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#Time Series Forecasting

Showing: 47 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
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
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

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
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
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
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
Anyscale

How Datadog is Transforming Time Series Forecasting with Toto

0 rewiews
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
Rob Mulla

Forecasting with the FB Prophet Model

0 rewiews
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
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
Databricks

Real-Time Forecasting at Scale Using Delta Lake and Delta Caching

0 rewiews
Explore real-time forecasting at scale using Delta Lake and Delta Caching. Learn efficient data sampling, storage, and caching techniques for handling massive datasets and achieving rapid forecast response times.
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14 Lesons
25 minutes
On-Demand
Free-Video
Derek Banas

Time Series Forecasting - ARIMA Models and Regression Analysis

0 rewiews
Learn to predict future values using ARIMA, covering AutoReg, data handling, and model creation. Gain practical skills in time series forecasting with real-world examples and comprehensive explanations.
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16 Lesons
29 minutes
On-Demand
Free-Video
Great Learning

Multivariate Time Series on COVID-19 - Time Series Forecasting

0 rewiews
Learn multivariate time series forecasting techniques applied to COVID-19 data. Explore statistical modeling for predicting trends and making informed decisions across various industries.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Great Learning

Stock Price Prediction Using Deep Learning - Deep Learning Tutorial

0 rewiews
Learn to predict stock prices using deep learning techniques, including time series forecasting, ANN, and RNN, with practical implementation and a case study approach.
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12 Lesons
1 hour 40 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Coupling Time-Aware Multipersistence with Graph CNNs for Time Series Forecasting

0 rewiews
Explore innovative time series forecasting using Graph Neural Networks and multipersistence, applied to traffic flow, cryptocurrency prices, and COVID-19 hospitalizations.
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1 Lesons
54 minutes
On-Demand
Free-Video
International PHP Conference

Using PHP Outside the Web Context

0 rewiews
Explore PHP's potential beyond web development, delving into scientific computing, machine learning, and data science applications. Discover recent projects and advancements in PHP for solving complex problems.
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1 Lesons
58 minutes
On-Demand
Free-Video
Data Science Dojo

How to Forecast Sales Using Prophet and Python

0 rewiews
Learn to build accurate sales forecasts using Prophet and Python in just 15 lines of code. Discover how to leverage this powerful tool for various time series predictions, from market trends to weather forecasting.
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1 Lesons
55 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
Databricks

AutoML Time Series Forecasting for Infrastructure Resources

0 rewiews
Spark-based AutoML framework for scalable time series forecasting of IT infrastructure resources, enabling efficient long-term planning and daily dynamic provisioning.
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1 Lesons
34 minutes
On-Demand
Free-Video
Open Data Science

Auto-Train a Time-Series Forecast Model with AML & ADB

0 rewiews
Learn to auto-train time-series forecast models using Azure Machine Learning and Azure Databricks for large-scale enterprise solutions in supply chain, healthcare, insurance, and finance.
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29 Lesons
54 minutes
On-Demand
Free-Video
Databricks

Auto-Train a Time-Series Forecast Model with Azure Machine Learning and Azure Databricks

0 rewiews
Discover how to efficiently build accurate forecasting models at scale using Azure Machine Learning and Azure Databricks, enhancing enterprise AI/ML capabilities for various industries.
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6 Lesons
27 minutes
On-Demand
Free-Video
Rob Mulla

Time Series Forecasting with XGBoost - Advanced Methods

0 rewiews
Explore advanced time series forecasting with XGBoost, covering outlier removal, cross-validation, lag features, and future predictions. Enhance your skills in handling complex time-dependent data for improved forecasting accuracy.
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8 Lesons
22 minutes
On-Demand
Free-Video
Rob Mulla

Time Series Forecasting with XGBoost - Use Python and Machine Learning to Predict Energy Consumption

0 rewiews
Learn to predict energy consumption using XGBoost and Python in this hands-on tutorial. Covers data preparation, feature engineering, model building, and forecasting techniques for time series analysis.
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6 Lesons
23 minutes
On-Demand
Free-Video
Databricks

Scalable AutoML for Time Series Forecasting Using Ray

0 rewiews
Explore scalable AutoML for time series forecasting using Ray, covering feature generation, model selection, and hyper-parameter tuning. Learn from real-world applications and experiences in various industries.
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9 Lesons
22 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Squeeze Your K8s - Adopting Time-Series Forecasting Models in FinOps Practices

0 rewiews
Explore time-series forecasting models for optimizing Kubernetes resource allocation, improving cluster utilization, and achieving significant cost savings in cloud-native environments.
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1 Lesons
38 minutes
On-Demand
Free-Video
USENIX

Scalable AutoML for Time Series Forecasting Using Ray

0 rewiews
Explore scalable AutoML for time series forecasting using Ray, covering feature generation, model selection, and distributed hyper-parameter tuning with real-world applications and insights.
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16 Lesons
22 minutes
On-Demand
Free-Video
PASS Data Community Summit

Overview of Automated ML June 2019

0 rewiews
Explore automated machine learning for accelerating AI development, with demos on Azure ML Service and Databricks, focusing on Python implementation and recent Azure technologies.
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31 Lesons
50 minutes
On-Demand
Free-Video
PyCon US

Charlas - Kin Gutierrez Olivares/Federico Garza Ramirez: Nixtla: Deep Learning para pronóstico

0 rewiews
Introducción a Nixtla, una librería de Python para pronóstico de series temporales con deep learning. Explora modelos avanzados, aplicaciones comerciales y mejores prácticas para entrenamiento y despliegue.
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7 Lesons
28 minutes
On-Demand
Free-Video
EuroPython Conference

Probabilistic Forecasting with DeepAR and AWS SageMaker

0 rewiews
Explore probabilistic forecasting with DeepAR, combining deep learning and time series analysis for accurate predictions with uncertainty estimates across multiple related datasets.
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15 Lesons
31 minutes
On-Demand
Free-Video
EuroPython Conference

Darts - Unifying Time Series Forecasting Models from ARIMA to Deep Learning

0 rewiews
Explore time series forecasting with Darts, a Python library unifying traditional and deep learning models. Learn best practices for preprocessing, backtesting, and achieving quick results in forecasting problems.
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1 Lesons
45 minutes
On-Demand
Free-Video
PASS Data Community Summit

Introduction to Time Series Forecasting

0 rewiews
Learn intuitive time series forecasting using Microsoft's algorithm in SQL Server Analysis Services. Explore data preparation, model creation, querying, and result interpretation through Visual Studio and Excel demonstrations.
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15 Lesons
1 hour 2 minutes
On-Demand
Free-Video
PASS Data Community Summit

Past to Future - Self-service Forecasting with Microsoft BI

0 rewiews
Explore time series forecasting with Microsoft Self-Service BI tools. Learn fundamentals, Excel capabilities, and Power View's predictive analytics for visually impressive forecasts and hindcasts.
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17 Lesons
1 hour 1 minute
On-Demand
Free-Video
MLCon | Machine Learning Conference

Predicting New York City Taxi Demand - Spatio-Temporal Time Series Forecasting

0 rewiews
Explore spatio-temporal forecasting for NYC taxi demand using advanced models like LSTM and TCN, reducing prediction errors by 40% compared to baseline methods.
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1 Lesons
40 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Intelligent Analysis on Cloud Infrastructure With AIOps

0 rewiews
探索AIOps在云基础设施智能分析中的应用,包括异常检测、资源预测、故障检测和根因分析,以提高云服务管理和运营效率。
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9 Lesons
30 minutes
On-Demand
Free-Video
DigitalSreeni

Text Prediction Using LSTM

0 rewiews
Learn to train LSTM networks for English text prediction, covering data preparation, model architecture, and character-level forecasting techniques.
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15 Lesons
29 minutes
On-Demand
Free-Video
Conf42

Forecasting Time-Series with Polars and Deno

0 rewiews
Explore time-series forecasting using Polars and Deno. Learn scaling techniques, pipeline optimization, and WASM integration for efficient data processing and prediction.
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13 Lesons
23 minutes
On-Demand
Free-Video
Data Science Festival

MLOps in Financial Services: Forecasting Balances and Model Deployment

0 rewiews
Unlock MLOps potential in finance: master balance forecasting, explore time series packages, and learn production deployment tips for optimized processes and elevated performance.
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1 Lesons
15 minutes
On-Demand
Free-Video
Data Science Festival

Forecasting Time Series with Arrow and WASM

0 rewiews
Explore novel time-series processing pipeline using Apache Arrow, S3, Polars/DuckDB, and WASM for efficient forecasting and MLOps deployment.
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1 Lesons
22 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Time Series Forecasting with Regression Model

0 rewiews
Learn to implement regression models for long-term and short-term time series forecasting, focusing on trend and seasonality modeling and auto-regressive techniques using the AirPassengers dataset.
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1 Lesons
25 minutes
On-Demand
Free-Video
CodeEmporium

Informer Encoder Architecture Explained

0 rewiews
Explore the Informer Encoder architecture, its key components, and implementation details for advanced time series forecasting and sequence modeling tasks.
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1 Lesons
26 minutes
On-Demand
Free-Video
EuroPython Conference

Forecasting the Future with EarthPT

0 rewiews
Explore EarthPT, an open-source Earth Observation pretrained transformer. Learn about its capabilities in predicting surface reflectances, vegetation indices, and potential applications in land use classification and crop yield forecasting.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLflow: Time Series Forecasting with SkTime and Prophet

0 rewiews
Explore time series forecasting using SkTime and Prophet libraries in MLflow, enhancing your MLOps skills with practical implementation.
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1 Lesons
41 minutes
On-Demand
Free-Video
NHR@FAU

Towards Robust and Efficient AI at Scale

0 rewiews
Explore robust, efficient AI for scientific time series forecasting. Learn scalable transformer architectures, energy optimization, and balancing performance with sustainability in large-scale AI applications.
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27 Lesons
51 minutes
On-Demand
Free-Video
CodeEmporium

Informer Architecture Explained - Complete Guide

0 rewiews
Comprehensive exploration of Informer encoder architecture, detailing its components and implementation for advanced time series forecasting and sequence modeling tasks.
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1 Lesons
38 minutes
On-Demand
Free-Video
CodeEmporium

Informer: Training and Inference

0 rewiews
Explore time series prediction using Informer, a transformer-based model. Learn to train and make predictions through hands-on coding, enhancing your skills in advanced forecasting techniques.
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1 Lesons
45 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Time Series Foundation Models in Predictive Building Analytics - A Critical Analysis

0 rewiews
Explore the potential impact of time series foundation models on predictive building analytics, examining their readiness and capabilities for revolutionizing building management systems.
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1 Lesons
16 minutes
On-Demand
Free-Video