of Michigan

Robot Scientist - Exploring Artificial Intelligence in Research

0 rewiews
Explore cutting-edge research in robotics and artificial intelligence with insights from a leading expert in the field.
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1 Lesons
29 minutes
On-Demand
Free-Video
Neuro Symbolic

Ideas on Conducting Experiments in AI and ML

0 rewiews
Explore various experimental approaches in AI and ML, focusing on methodologies used in cutting-edge research and practical applications.
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1 Lesons
25 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Topological Data Analysis for Quantifying Plant Morphology

0 rewiews
Explore topological data analysis for plant morphology using persistent homology and Euclidean Distance Transform. Learn applications in hurricane video data and XRay CT scans of plants.
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12 Lesons
30 minutes
On-Demand
Free-Video
Paul G. Allen School

Kaemika App - Simulating Reaction Networks and Digital Protocols

0 rewiews
Explore integrated descriptions for automated scientific processes, extracting models and protocols for analysis and execution using the Kaemika app across multiple platforms.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Words Matter: How Language Choices Predict Societal Trends and Outcomes in Media, Health and Policing

0 rewiews
Explore how language patterns in media, health discussions, and police interactions predict societal trends and outcomes. Gain insights into communication challenges and their real-world implications.
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1 Lesons
45 minutes
On-Demand
Free-Video
Labroots

Multilevel Statistical Modeling for Proteomic Experiments With Complex Designs and Isobaric Labeling

0 rewiews
Learn advanced statistical modeling techniques for complex proteomic experiments using isobaric labeling, focusing on multilevel designs and time-series data analysis.
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1 Lesons
46 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Learning from Data: The Two Cultures

0 rewiews
Explore statistical and task modeling approaches in AI, their strengths, limitations, and the importance of integrating principles from both cultures for more robust and responsible machine learning.
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28 Lesons
1 hour
On-Demand
Free-Video
Valence Labs

A Causal Inference Framework for Combinatorial Interventions

0 rewiews
Explore a novel latent factor model for estimating causal effects of combinatorial interventions, addressing challenges in factorial experiments and recommendation systems.
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10 Lesons
54 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Bayesian Causal Inference: A Potential Outcome Perspective with Applications - Lecture

0 rewiews
Explore Bayesian causal inference from a potential outcome perspective, with practical applications and insights from Fabrizia Mealli's conference talk.
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1 Lesons
53 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Basic Definitions in Probability Theory - Introduction and Experiment

0 rewiews
Learn fundamental probability concepts through clear definitions and practical experiments, enhancing your understanding of statistical principles.
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3 Lesons
12 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Issues in Hypothesis Testing - Part 1

0 rewiews
Explore key issues in hypothesis testing, including error types, biases, and experimental design strategies for more robust scientific research.
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1 Lesons
19 minutes
On-Demand
Free-Video
MITCBMM

What You See Is What IT Gets - Responses in Primate Visual Cortex During Natural Viewing

0 rewiews
Explores primate visual cortex responses during natural viewing, revealing how neurons in the interior temporal cortex react to faces and repeated fixations, providing insights into our stable visual perception.
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8 Lesons
38 minutes
On-Demand
Free-Video
MITCBMM

Using Population Decoding to Understand Neural Content and Coding

0 rewiews
Explore neural population decoding to uncover abstract representations in the brain, analyzing experiments on invariance and information processing in visual cognition.
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17 Lesons
59 minutes
On-Demand
Free-Video
UF Thompson Earth Systems Institute TESI

SEFS Webinar - Dr. Durkin - Nature of Science

0 rewiews
Explore the nature of science through Dr. Durkin's PhD research, covering evolution, experimental design, and artificial selection in parasitic mites and their attachment to flies.
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15 Lesons
34 minutes
On-Demand
Free-Video
EvoEcoSeminars

Ecology and Evolution of Microbial Social Lives

0 rewiews
Explore microbial social dynamics, cooperation, and adaptation in diverse environments. Discover evolutionary strategies and ecological impacts of microbial interactions.
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31 Lesons
1 hour 1 minute
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Heat Transport Efficiency Beyond the So-Called 'Ultimate' Regime

0 rewiews
Explores innovative approaches to thermal convection, challenging traditional Rayleigh-Bénard models with radiative heating techniques to achieve more efficient heat transport in turbulent flows.
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1 Lesons
26 minutes
On-Demand
Free-Video
Chemometrics & Machine Learning in Copenhagen

TUSCA: A Method for Tucker3 Modeling with ASCA+ - Webinar

0 rewiews
Explore TUSCA, a novel method combining Tucker3 and ASCA+ for analyzing multi-way datasets from designed experiments, enhancing interpretation and visualization of complex data structures.
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1 Lesons
56 minutes
On-Demand
Free-Video
Simons Institute

Debugging Genomic Profiling Experiments and Predictive Models with Interpretation Tools

0 rewiews
Explore deep learning models in genomics, uncovering latent biases and technical artifacts. Learn to design efficient models that correct biases and reveal novel insights into gene regulation.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Measurement Uncertainty in Physics

0 rewiews
Explore measurement uncertainty in physics, focusing on experimental techniques, error analysis, and data interpretation to enhance research skills and scientific accuracy.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
American Society for Microbiology

Evidence vs. Pseudoscience: Ensuring Students Understand How Science Is Done - JMBE Live

0 rewiews
Explore how Course-based Undergraduate Research Experiences (CUREs) provide students with hands-on scientific discovery, fostering understanding of evidence-based practices and distinguishing science from pseudoscience.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

What Scientists Actually Do - Part 1

0 rewiews
Explore the process of scientific inquiry, including formulating questions, developing hypotheses, and understanding the multifaceted nature of a scientist's work.
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1 Lesons
26 minutes
On-Demand
Free-Video
Dot Physics

Physics Lab: Using Data to Plot Linear Functions

0 rewiews
Learn to create linear graphs for physics labs using Vernier's Graphical Analysis software, enhancing data visualization and analysis skills.
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1 Lesons
25 minutes
On-Demand
Free-Video
Dot Physics

Physics Lab: Does the Launch Velocity Depend on Launch Angle?

0 rewiews
Explore the relationship between launch velocity and angle in physics experiments using ball launchers, deriving equations and analyzing data plots.
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1 Lesons
26 minutes
On-Demand
Free-Video
Labroots

Immunophenotyping Unleashed - A Partner in Panel Design

0 rewiews
Explore multicolor flow cytometry advancements, panel design strategies, and optimization techniques for complex immunophenotyping experiments in this comprehensive webinar.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Labroots

Reshaping Cell Biology Experiments for Automation

0 rewiews
Discover how automation can revolutionize cell biology experiments, increasing efficiency, reproducibility, and scalability while reducing manual labor and enhancing traceability in laboratory workflows.
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1 Lesons
46 minutes
On-Demand
Free-Video
Java

JVM Benchmarking Techniques and Pitfalls - Lecture by Aleksey Shipilev

0 rewiews
Explore JVM benchmarking techniques with expert Aleksey Shipilev, covering optimization, performance analysis, and common pitfalls in Java performance testing.
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36 Lesons
43 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Rowing Beyond: Investigating Steering Methods for VR Rowing Locomotion

0 rewiews
Exploring innovative steering techniques for rowing-based locomotion in 2D and 3D virtual reality environments, comparing head, hand, and feet movements for performance, user experience, and VR sickness.
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1 Lesons
15 minutes
On-Demand
Free-Video
Yannic Kilcher

Spurious Normativity Enhances Learning of Compliance and Enforcement Behavior in Artificial Agents

0 rewiews
Explore how arbitrary social norms enhance learning of rule enforcement in AI agents, with insights on societal implications and potential applications in artificial general intelligence.
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23 Lesons
1 hour 37 minutes
On-Demand
Free-Video
Graham Neubig

CMU Advanced NLP: Experimental Design

0 rewiews
Learn advanced NLP research techniques, from formulating questions to conducting experiments, with a focus on scientific methods and practical applications in natural language processing.
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22 Lesons
1 hour 14 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Differentiable Programming for End-to-end Optimization of Experiments - Lecture 6

0 rewiews
Explore differentiable programming for optimizing experiments in high-energy physics, focusing on end-to-end solutions and advanced machine learning techniques.
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1 Lesons
2 hours 6 minutes
On-Demand
Free-Video
USENIX Enigma Conference

When the Magic Wears Off - Flaws in Machine Learning for Security Evaluations

0 rewiews
Explores biases in machine learning for malware classification, proposing constraints and metrics for realistic evaluation. Introduces TESSERACT framework to improve classifier performance and ensure fair comparisons.
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1 Lesons
24 minutes
On-Demand
Free-Video
Launchpad

Overly Optimistic Prediction Results on Imbalanced Data - Flaws and Benefits of Over-sampling

0 rewiews
Explore flaws and benefits of over-sampling in imbalanced datasets, examining prediction results and comparing studies to improve machine learning model performance.
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10 Lesons
22 minutes
On-Demand
Free-Video
MITCBMM

Boundary Conditions for Language in Biological and Artificial Neural Systems

0 rewiews
Explore computational requirements for language processing in neural systems, focusing on hierarchical structures, neural oscillations, and integrating linguistic insights with neural computation principles.
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18 Lesons
54 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Differentiable Programming for End-to-end Optimization of Experiments - Lecture 5

0 rewiews
Explore differentiable programming for optimizing experiments in high-energy physics. Learn advanced techniques to enhance data analysis and improve experimental design in particle physics research.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Differentiable Programming for End-to-End Optimization of Experiments - Lecture 7

0 rewiews
Explore differentiable programming for optimizing experiments in high-energy physics. Learn advanced techniques to enhance data analysis and improve experimental design in particle physics research.
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1 Lesons
1 hour 44 minutes
On-Demand
Free-Video
American Society for Microbiology

What Careers Are There in Clinical Microbiology

1 rewiews
Explore diverse career paths in clinical microbiology, from laboratory diagnostics to public health interventions, and learn about the field's impact on individual and community health.
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7 Lesons
50 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Evaluating the Effects of Feedback Type on Older Adults' Performance in Mid-Air Pointing and Target Selection

0 rewiews
Investigates feedback types for improving older adults' mid-air pointing and target selection performance, revealing visual-audio combination's effectiveness and target location's significance in gesture-based interfaces.
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13 Lesons
29 minutes
On-Demand
Free-Video
American Society for Microbiology

Increased Scaffolding and Inquiry in an Introductory Biology Lab Enhance Experimental Design Skills

0 rewiews
Explore how increased scaffolding and inquiry in introductory biology labs enhance experimental design skills and scientific confidence, with insights from a research study and course redesign.
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18 Lesons
48 minutes
On-Demand
Free-Video
Ruby Central

How to A/B Test with Confidence

0 rewiews
Learn to conduct accurate A/B tests, avoid common pitfalls, and make data-driven decisions confidently. Discover practical tips for setup, implementation, and analysis to ensure trustworthy results.
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21 Lesons
33 minutes
On-Demand
Free-Video
TEDx

Digital Marketing Has Made it Easier to Succeed in Business

0 rewiews
Discover how digital marketing platforms and strategic advertising can revolutionize business success, from conducting feasibility studies to identifying customer archetypes and driving demand for products or services.
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1 Lesons
17 minutes
On-Demand
Free-Video
Joint Mathematics Meetings

Prospering Through Mathematics

0 rewiews
Explore how mathematics shapes success, from historical figures to modern applications. Discover the power of belief in students and colleagues, and learn to leverage mathematical skills for personal and professional growth.
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19 Lesons
52 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Imaginary Design Workbooks - Constructive Criticism and Practical Provocation

0 rewiews
Explores critical design strategies using "imaginary design workbooks" to provoke innovative thinking about home hub technology, challenging the divide between constructive and critical design approaches.
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1 Lesons
21 minutes
On-Demand
Free-Video
TheIACR

Linear Repairing Codes and Side Channel Attacks

0 rewiews
Explore linear repairing codes and side channel attacks in cryptography, covering security issues, shading schemes, and practical applications through experiments and observations.
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11 Lesons
24 minutes
On-Demand
Free-Video
awwwards.

Design Like a Scientist

0 rewiews
Discover how Netflix applies experimental thinking to design through A/B testing. Learn to approach design scientifically and make data-driven decisions for improved user experiences.
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1 Lesons
17 minutes
On-Demand
Free-Video
Models of Consciousness Conferences

Local Friendliness Violations - Experimental Metaphysics and the Nature of the Observer

0 rewiews
Exploring quantum mechanics' challenge to local agency and objectivity through experimental metaphysics, with implications for understanding consciousness and the nature of observers.
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1 Lesons
38 minutes
On-Demand
Free-Video
USENIX

oBBR - Optimize Retransmissions of BBR Flows on the Internet

0 rewiews
Optimizing BBR algorithm to reduce retransmissions while maintaining high throughput. Adaptive scaling of in-flight data cap and timely bandwidth estimate updates improve Internet streaming performance.
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1 Lesons
25 minutes
On-Demand
Free-Video
ACM SIGPLAN

Exploratory Study on Multi-User Program Synthesis - A Multi-Wizard Approach

0 rewiews
Explore multi-user program synthesis through a design experiment, investigating collaborative potential and effectiveness in software engineering and related domains.
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1 Lesons
25 minutes
On-Demand
Free-Video
MICDE University of Michigan

Scientific Feasibility (ScFy)

0 rewiews
Explore scientific feasibility with Erica Briscoe, delving into the concept of ScFy and its applications in research and innovation.
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1 Lesons
23 minutes
On-Demand
Free-Video
AutoML Seminars

OmniPred - Towards Universal Regressors with Language Models

0 rewiews
Explore groundbreaking research on OmniPred's innovative approach to using language models as universal regressors, demonstrating superior performance over traditional regression methods across diverse experiments.
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1 Lesons
49 minutes
On-Demand
Free-Video
Data Science Conference

Lean Experimentation and Decision Science with Humans in Warehouses

0 rewiews
Explore optimization strategies for warehouse operations through decision science, focusing on picker scheduling, shift management, and experimental design challenges in quick-commerce environments.
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1 Lesons
32 minutes
On-Demand
Free-Video
Google TechTalks

Robust Design Discovery and Exploration in Bayesian Optimization

0 rewiews
Explore data-driven methods for robust design discovery and optimization, focusing on Bayesian techniques that efficiently handle uncertainties and adversarial scenarios in various scientific domains.
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13 Lesons
53 minutes
On-Demand
Free-Video
NHR@FAU

Experiments and Data Presentation in High Performance Computing

0 rewiews
Learn effective techniques for conducting experiments and presenting data in high performance computing. Master key aspects of scientific benchmarking, statistical analysis, and data visualization for HPC research.
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12 Lesons
36 minutes
On-Demand
Free-Video
VinAI

Adversarially Robust Stochastic Multi-Armed Bandits

0 rewiews
Explore adversarially robust stochastic multi-armed bandits for optimal experimental design. Learn about algorithms balancing fast and robust learning in real-world applications like digital advertising.
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1 Lesons
45 minutes
On-Demand
Free-Video
Simons Institute

Quantitative Research Programs Relating Metacognition and Consciousness

0 rewiews
Exploring quantitative approaches to study metacognition and consciousness, focusing on confidence judgments, perceptual awareness, and their neural underpinnings.
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1 Lesons
48 minutes
On-Demand
Free-Video
UofU Data Science

Hypothesis Testing: Three Steps and Examples with Height Analysis - Lecture 15B

0 rewiews
Master hypothesis testing through a systematic 3-step approach, exploring real-world examples with height data and known variance to build practical statistical analysis skills.
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9 Lesons
1 hour 21 minutes
On-Demand
Free-Video
MICDE University of Michigan

AI Agents for Autonomous Labs - Tutorial 4

0 rewiews
Explore AI agents for autonomous labs, focusing on their applications and potential in scientific research and experimentation.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video