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#Predictive Modeling

Showing: 219 courses
NPTEL

Supply Chain Analytics

21 rewiews
Learn to optimize supply chains using analytics, forecasting, inventory management, network design, and decision-making under uncertainty. Gain practical skills for strategic planning and operational efficiency.
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40 Lesons
22 hours
On-Demand
Free-Video
Ken Jee

Sports Analytics

4 rewiews
Explore sports analytics through diverse projects, data scraping, and statistical analyses. Learn to predict outcomes, simulate games, and gain insights into various sports using data science techniques.
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18 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Stanford University

Patient-Specific COVID-19 Resource Utilization Prediction Using Fusion AI Model - Amara Tariq

0 rewiews
Explore AI-driven prediction of COVID-19 resource utilization using fusion modeling, combining patient history and current indicators for efficient healthcare planning and allocation.
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18 Lesons
31 minutes
On-Demand
Free-Video
Stanford University

Interactive Imitation Learning: Planning Alongside Humans

0 rewiews
Interactive imitation learning for robots: tackling feedback-driven covariate shift and predicting human intent using graph neural networks, with applications in self-driving vehicles.
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28 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Stanford University

Towards Robust Radiogenomic Models for Brain Tumor Characterization - MedAI #123

0 rewiews
Exploring stability of radiomics features in brain tumor segmentation and impact on predictive models. Investigates how stable, discriminatory features lead to generalizable radiogenomics for tumor characterization.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Diverse Data and Efficient Algorithms for Robot Learning

0 rewiews
Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.
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25 Lesons
56 minutes
On-Demand
Free-Video

Linear Regression and Linear Models

0 rewiews
Learn powerful statistical tools: linear regression and models. Predict continuous values using various data types. Covers least squares, multiple regression, t-tests, ANOVA, and R implementation.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Logistic Regression

0 rewiews
Learn to predict discrete outcomes using logistic regression, covering coefficients, maximum likelihood, R-squared, p-values, deviance, and practical implementation in R.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video

XGBoost

0 rewiews
Learn to implement XGBoost for regression and classification, explore its mathematical foundations, and master advanced optimizations in Python.
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5 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Santa Fe Institute

Using Computation to Drive the Self-Assembly of Complex Structures

0 rewiews
Explore computational approaches for driving self-assembly of complex structures, unlocking new possibilities in materials science and nanotechnology.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Santa Fe Institute

Harnessing Chaos and Predicting the Unpredictable with Artificial Intelligence

0 rewiews
Explore how Reservoir Computing and AI can predict chaotic systems like weather and brain dynamics, pushing beyond traditional forecasting limits and combining knowledge-free and knowledge-based approaches.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Santa Fe Institute

Parables from Complex Systems and Their Possible Meanings for Our Lives - Lecture 2

0 rewiews
Explore complex systems through parables, examining prediction models, chaos theory, and market dynamics to gain insights applicable to everyday life and decision-making.
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30 Lesons
1 hour 58 minutes
On-Demand
Free-Video
Santa Fe Institute

Fairness, Accountability, and Transparency in Predictive Models for Criminal Justice

0 rewiews
Explore fairness, accountability, and transparency in predictive modeling for criminal justice, with examples highlighting their importance in real-world applications.
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21 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Santa Fe Institute

Early Warning Signals for Dynamics on Networks

0 rewiews
Explore early warning signals for network dynamics, uncovering predictive indicators and their applications in complex systems analysis.
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1 Lesons
52 minutes
On-Demand
Free-Video
University of Oxford

The Number Mysteries - Marcus du Sautoy

0 rewiews
Explore the unexpected applications of mathematics in predicting the future, from prime numbers to football, in this engaging lecture by Marcus du Sautoy.
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14 Lesons
59 minutes
On-Demand
Free-Video

Decision Trees and Ensemble Methods

0 rewiews
Explore decision trees, ensemble methods, and advanced techniques like random forests and boosting algorithms for improved machine learning model performance.
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36 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Fields Institute

Computational Modeling of Blood Cancer Evolution and Patient Prognosis

0 rewiews
Explore a 47-minute lecture on computational modeling techniques for blood cancer evolution and patient prognosis. Delve into cutting-edge research presented by Thomas Stiehl from RWTH Aachen University as part of the Fields Institute's Thematic Program…
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1 Lesons
47 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

How Many Labelled Examples Do You Need for a BERT-sized Model to Beat GPT4 on Predictive Tasks?

0 rewiews
Explore the effectiveness of in-context learning vs. labelled data for predictive tasks, comparing BERT-sized models to GPT-4 in text categorization and entity recognition.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Julia Programming Language

Forecasting Mental Wellness of Students Using Julia

0 rewiews
Explore forecasting techniques for student mental wellness using Julia. Learn to analyze academic, social, and environmental factors impacting mental health through data-driven approaches and predictive modeling.
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1 Lesons
12 minutes
On-Demand
Free-Video
School of Chemoinformatics in Latin America

Integration then Interrogation: Exploratory Data Analysis on a Deadline - 2022

0 rewiews
Explore strategies for efficient exploratory data analysis, focusing on visualization techniques, predictive modeling, and practical constraints in chemical biology datasets.
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22 Lesons
39 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Feature Engineering Made Simple

0 rewiews
Master feature engineering techniques to streamline your machine learning workflow. Explore systematic approaches using Anovos, an open-source library for efficient data processing and model building.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Broad Institute

Machine Learning about Sudden Cardiac Death from ECG Waveforms

0 rewiews
Explore machine learning applications in predicting sudden cardiac death using ECG waveforms. Gain insights into innovative approaches combining AI and biomedical research for critical healthcare advancements.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression on Customer Data - Machine Learning Algorithms Using Python

0 rewiews
In this video, the we will walk you through a case study on Customer data of a financial institution. The objective of the case study is to reduce expenses by targeting only those customers who are likely to subscribe using predictive modeling.
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6 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Great Learning

Regression Analysis - Regression Coefficients - Machine Learning for Beginners

0 rewiews
In this tutorial, we have covered all the important topics such as, What is Linear regression, How it works, What are its advantages, and much more that will help you to understand this concept with ease.
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5 Lesons
4 hours 57 minutes
On-Demand
Free-Video
Great Learning

Probability and Statistics - Bayes Theorem Probability - Normal Distribution Probability

0 rewiews
Probability Theory and Statistics are very essential when it comes to data science or predictive modeling as they form the basis for decision making. Thus it becomes, extremely important for a data scientist to be good with probability.
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7 Lesons
2 hours 28 minutes
On-Demand
Free-Video
Great Learning

IPL Auction Bidding Using Data Science

0 rewiews
Explore data-driven IPL auction strategies using analytics, player performance comparisons, and predictive modeling. Learn Tableau basics for creating insightful dashboards.
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7 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Data Science Dojo

Building a Personalised Attrition Recommendation System

0 rewiews
Comprehensive guide to building an attrition recommendation system, covering data analysis, predictive modeling, and strategy development to prevent employee churn and improve workforce retention.
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11 Lesons
58 minutes
On-Demand
Free-Video
DigitalSreeni

Linear Regression Using Sci-Kit Learn in Python

0 rewiews
Learn to implement linear regression using Sci-Kit Learn in Python, from data import to model creation, evaluation, and prediction. Hands-on coding with real-world data.
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7 Lesons
25 minutes
On-Demand
Free-Video
Brandon Rohrer

Recurrent Neural Networks and Long Short-Term Memory

0 rewiews
Explore recurrent neural networks and LSTM, their applications in sequence prediction, and practical uses in machine learning and AI.
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7 Lesons
26 minutes
On-Demand
Free-Video
TEDx

Digital Twins - Addressing Earthquakes in Real-Time

0 rewiews
Esplorazione dei digital twins per prevenire e gestire i terremoti, rivoluzionando la comprensione sismica e la risposta alle catastrofi attraverso repliche virtuali di sistemi naturali.
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1 Lesons
16 minutes
On-Demand
Free-Video
CodeWithHarry

End-to-End Python Machine Learning Project - Real Estate Price Prediction

0 rewiews
Comprehensive Hindi tutorial on building a real estate price prediction model using Python. Covers data analysis, preprocessing, model creation, and evaluation for practical machine learning application.
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1 Lesons
3 hours 6 minutes
On-Demand
Free-Video
CodeWithHarry

Logistic Regression: Overview and Working - Machine Learning Tutorial

0 rewiews
लॉजिस्टिक रिग्रेशन की अवधारणा और कार्यप्रणाली को समझें। यह ट्यूटोरियल मशीन लर्निंग की इस महत्वपूर्ण तकनीक को सरल हिंदी में समझाता है।
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1 Lesons
23 minutes
On-Demand
Free-Video
CodeWithHarry

Linear Regression in Python Using Sklearn - Machine Learning Tutorial in Hindi

0 rewiews
स्काइकिट-लर्न का उपयोग करके पायथन में लीनियर रिग्रेशन कोड सीखें। यह ट्यूटोरियल मशीन लर्निंग की मूल अवधारणाओं को समझने और व्यावहारिक कौशल विकसित करने में मदद करेगा।
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1 Lesons
26 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Introducción a Azure Machine Learning Studio

0 rewiews
Explora Azure Machine Learning Studio, el servicio en la nube de Microsoft para proyectos de aprendizaje automático. Descubre cómo respalda el ciclo de vida completo del desarrollo de modelos.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Banach Center

Machine Learning for Time Series

0 rewiews
Odkryj techniki uczenia maszynowego do analizy szeregów czasowych. Poznaj metody prognozowania i identyfikacji wzorców w danych sekwencyjnych.
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1 Lesons
41 minutes
On-Demand
Free-Video
Banach Center

Machine Learning Approach to Very Short-term Forecasting for German Continuous Intraday Power Market

0 rewiews
Explore machine learning techniques for short-term forecasting in the German intraday power market, enhancing energy trading strategies.
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1 Lesons
20 minutes
On-Demand
Free-Video
CIMPA UCR

Machine Learning-Driven COVID-19 Early Triage and Large-Scale Testing

0 rewiews
Explora técnicas de aprendizaje automático para el triaje temprano y pruebas masivas de COVID-19. Descubre enfoques innovadores para enfrentar desafíos de salud pública.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
CIMPA UCR

Analysis of the Forced Propensity to Migrate in Honduras Using Machine Learning Methods

0 rewiews
Explora el análisis de la migración forzada en Honduras mediante métodos de aprendizaje automático, presentado por William Fúnez.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
USENIX Enigma Conference

Predicting Vulnerability Exploitation - How to Assess Cybersecurity Risks

0 rewiews
Predicting vulnerability exploitation using data from 10 million hosts. Explores factors influencing hacker decisions and presents models to assess exploitation risk, aiding in cybersecurity and risk management.
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18 Lesons
21 minutes
On-Demand
Free-Video
Alan Turing Institute

Social Data Science Masterclass - Dr Suzy Moat and Dr Tobias Preis, University of Warwick

0 rewiews
Explore how online data from sources like Google and Twitter can measure and predict real-world human behavior, with insights from leading researchers in behavioral science and data analysis.
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1 Lesons
2 hours 21 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

What Mathematical Models Can and Cannot Tell Us About the Spread of Infectious Diseases - Lecture 2

0 rewiews
Explore mathematical modeling in disease spread: capabilities, limitations, and insights for understanding epidemic dynamics and informing public health strategies.
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1 Lesons
1 hour 49 minutes
On-Demand
Free-Video
Georgia Tech Research

Curating a COVID-19 Data Repository and Forecasting County-Level Death Counts in the United States

0 rewiews
Explore COVID-19 data curation and forecasting techniques for county-level death counts in the US, including ensemble methods and prediction intervals for informed decision-making.
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1 Lesons
58 minutes
On-Demand
Free-Video
Inside Livermore Lab

Bayesian Inversion of an Acoustic-Gravity Model for Predictive Tsunami Simulation

0 rewiews
Explore Bayesian inversion of acoustic-gravity models for predictive tsunami simulation, focusing on real-time monitoring and early-alert systems using near-field data observation.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Data Con LA

Leveraging Neighborhood Socioeconomic Data to Predict Individual Experiences - A Healthcare Application

0 rewiews
Explore how neighborhood socioeconomic data can predict individual healthcare experiences through machine learning, examining predictive accuracy and demographic variations in social risk assessment.
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1 Lesons
50 minutes
On-Demand
Free-Video
Open Data Science

Data Science Solutions with Cortana Analytics

0 rewiews
Comprehensive tutorial on building predictive models using Microsoft Azure Machine Learning, covering data processing, model creation, deployment, and practical applications in various domains.
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14 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Open Data Science

Propensity Model for Marketing Campaign in eCommerce Industry

0 rewiews
Learn to develop propensity models for targeted marketing campaigns in e-commerce using machine learning algorithms. Discover key drivers of customer data to predict subscription probability and improve conversion rates.
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6 Lesons
27 minutes
On-Demand
Free-Video
Rob Mulla

Kaggle Competition Starter Notebook Walkthrough

0 rewiews
Learn to create a starter notebook for a Kaggle competition, covering feature engineering, cross-validation, and LightGBM modeling. Gain practical insights from a Kaggle Grandmaster on predictive modeling and Python coding.
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15 Lesons
26 minutes
On-Demand
Free-Video
Alan Turing Institute

TMCF Workshop Use-Cases - Counterfactual CPMS & Emerging COVID Work, Niels Peek

0 rewiews
Exploring causal inference in AI prediction algorithms for decision-making, focusing on 'what if' scenarios in healthcare and insurance, with applications to COVID-19 pandemic response.
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7 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Time Series Forecasting with PyCaret

0 rewiews
Explore automated time series forecasting with PyCaret's low-code module. Learn setup, EDA, training, and forecasting techniques to streamline your predictive modeling workflow.
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11 Lesons
24 minutes
On-Demand
Free-Video
Julia Silge

Use Tidymodels Workflowsets to Predict Human-Computer Interactions from Star Trek

0 rewiews
Explore machine learning with tidymodels workflowsets to predict speaker type in Star Trek interactions, featuring data preprocessing, model evaluation, and result analysis.
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9 Lesons
32 minutes
On-Demand
Free-Video
Julia Silge

Predict Housing Prices in Austin TX with Tidymodels and XGBoost

0 rewiews
Explore feature engineering for boosted tree models using Austin housing data. Learn to incorporate text information as indicator variables and tune models for accurate price predictions.
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18 Lesons
52 minutes
On-Demand
Free-Video
Julia Silge

Class Imbalance and Classification Metrics With Aircraft Wildlife Strikes

0 rewiews
Explore how handling class imbalance affects classification metrics using aircraft wildlife strike data, with focus on sensitivity and specificity in predictive modeling.
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19 Lesons
34 minutes
On-Demand
Free-Video
Julia Silge

Partial Dependence Plots for Mario Kart World Records

0 rewiews
Explore decision tree modeling and partial dependence profiles for Mario Kart world records using tidymodels and DALEX, with a focus on predicting shortcut usage.
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11 Lesons
27 minutes
On-Demand
Free-Video
Julia Silge

Impute Missing Data and Handle Class Imbalance for Himalayan Climbing Expeditions

0 rewiews
Learn to predict survival in Himalayan climbing expeditions using tidymodels in R. Explore data handling, imputation, and modeling techniques for imbalanced datasets.
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22 Lesons
1 hour 1 minute
On-Demand
Free-Video
Julia Silge

How to Handle High Cardinality Predictors for Data on Museums in the UK

0 rewiews
Explore effect and likelihood encodings for high cardinality predictors in tidymodels, using UK museum data to demonstrate practical applications.
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6 Lesons
36 minutes
On-Demand
Free-Video
Julia Silge

Deploy Different Prediction Types for a Bigfoot Sighting Model

0 rewiews
Learn to deploy various prediction endpoints for a Bigfoot sighting model using vetiver, including feature engineering, logistic regression, and natural language processing techniques.
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16 Lesons
29 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Cuneyt Akçora - TDA on Networks – Applications and Scalability Issues

0 rewiews
Explore Topological Data Analysis on networks, focusing on applications in blockchain for ransomware detection, price prediction, and anomaly detection. Learn about persistent homology and TDAMapper algorithms.
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11 Lesons
54 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Constraining Ωm with Phase-Space Information of Galaxies - Natali Soler Matubaro De Santi

0 rewiews
Explore innovative techniques for constraining the matter density parameter using galaxy phase-space data, combining astrostatistics and machine learning to advance our understanding of cosmic structure formation.
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10 Lesons
31 minutes
On-Demand
Free-Video
1littlecoder

PyScript Tutorial: Machine Learning with Scikit-Learn - Training and Interactive Prediction

0 rewiews
Create interactive machine learning app with PyScript: upload CSV, train models, and make predictions using Pandas, Panel, and Scikit-Learn.
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1 Lesons
22 minutes
On-Demand
Free-Video
1littlecoder

Kaggle Competition Submission - Learn Python ML in 30 Days - Day 11

0 rewiews
Learn to participate in machine learning competitions on Kaggle. Create and submit predictions, improving your skills through hands-on practice in a real-world competitive environment.
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1 Lesons
24 minutes
On-Demand
Free-Video
1littlecoder

Building Your First Machine Learning Model and Model Validation - Day 9

0 rewiews
Learn to build and validate your first machine learning model using scikit-learn. Explore techniques for handling large datasets, selecting features, and evaluating model performance through hands-on exercises.
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22 Lesons
52 minutes
On-Demand
Free-Video
1littlecoder

AutoML Frameworks Accuracy Comparison with Kaggle Data

0 rewiews
Explore the performance of popular AutoML frameworks across 10 Kaggle competitions, analyzing their accuracy and effectiveness in tackling real-world machine learning challenges.
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1 Lesons
20 minutes
On-Demand
Free-Video
Open Data Science

Data Science Against COVID-19 - Nuria Oliver, PhD

0 rewiews
Explore how data science combats COVID-19 through mobility models, epidemiological predictions, and large-scale surveys. Learn key technical skills and insights from Dr. Nuria Oliver's multidisciplinary team of volunteer scientists.
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9 Lesons
41 minutes
On-Demand
Free-Video
Data Science Dojo

Introduction to Text Analytics with R - Pre-Processing Our Test Data

0 rewiews
Learn to preprocess test data, cache IDF values, perform SVD projections, and evaluate model effectiveness for text analytics in R. Enhance your skills in handling unseen textual data and making predictions.
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5 Lesons
27 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
Paul G. Allen School

Statistical Learning I - Foundations and Principles

0 rewiews
Explore statistical learning fundamentals with Robert Schapire from Microsoft Research, covering key concepts and applications in machine learning and data analysis.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Chemometrics & Machine Learning in Copenhagen

Dual-SPLS - A Versatile Approach Improving PLS with Lasso Shrinkage

0 rewiews
Explore dual-sPLS, an innovative algorithm combining PLS and Lasso for improved variable selection and dimension reduction in high-dimensional analytical chemistry problems, offering enhanced accuracy and interpretability.
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1 Lesons
42 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Advances in Predictive Models for Single-cell and Regulatory Genomics

0 rewiews
Explore cutting-edge predictive models for single-cell and regulatory genomics, enhancing understanding of cancer progression and potential treatment approaches.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Alan Turing Institute

AI-Based Modeling of Electronic Health Records for Patients with Learning Disabilities

0 rewiews
Explore AI-based modeling of electronic health records for individuals with learning disabilities, focusing on predicting hospital stays and analyzing long-term condition trajectories.
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1 Lesons
38 minutes
On-Demand
Free-Video
Alan Turing Institute

Can AI Save Our Planet? - Environmental Applications of Artificial Intelligence

0 rewiews
Exploring AI's potential to address climate change through monitoring and predicting environmental responses, discussing challenges in applying these methods to our complex natural world.
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1 Lesons
25 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Quantifying the Uncertainty in Model Predictions Using Conformal Prediction

0 rewiews
Learn techniques for quantifying uncertainty in neural network predictions, focusing on conformal prediction as a versatile, statistically rigorous method applicable to classification and regression tasks.
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1 Lesons
33 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Creating an ML Model as a Business User

0 rewiews
Validate use cases, build models, and develop business cases for ML deployment as a non-technical user.
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Snorkel AI

Data-Centric AI Approach in Pharmaceutical Industry - AstraZeneca Case Study

0 rewiews
Explore data-centric AI in pharma: personalized doctor education, patient treatment optimization, and real-world data utilization for predictive modeling at AstraZeneca.
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1 Lesons
29 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Introduction to Machine Learning with Python

0 rewiews
Explore machine learning fundamentals using Python, covering key concepts and practical applications in this hands-on workshop led by a field engineer from Domino.
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1 Lesons
1 hour 55 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Retail AI Use Case: Building a Demand Prediction Model

0 rewiews
Explore retail AI demand prediction models, KPIs, and implementation strategies for effective business use cases in the retail industry.
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1 Lesons
42 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

COVID-19 Vaccination Demand Forecasting in Canadian Pharmacies

0 rewiews
Develop an analytic forecasting framework for COVID-19 vaccination demand in Canadian pharmacies using historical data, geospatial demographics, and digital surveys.
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1 Lesons
31 minutes
On-Demand
Free-Video
Richard McElreath

Statistical Rethinking 2022 - Multi-Multilevel Models

0 rewiews
Explore advanced statistical concepts including multiple cluster types, multilevel predictions, and non-centered priors in this comprehensive lecture on multi-multilevel models.
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7 Lesons
1 hour 1 minute
On-Demand
Free-Video
Bryan Cafferky

Understanding Predictive Modeling with R

0 rewiews
Learn to create predictive models using R, covering key concepts, training techniques, and practical demonstrations. Gain insights into model selection and explore various applications in data analysis.
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15 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Alan Turing Institute

Theory and Methods Challenges in Counterfactual Prediction - Karla Diaz-Ordaz

0 rewiews
Explore causal inference in AI prediction, enhancing algorithms with 'what if' capabilities for decision-making and fairness. Learn about counterfactual prediction challenges and methodologies.
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11 Lesons
24 minutes
On-Demand
Free-Video
Alan Turing Institute

Enriching Latent Class Models With Counterfactual Prediction - Mark Gilthorpe

0 rewiews
Exploring counterfactual prediction in AI: enhancing prediction algorithms with 'what if' capabilities for improved decision-making and fairness in healthcare, insurance, and beyond.
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9 Lesons
21 minutes
On-Demand
Free-Video
The Royal Institution

Chaos Theory and Geometry - Can They Predict Our World? With Tim Palmer

0 rewiews
Explore chaos theory's geometry to predict uncertain phenomena like weather, pandemics, and quantum physics. Discover insights into the universe and ourselves through fractal patterns and probabilistic approaches.
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15 Lesons
1 hour 10 minutes
On-Demand
Free-Video
IMSA

Mathematics at the Roots: Empowering Agriculture with Artificial Intelligence

0 rewiews
Explore how AI revolutionizes agriculture, enhancing crop yields and sustainability through data-driven insights and innovative mathematical models.
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1 Lesons
50 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Linear Regression

0 rewiews
Explore linear regression concepts, techniques, and applications for data analysis and predictive modeling.
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1 Lesons
41 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multiple Linear Regression

0 rewiews
Explore multiple linear regression techniques for analyzing relationships between multiple variables and predicting outcomes in statistical modeling.
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1 Lesons
39 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Maximally Predictive Ensemble Dynamics from Data

0 rewiews
Explore maximally predictive ensemble dynamics, uncovering data-driven insights for complex system analysis and forecasting.
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1 Lesons
25 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

ME3255 - Building Moore's Prediction and Using Monte Carlo Buckling Analysis

0 rewiews
Explore Moore's prediction and Monte Carlo buckling analysis techniques for advanced engineering applications. Enhance structural design skills.
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1 Lesons
28 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

The Signal and the Noise by Nate Silver - Part 2

0 rewiews
Explore Nate Silver's insights on data analysis and prediction in "The Signal and the Noise" through an expert review of key concepts and applications.
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1 Lesons
23 minutes
On-Demand
Free-Video
Alan Turing Institute

Machine Learning in Condensed Matter and Materials Physics

0 rewiews
Explore machine learning applications in condensed matter physics, from electronic simulations to material engineering. Discover how ML enhances computational methods and enables new physical insights for exotic materials.
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12 Lesons
56 minutes
On-Demand
Free-Video
TED

Embracing Complexity: Integrating Data for Predictive Disease Models

0 rewiews
Explore how supercomputing and biology integration revolutionizes disease research, breaking linear thinking to uncover complex pathways and innovative treatments.
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8 Lesons
18 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Statistical Mechanical Ensembles and Typical Behavior of Macroscopic Systems by Joel Lebowitz

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Explore the foundations of statistical mechanics and its ability to predict macroscopic system behavior with renowned physicist Joel Lebowitz. Gain insights into Gibbs ensembles and their applications.
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1 Lesons
1 hour 53 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Machine Learning for Ocean Closures - Advances and Lessons - Laure Zanna - Climate-C21

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Machine learning techniques for ocean modeling, exploring advances in subgrid closures, turbulent closures, and stochastic parameters to improve climate predictions and understand ocean dynamics.
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31 Lesons
46 minutes
On-Demand
Free-Video
AGU

Predictive Understanding of Coupled Interactions Among Water, Life, and Landforms

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Explore coupled interactions among water, life, and landforms in this AGU Fall Meeting session, focusing on predictive understanding and cutting-edge research in Earth sciences.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
AGU

Water, Weather, and Climate in Our Future - What Can We Know?

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Explore the future of water resources, weather patterns, and climate change with insights from a retired NOAA expert. Gain valuable knowledge on potential impacts and uncertainties.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
AGU

Predicting Extreme Events in Natural and Socioeconomic Systems - State-of-the-Art and Emerging Possibilities

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Explore state-of-the-art methods and emerging possibilities for predicting extreme events in natural and socioeconomic systems, with insights from leading experts in the field.
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1 Lesons
2 hours 6 minutes
On-Demand
Free-Video
AGU

Computational Intelligence in Earth and Space Systems I

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Explore cutting-edge computational intelligence applications in Earth and space systems, featuring innovative research and advancements in data analysis, modeling, and prediction techniques.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Seds Online

Fluvial Models - Assessing Variability in Distributive Fluvial Systems

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Explore variability in fluvial systems through case studies of Huesca and Salt Wash, examining facies models and their implications for interpreting geological records and building predictive models.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Cause of Obesity, Diabetes & CVD Epidemic by Ponnusamy Saravanan

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Explores the role of Gestational Diabetes Mellitus in obesity, diabetes, and cardiovascular disease epidemics, discussing its causes, impacts, and potential interventions.
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1 Lesons
56 minutes
On-Demand
Free-Video
Simons Institute

Machine Learning Models of Differential Gene Expression

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Explore deep learning models for predicting regulatory functions from genomic DNA, uncovering mechanisms behind genetic variation's impact on cellular function and gene expression.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Alan Turing Institute

Role of AI in Tackling Climate Change - How Uncertain is Future Sea Level Rise

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Explore AI's potential in addressing climate change, focusing on predicting sea level rise uncertainties, with insights from a leading expert in the field.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Institut Henri Poincaré

Toward Prediction and Control of Microbial Evolution: Analysis of Phenotypic Constraints in Laboratory Evolution

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Analyze phenotypic constraints in laboratory evolution to predict and control microbial evolution, focusing on research from the University of Tokyo.
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1 Lesons
28 minutes
On-Demand
Free-Video