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Showing: 265 courses
Stanford University

Strategies to Fight Disaster

1 rewiews
Explore AI-driven disaster preparedness with One Concern's co-founder. Learn about using machine intelligence for prediction, problem identification, securing investments, and building mission-driven teams.
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1 Lesons
27 minutes
On-Demand
Free-Video
Great Learning

Analytics in Insurance - Predictive Analytics in Insurance - Applications

2 rewiews
This tutorial will clear all your doubts that you may have regarding "Analytics in Insurance" including, Why there is a need for Insurance, what are the different types of insurance, challenges faced by them, and much more.
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7 Lesons
2 hours 5 minutes
On-Demand
Free-Video
Stanford University

AI Transforms Health Care - The Future of Medicine and Health Care

0 rewiews
Explore AI's transformative role in healthcare, focusing on ethical implementation, data structure, and real-world applications. Learn about Stanford's innovative AI projects and their impact on patient care.
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1 Lesons
38 minutes
On-Demand
Free-Video
Yale University

Biomedical Informatics Strategies to Enhance Individualized Predictive Models

0 rewiews
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
Santa Fe Institute

Cris Moore on Algorithmic Justice and The Physics of Inference

0 rewiews
Exploring algorithmic justice and inference physics, this talk delves into the limits of AI decision-making, emphasizing transparency, model suitability, and the importance of understanding technology's boundaries in complex problem-solving.
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14 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Santa Fe Institute

The Brain and the Law - How Neuroscience Will Shift Blameworthiness

0 rewiews
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
Santa Fe Institute

Data, Algorithms, Justice and Fairness - Lecture 2

0 rewiews
Exploring algorithmic fairness in justice systems: accuracy, data sources, and potential biases. Discusses AI decision-making, explainability, and societal implications of algorithms in criminal justice.
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1 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Santa Fe Institute

Beyond Prediction: Algorithmic Proof of Guilt or Innocence in Criminal Trials

0 rewiews
Explore the use of algorithms in criminal trials for evidence, examining accuracy, fairness, and transparency concerns. Discuss challenges and potential solutions for courts and researchers.
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1 Lesons
46 minutes
On-Demand
Free-Video
Fields Institute

Combining Machine Learning and Modeling Approaches to Forecasting Disease Progression

0 rewiews
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
Cloud Security Alliance

Machine Learning, AI and Security - Efficient Security with AI

0 rewiews
Explore the intersection of machine learning, AI, and security for efficient cybersecurity practices in cloud environments.
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1 Lesons
2 hours 18 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

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

0 rewiews
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
INFOSEC TRAIN

Top Business Secrets Revealed by Data Analytics Expert

0 rewiews
Unlock data analytics' power for business success. Learn predictive analytics, sampling, forecasting, and cybersecurity considerations. Gain insights to drive growth and make data-driven decisions.
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1 Lesons
44 minutes
On-Demand
Free-Video
Cardiology University of Washington

Artificial Intelligence in Cardiology: Where We Are and Where We Are Going

0 rewiews
Explore AI's impact on cardiology, from current applications to future potential. Gain skills to evaluate AI research and understand key terminology.
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1 Lesons
1 hour
On-Demand
Free-Video
Cardiology University of Washington

Using Artificial Intelligence to Predict Shock-Refractory Ventricular Fibrillation

0 rewiews
Explore how AI-powered ECG analysis during CPR can predict shock-refractory ventricular fibrillation, enhancing cardiac arrest resuscitation strategies and patient outcomes.
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1 Lesons
56 minutes
On-Demand
Free-Video
Data Science Festival

Smart Retailing: Optimization Techniques for Strategic Success

0 rewiews
Dive into data-driven retail optimization techniques, leveraging analytics and machine learning to enhance decision-making, streamline processes, and boost profitability in the retail sector.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Conf42

The Impact of AI and ML on Claims Processing and Behavior Analysis

0 rewiews
Explore how AI and ML revolutionize claims processing and behavior analysis in insurance, enhancing efficiency and customer satisfaction through real-world case studies and adoption strategies.
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11 Lesons
15 minutes
On-Demand
Free-Video
Conf42

AI for Dialysis Healthcare: Optimizing Response and Reducing Failures

0 rewiews
Explore AI's role in optimizing dialysis healthcare, from predictive analytics to real-time monitoring. Learn about implementation strategies, ethical considerations, and future trends in this critical medical field.
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23 Lesons
36 minutes
On-Demand
Free-Video
Splunk

Splunk Machine Learning

0 rewiews
Aprende a utilizar Splunk Machine Learning Toolkit para análisis de datos, detección de anomalías y predicciones con asistentes especializados y actualizaciones de versiones.
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50 Lesons
5 hours
On-Demand
Free-Video
Great Learning

Linear Regression in Machine Learning - Linear Regression Algorithm

0 rewiews
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

Amazon SageMaker

0 rewiews
Learn to build, train, and deploy ML models using AWS SageMaker, covering notebook instances, S3 buckets, XGBoost algorithm, and endpoint predictions.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Caleb Curry

Machine Learning

0 rewiews
Comprehensive introduction to machine learning, covering algorithms, data analytics, and predictive modeling. Includes hands-on tutorials on data preparation, visualization, and decision tree implementation.
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29 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Traversy Media

Neural Networks and TensorFlow Crash Course

0 rewiews
Comprehensive introduction to neural networks and TensorFlow, covering key concepts, data handling, model building, and practical applications in image and text classification.
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10 Lesons
2 hours 5 minutes
On-Demand
Free-Video
Great Learning

Linear Regression vs Logistic Regression - Learn Data Science

0 rewiews
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
Data Science Dojo

Crash Course in Predictive Analytics

0 rewiews
Learn to leverage predictive analytics for proactive decision-making in a volatile world. Explore techniques to transform data into actionable insights, optimize operations, and gain a competitive edge.
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5 Lesons
59 minutes
On-Demand
Free-Video
SAP

SAP Global Controlling: Trusted Expense Planning with SAP Analytics Cloud

0 rewiews
Learn how SAP Global Controlling uses SAP Analytics Cloud for accurate expense forecasting. Discover predictive planning techniques for travel, marketing, and infrastructure costs, and explore recent developments in this insightful webinar.
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6 Lesons
49 minutes
On-Demand
Free-Video
SAP

SAP Business Technology Platform Analytics Overview

0 rewiews
Explore SAP Analytics Cloud capabilities, ideal business scenarios, and future developments in this overview of SAP Business Technology Platform's Analytics solution area.
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8 Lesons
59 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression in Hindi

0 rewiews
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

0 rewiews
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
Great Learning

Financial Analytics with Python in Hindi - How to Build Financial Models with Python

0 rewiews
वित्तीय संस्थानों में जोखिम विश्लेषण और भविष्यवाणी के लिए पायथन का उपयोग सीखें। बाजार जोखिम, क्रेडिट जोखिम और धोखाधड़ी की रोकथाम पर ध्यान केंद्रित करें।
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1 Lesons
1 hour
On-Demand
Free-Video
TEDx

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

0 rewiews
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
The Machine Learning Engineer

MLOps MLflow: Time Series Forecasting with SkTime and Prophet in Spanish

0 rewiews
Aprende a utilizar SkTime y Prophet para pronósticos de series temporales con MLflow, mejorando tus habilidades en MLOps y análisis predictivo.
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1 Lesons
40 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Identifying Network Effects from an Insurance Portfolio

0 rewiews
Explore network effects in insurance portfolios through advanced mathematical analysis and modeling techniques.
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1 Lesons
37 minutes
On-Demand
Free-Video
Alan Turing Institute

Social Justice in an Age of Datafication - Lina Dencik

0 rewiews
Explore the impact of data-driven decision-making on social justice, examining how algorithmic processes affect individuals and society, and proposing a 'data justice' framework to address emerging challenges.
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10 Lesons
28 minutes
On-Demand
Free-Video
Fields Institute

Predicting the Course of Covid-19

0 rewiews
Explore mathematical models for predicting COVID-19 trends, analyzing data patterns, and discussing implications for public health strategies and decision-making.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
CAE in Cybersecurity Community

Agent-Based Modeling of Entity Behavior in Cyberspace

0 rewiews
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
Mathematical Oncology

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

0 rewiews
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
NPTEL-NOC IITM

BMS Design and Embedded System - Part 1

0 rewiews
Explore battery management system design, including safety, lifecycle, measurement, and architecture for efficient electric vehicle operation.
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1 Lesons
35 minutes
On-Demand
Free-Video
Fields Institute

MRI-Based Mathematical Modeling to Predict Breast Cancer Patient Response to Neoadjuvant Therapy

0 rewiews
Explore mathematical modeling using MRI data to predict breast cancer treatment responses, enhancing personalized therapy approaches and improving patient outcomes.
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1 Lesons
21 minutes
On-Demand
Free-Video
RSA Conference

The Magic of Application Security Posture Management and Its Future Frontier

0 rewiews
Explore ASPM's role in fortifying application defenses, from proactive risk mitigation to predictive analytics, and its future potential with AI and blockchain integration.
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1 Lesons
52 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

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

0 rewiews
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
Isaac Newton Institute for Mathematical Sciences

The Legacy of Rudolph Kalman - Systematic Approaches to Data-Driven Predictive Modeling

0 rewiews
Explore Rudolph Kalman's groundbreaking work on data-driven mathematical modeling and its impact on fields like space control, weather prediction, and AI. Gain insights into optimization and iteration concepts.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Trelis Research

Predicting Events Using Large Language Models - A Practical Guide to AI Forecasting

0 rewiews
Explore practical techniques for event prediction using large language models, from basic forecasting methods to advanced strategies, with hands-on demonstrations and research insights.
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9 Lesons
25 minutes
On-Demand
Free-Video
Oracle

AI-Driven Analytics for Enterprise: Innovations and Case Studies

0 rewiews
Discover AI-driven analytics innovations for enterprise-wide insights. Oracle showcases new tools to improve planning, predictions, and agility across finance, supply chain, operations, and HR.
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9 Lesons
47 minutes
On-Demand
Free-Video
Oracle

Data Strategy for Improved Project Outcomes in Construction and Engineering

0 rewiews
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

Industrial Artificial Intelligence - From Automated Process to Cognitive Analytics

0 rewiews
Explore how AI revolutionizes industries through automated processes, cognitive analytics, and predictive maintenance, reshaping manufacturing, supply chains, and decision-making while addressing challenges and opportunities.
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28 Lesons
41 minutes
On-Demand
Free-Video
Open Data Science

A Spurious Outlier Detection System for High Frequency Time Series Data

0 rewiews
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
Launchpad

Loan Portfolio Engines - Challenges and Risk Classification

0 rewiews
Explore loan portfolio risk modeling with advanced techniques, including risk classifiers, time-varying factors, and pool-level analysis for optimized decision-making in financial institutions.
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18 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Open Data Science

Bias in the Vision and Language of Artificial Intelligence

0 rewiews
Explore bias in AI vision and language with Margaret Mitchell, focusing on ethical concerns, societal impacts, and strategies for developing more inclusive and fair artificial intelligence systems.
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36 Lesons
40 minutes
On-Demand
Free-Video
Open Data Science

Usama Fayyad at ODSC Boston 2015 - From Big Data to Data Science

0 rewiews
Explore the evolution from Big Data to Data Science with Usama Fayyad, focusing on predictive analytics in a changing data landscape and its impact on business growth and competitive advantage.
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12 Lesons
40 minutes
On-Demand
Free-Video
Open Data Science

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

0 rewiews
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
Open Data Science

Modeling in the Healthcare Industry - A Collaborative Approach

0 rewiews
Explore healthcare predictive analytics with Evariant and DataRobot. Learn about propensity models, evolving solutions, and best practices for targeted marketing in medical campaigns.
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12 Lesons
43 minutes
On-Demand
Free-Video
Open Data Science

Big Data Machine Learning & Data Products with Python and H2O

0 rewiews
Explore big data machine learning with Python and H2O in this talk. Learn about H2O's distributed processing, integration with Python ecosystem, and fast production scoring for smart business applications.
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16 Lesons
23 minutes
On-Demand
Free-Video
Alan Turing Institute

Modelling and Predicting Climate Change

0 rewiews
Explore innovative methods for monitoring and predicting climate change, from Antarctic sea ice to forest ecosystems, with leading environmental scientists using AI and data science.
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20 Lesons
56 minutes
On-Demand
Free-Video
Alan Turing Institute

Insights from Predictive Policing - Tobias Brandt, Rotterdam School of Management

0 rewiews
Explore data-driven decision-support in policing, examining the complex relationship between prediction quality and decision outcomes. Learn about end-to-end frameworks for model selection in smart city operations.
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19 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Databricks

Low-Code Machine Learning on Databricks with AutoML

0 rewiews
Discover how to build, train, and deploy ML models using Databricks AutoML and low-code tools, empowering users of all expertise levels to create predictive analytics solutions.
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17 Lesons
34 minutes
On-Demand
Free-Video
Unity

Key Takeaways From the Mobile Game Monetization Report - Unite Now

0 rewiews
Insights from Unity's 2019 mobile game monetization data, covering ad revenue growth, IAP performance, and engagement metrics. Includes predictions for 2020 and strategies for better game monetization.
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17 Lesons
25 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Applied Data Science for Predictive Time Series Analytics - Nesime Tatbul

0 rewiews
Explore predictive time series analytics, focusing on anomaly detection and explanation techniques, with insights on evaluation tools and real-world applications in cloud observability.
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19 Lesons
41 minutes
On-Demand
Free-Video
Databricks

Using Apache Spark for Predicting Degrading and Failing Parts in Aviation

0 rewiews
Leveraging Apache Spark for predictive maintenance in aviation, enabling efficient data processing, anomaly detection, and component health scoring to improve fleet readiness and prevent failures.
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17 Lesons
28 minutes
On-Demand
Free-Video
Great Learning

Financial Analytics with Python - Financial Data Analysis Using Python

0 rewiews
Learn to apply Python for financial risk modeling, including market and credit risk analysis, fraud detection, and predictive analytics in banking and financial institutions.
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1 Lesons
1 hour
On-Demand
Free-Video
Great Learning

Classification Algorithm Tutorial - Machine Learning Tutorial

0 rewiews
Comprehensive tutorial on classification algorithms in machine learning, covering techniques for categorizing new observations based on training data. Explores supervised learning methods and practical applications.
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1 Lesons
9 hours 40 minutes
On-Demand
Free-Video
Microsoft

Build a Hyperconnected Business with Microsoft Cloud

0 rewiews
Discover how to build a digital foundation with Microsoft Cloud for agile business operations, harnessing data to predict and respond to rapid changes in the modern world.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Royal Institution

Mathematical Models for Predicting the Future - Limitations and Ethics

0 rewiews
Explore the power and limitations of mathematical models in predicting future events, from pandemics to climate change, with insights on their ethical implications and real-world applications.
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17 Lesons
59 minutes
On-Demand
Free-Video
The Aspen Institute

Sensing the Whole - Big Data, Big Indicators and the Future of Planetary Health

0 rewiews
Explore emerging tools like satellite imagery and analytics that reveal complex relationships between people and the planet, enabling new approaches to planetary health and social wellbeing.
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1 Lesons
54 minutes
On-Demand
Free-Video
Data Science Dojo

Intro to Big Data, Data Science & Predictive Analytics

0 rewiews
Explore the diverse world of big data, data science, and predictive analytics. Gain insights into subfields, real-world applications, and the components of a big data pipeline across various industries.
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34 Lesons
1 hour 33 minutes
On-Demand
Free-Video
BasisTech

From BI to Predictive Analytics: Uncovering Insights in Accident Data - Big Data Analytics Tokyo 2017

0 rewiews
Explore predictive analytics' evolution from BI to competitive advantage. Learn to uncover insights from accident data, assess fatality factors, and apply advanced analytics in your organization.
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1 Lesons
33 minutes
On-Demand
Free-Video
Android Developers

Customizing Game Experiences with Lifetime Value Models and Predictive Analytics

0 rewiews
Customize game experiences using lifetime value models and predictive analytics. Learn from Space Ape Games' strategies to boost retention and monetization in mobile gaming.
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18 Lesons
33 minutes
On-Demand
Free-Video
Android Developers

Predicting Lifetime Value in the Apps World

0 rewiews
Explore predictive analytics and lifetime value models in apps. Learn tactics to maximize user segments, upgrade behaviors, and minimize churn across various business models.
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22 Lesons
39 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Advancing Earth System Predictability with Machine Learning Methods

0 rewiews
Explore machine learning methods for improving Earth system predictions, featuring insights from Dan Lu of Oak Ridge National Laboratory on enhancing climate modeling and forecasting.
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1 Lesons
58 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Garbh-Ini Project - Machine Learning for Maternal and Child Health

0 rewiews
Explore machine learning applications in healthcare through the Garbh-Ini Project, focusing on predicting outcomes, analyzing medical data, and bridging the gap between computational modeling and clinical practice.
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1 Lesons
2 hours 49 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

AI at Scale to Understand Impact of Weather on Businesses

0 rewiews
Explore how AI scales to analyze weather's impact on business, leveraging historical data to predict demand and inform decision-making across industries.
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1 Lesons
28 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

The Risks of Excluding the Disengaged From Your Dataset

0 rewiews
Explore the importance of inclusive datasets in machine learning for accurate predictions and reliable insights across various domains.
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1 Lesons
38 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Optimal Beer Pricing: An Optimization Layer for Price Elasticities

0 rewiews
Explore mathematical optimization for beer pricing, balancing profit, revenue, and market share objectives while considering price elasticities and model constraints.
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1 Lesons
41 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Challenges and Learnings of Machine Learning at Scale

0 rewiews
Explore challenges and learnings of training millions of models efficiently, optimizing costs, and achieving high-performance daily predictions in machine learning.
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1 Lesons
51 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

MLOps at Scale: Predicting Bus Departure Times Using 18,000 ML Models

0 rewiews
Explore MLOps at scale through a case study on predicting bus departure times using 18,000 ML models. Learn practical insights for implementing large-scale machine learning projects.
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1 Lesons
39 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Applied Machine Learning in Healthcare - Practical and Legal Considerations

0 rewiews
Explore practical and legal aspects of applying machine learning in healthcare, including data challenges, algorithm development, and ethical considerations.
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1 Lesons
29 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Predicting and Preventing Customer Technical Issues Using Machine Learning and RPA

0 rewiews
Predict and proactively resolve customer technical issues using machine learning and robotic process automation, improving service efficiency and customer satisfaction in telecom.
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1 Lesons
29 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Machine Learning Simplified - From Ideation to Deployment in Minutes with Automated ML

0 rewiews
Discover how to train high-quality ML models using Azure Machine Learning's automated ML, requiring only a dataset and minimal configuration parameters.
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1 Lesons
49 minutes
On-Demand
Free-Video
Devoxx

Digitalizing Pharmaceutical Manufacturing: From Paper Systems to AI-Driven Solutions

0 rewiews
Discover how AI transforms pharmaceutical manufacturing by automating data collection, enhancing equipment effectiveness, and enabling real-time monitoring for improved operational efficiency.
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1 Lesons
10 minutes
On-Demand
Free-Video
Databricks

AccuWeather - Turning Risky Weather into Business Opportunities

0 rewiews
Discover how AccuWeather's advanced AI and proprietary algorithms transform weather data into actionable business insights, enabling proactive decision-making and risk mitigation for improved operational outcomes.
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1 Lesons
18 minutes
On-Demand
Free-Video
SQLBits

Scaling Business with Real-Time ML in Microsoft Fabric Real-Time Analytics

0 rewiews
Leverage ML on real-time data to scale business operations using Microsoft Fabric Real-time Analytics. Deep-dive into technical aspects for optimizing performance and decision-making.
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1 Lesons
53 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

Applying Learning Analytics on Predicting Student's Academic Performance

0 rewiews
Discover how learning analytics and educational big data can predict student academic performance through expert insights from Prof. Yang's keynote presentation at Kyoto University's symposium.
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1 Lesons
25 minutes
On-Demand
Free-Video
Richard McElreath

Statistical Rethinking 2022 - Geocentric Models

0 rewiews
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

0 rewiews
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
Institute for Pure & Applied Mathematics (IPAM)

Integer Optimization for Predictive & Prescriptive Analytics in High Stakes Domains

0 rewiews
Explore integer optimization techniques for developing interpretable, robust, and fair decision-tree models to assist high-stakes decision-making in social services and healthcare domains.
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1 Lesons
50 minutes
On-Demand
Free-Video
Chemometrics & Machine Learning in Copenhagen

Linear Regression with One X-Variable - Lecture 21

0 rewiews
Explore simple linear regression using R, learning its powerful applications and detailed implementation in data analysis.
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1 Lesons
35 minutes
On-Demand
Free-Video
Alan Turing Institute

Probabilistic Numerical Computation - A New Concept?

0 rewiews
Explore probabilistic numerics, a new field combining mathematics, statistics, and computer science to quantify uncertainty in numerical methods for complex data analysis and modeling.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Data Science Festival

Causality in a Post-Cookie World

0 rewiews
Explore causal learning for data-driven marketing decisions in an era of privacy protection and unpredictable market conditions.
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1 Lesons
31 minutes
On-Demand
Free-Video
Fields Institute

Non-smooth Dynamics and Machine Learning

0 rewiews
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
Isaac Newton Institute for Mathematical Sciences

Mathematics for Data-Driven Modeling - The Science of Crystal Balls

0 rewiews
Explore data-driven modeling techniques that bypass traditional equation-based approaches, enabling direct analysis and prediction from observations in various scientific fields.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Understanding the Role of Causality in AI for Healthcare

0 rewiews
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
AGU

Polydisciplinary Innovation in Water Resources Modeling and Prediction

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Explore cutting-edge advancements in water resources modeling and prediction through a polydisciplinary lens, featuring innovative approaches and cross-disciplinary collaborations.
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1 Lesons
1 hour 48 minutes
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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
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Nicholas Renotte

Automate Budgeting with Python and Planning Analytics

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Automate budgeting and forecasting using Python, Planning Analytics, and AutoAI. Learn to extract data, generate ML models, and create predictions for improved financial planning.
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19 Lesons
31 minutes
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Data Science Dojo

Feature Exploration, Visualization, and Predictive Modeling with R and Azure ML

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Explore predictive analytics using the Titanic dataset. Learn feature exploration and visualization with R, then build models using Azure ML Studio for efficient experimentation.
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1 Lesons
1 hour 40 minutes
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Free-Video
SNIAVideo

Overcoming Real-World Challenges Between Data and AI Infrastructure

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Explore infrastructure innovations for managing AI workloads, optimizing data processing, and achieving lower latency in real-time analytics and predictive modeling across industries.
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1 Lesons
15 minutes
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Data Science Conference

From Psychohistory to Curious Machines - AI-Powered Strategic Foresight

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Explore how AI-powered foresight and strategic prediction evolve from Asimov's psychohistory concept to modern applications in trend forecasting and early adopter identification through Nextatlas.
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1 Lesons
48 minutes
On-Demand
Free-Video
Data Science Conference

Facebook Data and Machine Learning for Election Prediction

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Explore how machine learning and Facebook data analysis can predict election outcomes, examining privacy concerns, algorithmic bias, and the impact on voter behavior.
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1 Lesons
22 minutes
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Free-Video
Data Science Conference

Machine Learning Applications in Healthcare - Saudi Arabian Hospital Case Studies

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Explore real-world applications of machine learning in Saudi Arabian healthcare through case studies focusing on breast cancer classification and predictive modeling techniques.
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11 Lesons
20 minutes
On-Demand
Free-Video
Data Science Conference

The Key to Unlock AI Accuracy Through Feature Generation

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Discover how sophisticated feature generation acts as the cornerstone for developing accurate and effective AI models, illustrated through real-world examples from DeepMind and global corporate implementations.
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1 Lesons
19 minutes
On-Demand
Free-Video
Data Science Conference

Introducing Two Criteria for Future Data Prediction with ML Models

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Explore transparent evaluation methods for ML models through new criteria linking database characteristics to machine learning metrics, focusing on future data prediction and unbiased assessment.
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1 Lesons
1 hour 9 minutes
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Free-Video