Time Series Forecasting Courses and Certifications

Time Series Forecasting with GRUs

Master GRU-based time series forecasting with TensorFlow, covering bidirectional models, attention mechanisms, and hybrid CNN-GRU architectures for multivariate data prediction.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

EDUCBA

Master Time Series Forecasting with R: Analyze & Predict

Discover advanced time series forecasting techniques using R, from regression and decomposition to ARIMA and SARIMA models for accurate predictions.

• Coursera
• 8 hours 44 minutes
• On-Demand
• Paid Course

Packt

Time Series Forecasting with Facebook Prophet in Python

Master time series forecasting with Facebook Prophet in Python, from basic concepts to advanced techniques like changepoint detection, seasonality adjustments, and handling holidays and regressors for accurate predictions.

• Coursera
• 3 hours 56 minutes
• On-Demand
• Paid Course

Time Series Forecasting with Python

This project-based course will teach you how to build a tool that predicts demand for Airbnb properties in New York and become a Business Data Analyst.

• Zero To Mastery
• 10 hours
• On-Demand
• Paid Course

Time Series Forecasting in Python - Tutorial for Beginners

Master time series forecasting fundamentals in Python with baseline models, ARIMA, cross-validation, exogenous features, prediction intervals, and evaluation metrics.

• freeCodeCamp
• 1 hour 33 minutes
• On-Demand
• Free Video

Designing Forecasting Pipelines for Production

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Derek Banas

Time Series Forecasting - ARIMA Models and Regression Analysis

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.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Databricks

Time Series Forecasting with PyCaret

Explore automated time series forecasting with PyCaret's low-code module. Learn setup, EDA, training, and forecasting techniques to streamline your predictive modeling workflow.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Great Learning

Multivariate Time Series on COVID-19 - Time Series Forecasting

Learn multivariate time series forecasting techniques applied to COVID-19 data. Explore statistical modeling for predicting trends and making informed decisions across various industries.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Time Series Forecasting with Regression Model

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.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Data Science Festival

Forecasting Time Series with Arrow and WASM

Explore novel time-series processing pipeline using Apache Arrow, S3, Polars/DuckDB, and WASM for efficient forecasting and MLOps deployment.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Conf42

Forecasting Time-Series with Polars and Deno

Explore time-series forecasting using Polars and Deno. Learn scaling techniques, pipeline optimization, and WASM integration for efficient data processing and prediction.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Anyscale

Scaling Time-Series Forecasting Models to Cope with the Multi-Verse with Ray

Learn to scale probabilistic time-series forecasting using Ray for financial markets. Explore techniques for handling non-stationarity and improving model robustness through back-testing and distributed computing.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Anyscale

How Datadog is Transforming Time Series Forecasting with Toto

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.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Databricks

AutoML Time Series Forecasting for Infrastructure Resources

Spark-based AutoML framework for scalable time series forecasting of IT infrastructure resources, enabling efficient long-term planning and daily dynamic provisioning.

• YouTube
• 34 minutes
• On-Demand
• Free Video