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#Predictive Analysis

Showing: 23 courses
Santa Fe Institute

The Brain and the Law - How Neuroscience Will Shift Blameworthiness

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Explore how neuroscience challenges criminal justice assumptions, examining brain equality, incarceration effectiveness, and rehabilitation technologies. Insights into unconscious behavior drivers and future-focused legal approaches.
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16 Lesons
1 hour 22 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
Great Learning

Linear Regression vs Logistic Regression - Learn Data Science

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This video teaches Linear Regression, Logistic Regression and the key differences between both with a variety of demonstrations & examples to help you get started on the right foot.
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7 Lesons
39 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression in Hindi

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लॉजिस्टिक रिग्रेशन की मूल अवधारणाओं को समझें, सिग्मॉइड फ़ंक्शन का अध्ययन करें, और पायथन में इसका उपयोग करके वर्गीकरण समस्याओं को हल करना सीखें।
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8 Lesons
45 minutes
On-Demand
Free-Video
Great Learning

Linear Regression in Machine Learning - Machine Learning Tutorial

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Comprehensive exploration of linear regression in machine learning, covering key concepts, applications, and implementation in Python. Ideal for beginners seeking practical understanding of predictive modeling.
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8 Lesons
2 hours 15 minutes
On-Demand
Free-Video
TEDx

Series Lógicas y Crímenes en Serie - Anticipando Patrones en Ciencia y Literatura

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Exploración fascinante de la intersección entre lógica matemática y narrativa criminal, cuestionando la previsibilidad de patrones en series y literatura.
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1 Lesons
21 minutes
On-Demand
Free-Video
CAE in Cybersecurity Community

Agent-Based Modeling of Entity Behavior in Cyberspace

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Explore entity behavior modeling in cyberspace using agent-based techniques. Learn advanced cybersecurity concepts and applications from an expert in the field.
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1 Lesons
22 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

What Mathematical Models Can and Cannot Tell Us About the Spread of Infectious Diseases

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Explore mathematical modeling's capabilities and limitations in understanding disease spread, focusing on key insights and practical applications in epidemiology.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Oracle

Data Strategy for Improved Project Outcomes in Construction and Engineering

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Explore Oracle's data strategy for construction projects, focusing on risk identification, delay prevention, and outcome improvement through comprehensive data utilization and advanced analytics.
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18 Lesons
31 minutes
On-Demand
Free-Video
Open Data Science

Gael Varoquaux at ODSC Boston 2015 - Scikit-Learn for Easy Machine Learning

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Explore machine learning with scikit-learn: its popularity, capabilities, and future. Learn about easy predictive analysis, development process, and exciting new features in this data science ecosystem.
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30 Lesons
52 minutes
On-Demand
Free-Video
Richard McElreath

Statistical Rethinking 2022 - Geocentric Models

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Explore Bayesian linear regression, covering model language, generative and statistical approaches, validation, and posterior predictions for a comprehensive understanding of statistical modeling.
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10 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Professor Leonard

Population Growth and Decline - Differential Equations

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Explore population dynamics through differential equations, examining growth and decline models before delving into harvesting concepts.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Venelin Valkov

Build Your First Model with PyTorch and Python - PyTorch Tutorial for Beginners

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Learn to implement a Simple Linear Regression model using PyTorch, covering data exploration, model creation, tensor conversion, training, and prediction analysis in this beginner-friendly tutorial.
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9 Lesons
25 minutes
On-Demand
Free-Video
Great Learning

Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier

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Explore logistic regression and Naive Bayes classifiers for supervised machine learning. Learn their advantages, applications, and implementation in classification tasks for data-driven decision making.
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1 Lesons
2 hours 58 minutes
On-Demand
Free-Video
Yannic Kilcher

Axial Attention & MetNet - A Neural Weather Model for Precipitation Forecasting

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Explore a neural network model for precise precipitation forecasting using axial attention, offering high-resolution predictions up to 8 hours ahead with improved accuracy over traditional methods.
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1 Lesons
33 minutes
On-Demand
Free-Video
ACM SIGPLAN

Sound Dynamic Deadlock Prediction in Linear Time

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Explore a novel approach to dynamic deadlock prediction in concurrent systems, introducing sync-preserving deadlocks and efficient algorithms for sound, linear-time detection.
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1 Lesons
15 minutes
On-Demand
Free-Video
44CON Information Security Conference

Can Twitter Really Expose Psychopath Killers' Traits?

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Explore the potential of Twitter data to reveal psychopathic traits in killers. Delve into psychological research, profiling techniques, and the intersection of social media and criminal behavior analysis.
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28 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Black Hat

Babar-ians at the Gate - Data Protection at Massive Scale

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Explore data protection challenges and solutions for Big Data environments, focusing on security considerations for Hadoop and emerging vulnerabilities in large-scale data management systems.
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20 Lesons
50 minutes
On-Demand
Free-Video

2016 Predictions and How History Repeats Itself

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Explore cyber predictions, hacking motivations, and industry trends with insights on threat intelligence, zero-day attacks, and the encryption debate.
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26 Lesons
33 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Automating Load Balancing and Fault Tolerance via Predictive Analysis

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Explore predictive analysis for intelligent Kubernetes load balancing, improving performance, reducing costs, and enhancing reliability in hybrid cloud environments.
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26 Lesons
32 minutes
On-Demand
Free-Video
TED

Bruce Bueno de Mesquita Predicts Iran's Future

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Mathematical analysis predicts messy human events like war and political shifts. Explore how this method is applied to forecast Iran's future, with three specific predictions offered.
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1 Lesons
20 minutes
On-Demand
Free-Video
DEFCONConference

Analyzing Science Fiction Hacking vs Real-World Cyber Attacks - A Comparative Study

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Explore the fascinating relationship between science fiction and real-world hacking through analysis of 200 fictional and 800 real cyberattacks, revealing predictive patterns and societal impacts.
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1 Lesons
36 minutes
On-Demand
Free-Video
DEFCONConference

OSINT for Physical Security Intelligence - Rapid Data Collection and Analysis

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Master efficient OSINT techniques for physical security, focusing on rapid intelligence gathering, predictive analysis, and actionable insights for critical situation assessment and risk management.
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1 Lesons
38 minutes
On-Demand
Free-Video