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#Predictive Models

Showing: 27 courses
Yale University

Biomedical Informatics Strategies to Enhance Individualized Predictive Models

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Explore strategies for enhancing individualized predictive models in biomedical informatics, focusing on cutting-edge approaches and their potential impact on personalized healthcare.
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1 Lesons
47 minutes
On-Demand
Free-Video
Fields Institute

Combining Machine Learning and Modeling Approaches to Forecasting Disease Progression

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Explore innovative forecasting techniques for disease progression by integrating machine learning with modeling approaches in this cutting-edge presentation.
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1 Lesons
36 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Eliminating AI Risk: Building an AI Firewall to Prevent Model Failures

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Explore root causes of AI model failures and learn a rigorous framework for eliminating AI risk, including building an AI firewall to prevent model errors.
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1 Lesons
33 minutes
On-Demand
Free-Video
Great Learning

Linear Regression in Machine Learning - Linear Regression Algorithm

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This video teaches Linear Regression and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.
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10 Lesons
2 hours 13 minutes
On-Demand
Free-Video
Mathematical Oncology

Models to Understand and Predict the Clinical Efficacy of Combinations of Cancer Treatment

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Explore models for predicting clinical efficacy of combined cancer treatments with Dr. Adam Palmer's in-depth analysis and insights.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Open Data Science

A Spurious Outlier Detection System for High Frequency Time Series Data

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Discover an integrated approach for detecting spurious outliers in high-frequency time series data from IoT sensors, applicable across various domains like manufacturing, retail, and healthcare.
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9 Lesons
20 minutes
On-Demand
Free-Video
Fields Institute

Non-smooth Dynamics and Machine Learning

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Explore the intersection of non-smooth dynamics and machine learning, uncovering innovative approaches to complex systems analysis and prediction.
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1 Lesons
44 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Understanding the Role of Causality in AI for Healthcare

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Explore causality's crucial role in AI for healthcare, focusing on improving patient care, addressing self-fulfilling prophecies, and enhancing treatment outcome predictions.
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1 Lesons
43 minutes
On-Demand
Free-Video
Simons Institute

Debugging Genomic Profiling Experiments and Predictive Models with Interpretation Tools

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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
Simons Institute

Machine Learning-Based Design of Proteins

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Explore machine learning-based protein design with Jennifer Listgarten, covering directed evolution, predictive models, and optimization techniques for gene therapy applications.
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15 Lesons
32 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Interpretability and Out-of-Distribution Generalization in Deep Predictive Models

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Explore interpretability and out-of-distribution generalization in deep predictive models, focusing on nuisance-induced spurious correlations and real-time Shapley value estimation techniques.
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1 Lesons
41 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Algorithmic Fairness in Predicting Opioid Use Disorder using Machine Learning

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Explore machine learning's role in predicting opioid use disorder, focusing on algorithmic fairness and ethical considerations in healthcare applications.
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1 Lesons
20 minutes
On-Demand
Free-Video
DefCamp

Machine Learning and Advanced Analytics in Today's Cyber Security

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Explore machine learning and advanced analytics applications in modern cybersecurity, focusing on innovative techniques to enhance threat detection and response in today's digital landscape.
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1 Lesons
37 minutes
On-Demand
Free-Video
Strange Loop Conference

Computing Like the Brain

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Explore principles of neocortex-inspired computing, sparse distributed representations, and their impact on future machine intelligence with Numenta founder Jeff Hawkins.
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1 Lesons
55 minutes
On-Demand
Free-Video
RSA Conference

The Etiology of Vulnerability Exploitation

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Explore the factors influencing vulnerability exploitation through data analysis, challenging conventional scoring systems and offering insights to improve vulnerability management strategies.
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18 Lesons
50 minutes
On-Demand
Free-Video
0xdade

Playing the Short Game - The Effects of Data Breaches on Share Prices

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Explore the financial impact of data breaches on public companies through stock price analysis, examining trends and predictive models to understand the true cost of security shortfalls.
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16 Lesons
47 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Cognitive Automation With Machine Learning In Cybersecurity

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Explore cognitive automation and machine learning in cybersecurity, covering risk analytics, threat detection, and incident management. Learn how ML enhances fraud detection and security operations.
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9 Lesons
22 minutes
On-Demand
Free-Video
Devoxx

Apps Are Making Us Dumber

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Explore the impact of proactive design on user experience, decision fatigue, and cultural shifts. Learn to create anticipatory software and distraction-free interfaces in this thought-provoking talk.
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31 Lesons
46 minutes
On-Demand
Free-Video
JavaScript Conferences by GitNation

Predictive Testing in JavaScript with Machine Learning

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Applying machine learning to JavaScript testing for efficient test selection, reducing unnecessary runs and improving overall testing effectiveness.
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1 Lesons
18 minutes
On-Demand
Free-Video
PASS Data Community Summit

Unlocking Business Value with Advanced Analytics

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Practical applications of advanced analytics for business problems, including customer churn reduction, targeting, and segmentation. Learn from Microsoft's data scientists solving real-world challenges.
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13 Lesons
59 minutes
On-Demand
Free-Video
PASS Data Community Summit

Failure Prediction for Manufacturing Industry with SQL Server & R

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Explore predictive modeling for manufacturing failure using SQL Server and R. Learn regression, binary classification, and random forest techniques to forecast product failures and estimate lifespans.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
NDC Conferences

DevOps for Machine Learning

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Explore DevOps principles for effective collaboration between data scientists and software engineers in machine learning projects, focusing on automated pipelines and best practices.
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15 Lesons
56 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

VMS: Interactive Visualization to Support the Sensemaking and Selection of Predictive Models

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Explore interactive visualization for comparing and selecting predictive models, integrating performance, instance, and feature-level analysis to support informed decision-making in machine learning.
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1 Lesons
26 minutes
On-Demand
Free-Video
Snorkel AI

The Essentials of Evaluating LLM Systems

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Master practical techniques for evaluating LLM systems, from defining criteria and selecting evaluators to implementing heuristic models and conducting nuanced assessments for enterprise AI applications.
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1 Lesons
37 minutes
On-Demand
Free-Video
GERAD Research Center

Koopman Operator Theory Based Machine Learning of Dynamical Systems

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Explore Koopman Operator Theory for machine learning of dynamical systems, covering applications in fluid dynamics, power grids, network security, and more.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
ChemicalQDevice

QML and Neuroimaging AI/ML for Alzheimer's Prediction

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Explore cutting-edge AI/ML and quantum computing applications in Alzheimer's prediction using neuroimaging. Learn about multimodal approaches, recent research, and industry developments in QML for medical imaging.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Fields Institute

Balancing Interpretability and Predictive Accuracy in Mathematical Models of T Cell Activation

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Explore mathematical modeling approaches for T cell activation, examining the trade-offs between model interpretability and accuracy in immunological systems.
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1 Lesons
27 minutes
On-Demand
Free-Video