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Showing: 295 courses
NPTEL

Business Analytics for Management Decision

8 rewiews
This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real life cases to know the relevance of a particular problem and the decision-making thereof.
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60 Lesons
1 day 15 hours
On-Demand
Free-Video

Probability and Random Processes

3 rewiews
Explore random variables, probability distributions, and stochastic processes through intuitive explanations and practical applications in parameter estimation and noisy measurements.
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21 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Risk Modelling and Survival Analysis - Actuarial Science

1 rewiews
Explore stochastic processes, Markov chains, risk modeling, and survival analysis in actuarial science. Learn key concepts and tackle past exam questions using R for practical applications.
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13 Lesons
11 hours
On-Demand
Free-Video
Australian Water School

Python Applications for Hydrology and Hydrogeology

1 rewiews
Learn to leverage Python for hydrological and hydrogeological data analysis, including time series analysis, data visualization, and spatial data handling. Gain practical skills for automating tasks and creating impactful visualizations.
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8 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

Narrative in Five Centuries of Classical Music - Time's Arrow - Gustavo Martinez

0 rewiews
Explore the evolution of classical music narratives across five centuries, analyzing structural complexity, temporal directionality, and the concept of irreversibility in musical compositions.
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7 Lesons
38 minutes
On-Demand
Free-Video
Santa Fe Institute

Projects in Time Series Analysis - Chaos Detection with Persistent Homology and Process Monitoring

0 rewiews
Explore chaos detection in time series using persistent homology and process monitoring techniques, with applications in complex systems analysis and data-driven decision making.
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1 Lesons
52 minutes
On-Demand
Free-Video
Santa Fe Institute

Loss of Self-Organization in Earth's Climate

0 rewiews
Análisis de cambios en la autorregulación del clima terrestre mediante herramientas de sistemas complejos, comparando datos de temperatura global con el modelo Daisyworld.
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18 Lesons
58 minutes
On-Demand
Free-Video
New York University (NYU)

Spectral Factor Models and Pricing in Financial Markets - BQE Lecture

0 rewiews
Explore financial modeling with Federico Bandi, covering spectral factor models, consumption components, and predictability in stocks and bonds, with insights on aggregation and pricing.
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14 Lesons
47 minutes
On-Demand
Free-Video
The University of Chicago

Social Sequence Analysis: An Introduction and Overview

0 rewiews
Introduction to social sequence analysis: history, research applications, data sources, capabilities, limitations, and software options for analyzing event and state sequences.
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18 Lesons
1 hour 21 minutes
On-Demand
Free-Video
NPTEL

Engineering Econometrics

0 rewiews
This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real-life cases to know the relevance of a particular problem and the decision-making thereof.
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61 Lesons
1 day 11 hours
On-Demand
Free-Video
NPTEL

Applied Statistics and Econometrics

0 rewiews
Gain practical skills in statistical analysis and econometric modeling, enhancing your ability to interpret data and make informed economic decisions.
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43 Lesons
1 day 6 hours
On-Demand
Free-Video
University of Waikato

Advanced Data Mining with Weka

0 rewiews
Explore advanced data mining techniques using Weka, covering time series forecasting, incremental learning, integration with R and Python, and distributed processing for big data analysis.
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31 Lesons
5 hours
On-Demand
Free-Video
IEEE Signal Processing Society

A Journey Through Graphs for Spatiotemporal Analysis

0 rewiews
Embark on a comprehensive exploration of graph-based techniques for spatiotemporal analysis in this illuminating webinar from the IEEE Signal Processing Society's DEGAS series. Delve into the fascinating world of graph theory and its applications in anal…
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
CodeWithYu

Realtime Streaming for Anomaly Detection - An End-to-End Data Engineering Project

0 rewiews
Build a real-time anomaly detection system using streaming data engineering techniques. Learn end-to-end implementation for monitoring and identifying unusual patterns in data streams.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Machine Learning on Dynamic Graphs - Temporal Graph Networks

0 rewiews
Explore Temporal Graph Networks for dynamic graph analysis, unlocking insights in evolving systems like social networks and financial transactions.
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1 Lesons
45 minutes
On-Demand
Free-Video
Dynatrace

Dynatrace Dashboard Updates - January 2024

0 rewiews
Explore new Dynatrace Dashboard App features through a live demo, including advanced threshold visualization, sparkline for timeseries, and enhanced unit formatting.
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4 Lesons
31 minutes
On-Demand
Free-Video
Broad Institute

Deep End-to-end Causal Inference and Introduction to Causal Discovery

0 rewiews
Explore deep end-to-end causal inference and discover its applications in data-driven decision-making across various domains. Learn about causal discovery, inference, and the Microsoft causal AI suite.
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1 Lesons
1 hour 52 minutes
On-Demand
Free-Video
Broad Institute

Time Series Machine Learning for Deployment in Healthcare

0 rewiews
Explore time series machine learning applications in healthcare, focusing on ICU data analysis, explainability tools, and real-time evaluation for improved patient outcomes.
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27 Lesons
59 minutes
On-Demand
Free-Video
Dynatrace

Actionable Dashboarding - Dynatrace Update April 2023

0 rewiews
Explore Dynatrace's latest dashboarding innovations, compare classic and new Dashboard App, and learn migration strategies. Gain insights on choosing the right tool for your observability data visualization needs.
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8 Lesons
51 minutes
On-Demand
Free-Video
CMU Database Group

ParadeDB - Postgres for Search and Analytics

0 rewiews
Explore ParadeDB's integration of search and analytics capabilities into PostgreSQL, enhancing database functionality for modern applications.
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1 Lesons
59 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Temporal Network Embedding Using Classical Multidimensional Scaling

0 rewiews
Explore temporal network embedding techniques using classical multidimensional scaling for advanced data analysis and visualization.
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1 Lesons
30 minutes
On-Demand
Free-Video
Conf42

Using AI and Python to Prototype Financial Analysis Solutions

0 rewiews
Explore AI and Python for financial analysis prototyping, covering essential skills, methodologies, and practical implementations in algorithmic trading and time series analysis.
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17 Lesons
24 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

Time Series Analysis and Forecasting in R

0 rewiews
This full course on Time Series Analysis will be taught by Dr Abhinanda Sarkar. Dr Sarkar is the Academic Director at Great Learning for Data Science and Machine Learning Programs. He is ranked amongst the Top 3 Most Prominent Analytics & Data Science Ac…
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7 Lesons
4 hours 46 minutes
On-Demand
Free-Video
Great Learning

Multivariate Time Series Forecasting in R - Data Analytics with R - Data Science

0 rewiews
Learn multivariate time series forecasting in R, covering fundamentals, modeling techniques, feature engineering, and practical implementation through a hands-on demo.
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6 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Great Learning

Time Series in Stock Market - Time Series Forecasting - Data Science for Beginners

0 rewiews
Comprehensive tutorial on time series analysis for stock market forecasting, covering indices, exponential smoothing, and ARIMA models with practical applications and comparisons.
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5 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Great Learning

Market Basket Analysis - Apriori Algorithm Explained - Time Series

0 rewiews
Learn market basket analysis, Apriori algorithm, sales prediction, text analysis, and sentiment analysis for business intelligence. Gain practical skills in data-driven decision-making and customer behavior prediction.
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9 Lesons
2 hours 56 minutes
On-Demand
Free-Video
Great Learning

Autocorrelation

0 rewiews
Explore autocorrelation in data analytics: its concept, importance, testing methods, and applications. Includes a practical Python demo for hands-on learning and skill development.
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9 Lesons
56 minutes
On-Demand
Free-Video

Time Series

0 rewiews
Explore time series analysis through hands-on sessions covering EDA, stock analysis, and advanced forecasting models like ARIMA, SARIMAX, and Fbprophet.
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4 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Devika's Commerce & Management Academy

Statistics

0 rewiews
Comprehensive statistics course covering central tendencies, dispersion, correlation, regression, index numbers, and time series analysis with practical problem-solving approaches.
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56 Lesons
9 hours
On-Demand
Free-Video
Data School

Best Practices With Pandas

0 rewiews
Discover efficient data science techniques using pandas, covering tasks like group comparisons, handling missing values, and creating insightful plots with real-world datasets.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Ox educ

Graduate Econometrics

0 rewiews
Comprehensive graduate-level econometrics covering matrix formulation, estimators, causality, time series, panel models, and Bayesian methods. Develops advanced analytical skills for economic research and modeling.
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77 Lesons
7 hours
On-Demand
Free-Video

Econometrics

0 rewiews
Comprehensive econometrics course covering regression analysis, time series, heteroscedasticity, autocorrelation, and advanced estimation techniques. Includes practical exercises and exam preparation materials.
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55 Lesons
14 hours
On-Demand
Free-Video

ECLR-R for Econometrics

0 rewiews
Learn essential econometric techniques using R, from data import and analysis to advanced modeling like ARIMA, GARCH, and difference-in-differences, with practical examples and hands-on exercises.
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10 Lesons
3 hours 30 minutes
On-Demand
Free-Video

E2EML - How Selected Models and Methods Work

0 rewiews
Explore key machine learning algorithms and methods, including decision trees, Bayes Theorem, autocorrelation, Support Vector Machines, and k-nearest neighbors, in this comprehensive video series.
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5 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Convolution in One Dimension for Neural Networks

0 rewiews
Comprehensive exploration of 1D convolution in neural networks, covering theory, implementation, and practical application for time series data analysis and model building.
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23 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Communication System Fundamentals

0 rewiews
Explore key concepts in communication systems, including data transmission, noise, signal processing, and network protocols, to enhance understanding of modern telecommunications.
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21 Lesons
4 hours 30 minutes
On-Demand
Free-Video

Time Series

0 rewiews
Explore time series analysis techniques including forecasting, regression, moving averages, and trend analysis for data-driven insights.
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5 Lesons
30 minutes
On-Demand
Free-Video
Microsoft

Cloud Summit 2021 - Day 3 Sessions on Azure Technologies

0 rewiews
Explore diverse Azure topics: custom vision, bot development, SQL, data governance, time series analysis, and application resiliency in this comprehensive cloud technology event.
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10 Lesons
3 hours 23 minutes
On-Demand
Free-Video
Microsoft

New to Anomaly Detector: Multivariate Capabilities - AI Show Live Episode 11

0 rewiews
Explore Anomaly Detector's new multivariate capabilities for detecting anomalies across multiple data streams. Learn about use cases, APIs, model training, and real-world applications in this informative session.
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14 Lesons
2 hours 5 minutes
On-Demand
Free-Video
Great Learning

Using Data Science to Fight Covid-19 and How to Start Learning ADSB

0 rewiews
Explore data science applications in fighting COVID-19, learn about pandemics, and discover pathways to start a data science career with insights from MIT faculty and industry experts.
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11 Lesons
1 hour 4 minutes
On-Demand
Free-Video

Actuarial Science

0 rewiews
Comprehensive exploration of actuarial concepts, covering statistics, economics, and mathematical modeling for risk assessment in insurance and finance.
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22 Lesons
21 hours
On-Demand
Free-Video
Great Learning

Artificial Intelligence Projects

0 rewiews
Explore AI projects using neural networks for bank default prediction, stock forecasting, and image processing. Learn CNN, RNN, and time series analysis techniques.
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9 Lesons
3 hours 34 minutes
On-Demand
Free-Video
Data Science Dojo

Topology for Time Series

0 rewiews
Explore topological algorithms for time series comparison using persistent homology. Learn implementation in R, understand caveats, and gain practical insights through live coding and dataset analysis.
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8 Lesons
34 minutes
On-Demand
Free-Video
Python Engineer

PyTorch Time Sequence Prediction With LSTM - Forecasting Tutorial

0 rewiews
Learn to predict time sequences using PyTorch and LSTMs. Create sine waves, build an LSTM model, implement a training loop, and perform final testing for accurate forecasting.
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5 Lesons
30 minutes
On-Demand
Free-Video
Great Learning

Time Series Analysis Using Python

0 rewiews
समय श्रृंखला विश्लेषण की मूल अवधारणाओं और तकनीकों का हिंदी में व्यापक अवलोकन, जिसमें डेटा की व्याख्या, विघटन और पूर्वानुमान शामिल है।
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7 Lesons
41 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Build a High Performance Remote Storage for Prometheus with Unlimited Time Series

0 rewiews
高性能Prometheus远程存储方案:支持无限时间序列,将目标标签编码到一列,应用标签展平为独立列,实现高性能查询,解决高基数问题
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1 Lesons
39 minutes
On-Demand
Free-Video
TEDx

Il peso del passato - Confrontarsi con gli altri o con il proprio passato

0 rewiews
Analisi innovativa del benessere personale attraverso modelli economici. Cascavilla esplora approcci alternativi per valutare il presente, confrontando il sé attuale con il passato anziché con gli altri.
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1 Lesons
16 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
Banach Center

Topological Methods in Dynamics Reconstructed from Time Series

0 rewiews
Explore topological methods for analyzing dynamical systems using time series data, focusing on reconstruction techniques and applications in various fields.
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1 Lesons
24 minutes
On-Demand
Free-Video
Banach Center

Testing Topological Conjugacy of Time Series

0 rewiews
Poznaj metody testowania sprzężenia topologicznego szeregów czasowych i ich zastosowania w analizie danych.
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1 Lesons
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

Testing for Finite Variance in Time Series and Its Time-Frequency Representations

0 rewiews
Explore finite variance testing in time series and time-frequency representations, with applications to vibration signals from rotating machines.
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1 Lesons
15 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
Banach Center

Podejście Graficzne do Wielowymiarowych Procesów Hawkes'a

0 rewiews
Poznaj graficzne podejście do analizy wielowymiarowych procesów Hawkes'a w zastosowaniach matematycznych.
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1 Lesons
32 minutes
On-Demand
Free-Video
Banach Center

Non-Gaussian Feature Distribution Forecasting Based on ConvLSTM Neural Network for Robust Machine Condition Prognosis

0 rewiews
Explore ConvLSTM neural networks for non-Gaussian feature distribution forecasting and their application in robust machine condition prognosis.
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11 Lesons
25 minutes
On-Demand
Free-Video
Banach Center

Applications of Robust Statistics for Periodicity Detection in Non-Gaussian Signals - Analysis in Bi-Frequency Domain

0 rewiews
Odkryj metody wykrywania okresowości w sygnałach niegaussowskich z wykorzystaniem statystyk odpornych i analizy w dziedzinie bi-częstotliwości.
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1 Lesons
25 minutes
On-Demand
Free-Video
Banach Center

Zastosowanie Metod Opartych na Entropii do Odróżnienia Osobników z Rytmem Zatokowym od Pacjentów z Niewydolnością Serca

0 rewiews
Poznaj metody entropii do rozróżniania rytmu zatokowego od niewydolności serca. Odkryj zastosowania matematyki w diagnostyce kardiologicznej.
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1 Lesons
28 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Forecasting for the Energy System - Short Timescales

0 rewiews
Découvrez les prévisions à court terme pour le système énergétique avec Riwal Plougonven. Explorez les méthodes et défis de la prévision météorologique appliquée à l'énergie.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Introduction to NetLogo by Bill Rand

0 rewiews
Learn agent-based modeling with NetLogo to simulate complex systems, explore emergence, and understand when to use ABM for research in social sciences and economics.
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35 Lesons
1 hour 16 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Where Does the Statistics of Complex Systems Come From?

0 rewiews
Explore the origins of complex systems statistics through sample space reducing processes, Zipf's law, and network diffusion. Gain insights into driven non-equilibrium systems and their statistical properties.
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28 Lesons
1 hour 4 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

A Unifying Framework for Analyzing Complex Systems

0 rewiews
Explore complex systems analysis through genetic algorithms, agent-based models, network analysis, and time series analysis. Learn quantitative methods for social sciences and economics research.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

3D Atomic Resolution Through Dose-Efficient Fusion of Image & Analytical Technique

0 rewiews
Explore 3D atomic structure analysis of nanomaterials using advanced quantitative TEM techniques, including parameter estimation, deep learning, and fusion of ADF STEM with EDX for heterogeneous materials.
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1 Lesons
33 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 3

0 rewiews
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 1

0 rewiews
Explore structural break analysis using the Chow test, gaining insights into detecting significant changes in economic time series data.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 5

0 rewiews
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
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1 Lesons
24 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 2

0 rewiews
Explore advanced techniques for structural break analysis using the Chow test, building on foundational concepts to enhance econometric modeling skills.
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1 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 4

0 rewiews
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
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1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Lag Sensitivity and STATA Application - Part 16

0 rewiews
Explore lag sensitivity in Dynamic Panel Data models and apply DPD techniques using STATA for advanced econometric analysis.
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1 Lesons
32 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part 14

0 rewiews
Explore advanced concepts in dynamic panel data modeling, focusing on key techniques and applications for econometric analysis.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part V

0 rewiews
Explore panel data analysis techniques, including LSDV and Fixed Effects Models, for robust econometric estimation and inference.
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1 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part IX

0 rewiews
Explore empirical estimation of dynamic panels, including examples and STATA applications, to enhance your understanding of advanced econometric techniques.
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1 Lesons
36 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part V: Anderson-Hsiao Estimator and Generalized Methods of Moment

0 rewiews
Explore Anderson-Hsiao Estimator and Generalized Methods of Moment in dynamic panel data modeling.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part VII: Empirical Estimation and Examples

0 rewiews
Explore empirical estimation and examples of dynamic panel data models, enhancing your understanding of advanced econometric techniques.
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1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part IV: Anderson-Hsiao, Haltz-Ekin, and Arellano-Bond Models

0 rewiews
Explore advanced dynamic panel data models including Anderson-Hsiao, Haltz-Ekin, and Arellano-Bond approaches for econometric analysis.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Partial Adjustment and Nickell Bias - Part III

0 rewiews
Explore dynamic panel data models, partial adjustment techniques, and Nickell bias. Gain insights into advanced econometric concepts for analyzing time-series cross-sectional data.
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5 Lesons
32 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part II: Advanced Techniques and Problem Solving

0 rewiews
Explore advanced panel data models, focusing on dynamic panels and solutions to fixed effects challenges in econometric analysis.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Introduction and Simple Static Models - Part I

0 rewiews
Explore advanced panel data models, focusing on dynamic panels and two-way error components. Learn to address fixed effects challenges in dynamic modeling.
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5 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Panel Data Model Estimation - Part VII

0 rewiews
Explore panel data estimation techniques, focusing on fixed effects and random effects models for comprehensive econometric analysis.
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1 Lesons
33 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Panel Data Model Estimation - Part IX

0 rewiews
Explore panel data estimation techniques, focusing on fixed effects and random effects models for comprehensive econometric analysis.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part III

0 rewiews
Explore pooled data models and first difference techniques through practical examples, enhancing your understanding of panel data estimation methods.
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1 Lesons
48 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part IV

0 rewiews
Explore panel data analysis and fixed effects models for robust econometric estimation in longitudinal studies.
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1 Lesons
40 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part VI

0 rewiews
Explore panel data analysis techniques, including LSDV and Fixed Effects Models, for robust econometric estimation and inference.
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1 Lesons
25 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part II

0 rewiews
Explore pooled data characteristics, OLS models, and STATA implementation for advanced statistical analysis and econometric modeling.
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1 Lesons
41 minutes
On-Demand
Free-Video
Hardware.ai

Adding AI to Your ESP32 - Machine Learning and Object Detection

0 rewiews
Explore machine learning on ESP32: object detection, image recognition, keyword spotting, time series data, and LLMs. Learn to implement AI using EdgeImpulse and Google TensorFlow Lite for Microcontrollers.
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1 Lesons
11 minutes
On-Demand
Free-Video
Roberts Geospatial Engineering

NDVI Analysis and Biomass Proxy Calculation for Coorabulka Station Using ProRaster Scientific

0 rewiews
Perform real-time vegetation change analysis using ProRaster Scientific 2.2.03. Process Landsat imagery, compute NDVI, transform data, and visualize results for Coorabulka Station over 10 years.
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17 Lesons
38 minutes
On-Demand
Free-Video
Roberts Geospatial Engineering

NDVI Analysis for Vegetation Change at Coorabulka Station - Part 6

0 rewiews
Analyze temporal vegetation statistics using Excel, interpret graphs, and create a biomass proxy measure for Coorabulka Station's carrying capacity assessment.
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9 Lesons
23 minutes
On-Demand
Free-Video
Roberts Geospatial Engineering

Building Mosaics and Collated Mosaic Sequences for NDVI Analysis - Part 2

0 rewiews
Aprenda a criar mosaicos e sequências de mosaicos colados usando ProRaster Scientific para análise de vegetação em Coorabulka Station, Queensland, ao longo de um ano.
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6 Lesons
17 minutes
On-Demand
Free-Video
Georgia Tech Research

Nuts and Bolts of Modern State Space Models - Part I

0 rewiews
Explore state space models for analyzing sequential data, covering foundations, algorithms, and applications using the dynamax library. Learn to uncover latent states in high-dimensional measurements.
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1 Lesons
1 hour 28 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
Anyscale

How Datadog is Transforming Time Series Forecasting with Toto

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Discover how Toto, a Time Series-Optimized Transformer, revolutionizes forecasting through advanced architecture and trillion-point training data, enabling precise zero-shot predictions for observability metrics.
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1 Lesons
13 minutes
On-Demand
Free-Video
Venelin Valkov

Multivariate Time Series Forecasting with LSTM Using PyTorch and PyTorch Lightning - ML Tutorial

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Learn to build and train an LSTM Deep Neural Network for Bitcoin price prediction using multivariate time series data, PyTorch, and PyTorch Lightning. Covers dataset creation, model building, and prediction analysis.
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6 Lesons
46 minutes
On-Demand
Free-Video
Launchpad

A Transformer-Based Framework for Multivariate Time Series Representation Learning

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Explore a Transformer-based framework for multivariate time series analysis, covering challenges, model architecture, pre-training, fine-tuning, and applications in classification and forecasting.
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11 Lesons
21 minutes
On-Demand
Free-Video
Rob Mulla

Forecasting with the FB Prophet Model

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Learn to use Facebook's Prophet model for time series forecasting in Python, covering data preparation, model training, evaluation, and incorporating holiday effects.
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8 Lesons
21 minutes
On-Demand
Free-Video
Alan Turing Institute

A Review of Machine Learning Techniques for Anomaly Detection - Dr. David Green

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Explore machine learning techniques for anomaly detection, covering traditional methods, deep neural networks, and practical applications in various domains.
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25 Lesons
22 minutes
On-Demand
Free-Video
Alan Turing Institute

Detecting Semantic Shift in Large Corpora by Exploiting Temporal Random Indexing

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Explore semantic shift in large corpora using Temporal Random Indexing. Learn to analyze word meaning evolution over time and see applications in Italian and UK internet archive corpus analysis.
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13 Lesons
30 minutes
On-Demand
Free-Video
Alan Turing Institute

Time Series Class - Part 1 - Dr Ioannis Papastathopoulos, University of Edinburgh

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Learn fundamental concepts and advanced techniques for analyzing time series data, including ARMA models, state-space models, and neural networks for forecasting and inference.
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15 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Alan Turing Institute

Data Science and Data System - Dr. Amy Braveman, NASA Jet Propulsion Laboratory

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Explore NASA's Earth observation data systems, statistical challenges in climate science, and innovative approaches to analyzing complex environmental datasets.
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16 Lesons
41 minutes
On-Demand
Free-Video
Alan Turing Institute

Time Series Class - Part 1 - Dr. Ioannis Papastathopoulos, University of Edinburgh

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Learn fundamental concepts and advanced techniques in time series analysis, including ARMA models, state-space models, and neural networks for forecasting and inference.
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15 Lesons
1 hour 51 minutes
On-Demand
Free-Video
Alan Turing Institute

Time Series Class - Part 2 - Professor Chris Williams, University of Edinburgh

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Explore time series analysis, from moving average models to advanced state-space techniques and recurrent neural networks. Gain practical skills in parameter estimation, forecasting, and applying models to real-world data.
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30 Lesons
53 minutes
On-Demand
Free-Video