Time Series Forecasting Courses and Certifications

Trelis Research

Forecast Anything with Transformers - Chronos and PatchTST for Time Series Forecasting

Master time-series forecasting using transformer models like Chronos and PatchTST, including their architectures, implementation differences, and practical applications through hands-on demonstrations.

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

Data Science Conference

Time Series Forecasting and Anomaly Detection in Radio Networks

Discover advanced time series analysis techniques for optimizing radio network performance, improving capacity planning, and enabling proactive anomaly detection to enhance resource management and energy efficiency.

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

Finnish Center for Artificial Intelligence FCAI

Fundamental Limitations of Foundational Time Series Forecasting Models

Discover fundamental limitations of foundational time series forecasting models and learn why training on more data isn't always beneficial through multimodal approaches.

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

Centre for Networked Intelligence, IISc

Short-Term Energy Load Forecasting Using Time Series Foundation Models

Discover Time Series Foundation Models for energy load forecasting and anomaly detection with practical hackathon guidance and boilerplate code from IBM Research and IISc experts.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

AutoML Seminars

Time Series Forecasting in the Age of Pretrained Models - Chronos

Discover how pretrained models revolutionize time series forecasting through Chronos, exploring zero-shot performance capabilities and applications in energy, retail, and finance sectors.

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

GAIA

How Time Series Forecasting Can Help Business Make Better Decisions

Discover practical insights into time series forecasting for business decisions, including data quality importance, EDA benefits, model selection considerations, multi-series relationships, and monitoring challenges.

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

Time Series Forecasting

4 ratings at Udacity

The Time Series Forecasting course provides students with the foundational knowledge to build and apply time series forecasting models in a variety of business contexts.

• Udacity
• 5 hours
• On-Demand
• Free Online Course

Time Series Forecasting with LSTMs

Master LSTM networks for time series forecasting by building, optimizing, and evaluating models that handle long-term dependencies effectively.

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

Time Series Forecasting with GRUs

Master GRU-based time series forecasting in PyTorch with bidirectional networks, attention mechanisms, and hybrid CNN-GRU models for multivariate data prediction and evaluation.

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

Time Series Forecasting with LSTMs

1 review

Master LSTM networks for time series forecasting with PyTorch, building optimized models that handle long-term dependencies and evaluating performance using RMSE, MAE, and MAPE metrics.

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

Packt

A Practical Approach to Timeseries Forecasting Using Python

Master practical time series forecasting with Python through hands-on projects including COVID-19 prediction, stock forecasting, and birth rate analysis using ARIMA, LSTM, and RNN models.

• Coursera
• 15 hours 33 minutes
• On-Demand
• Paid Course

Coursera

Partition & Monitor AI Models Effectively

Discover how to build reliable AI systems that detect drift, prevent data leakage, and automatically retrain to maintain production performance over time.

• Coursera
• 2 hours 1 minute
• On-Demand
• Paid Course

Mastering Time Series Forecasting with Python

139 ratings at Udemy

Learn Python, Time Series Model Additive, Multiplicative, AR, Moving Average, Exponential, ARIMA models

• Udemy
• 11 hours 39 minutes
• On-Demand
• Paid Course

IE University

Predictive Analytics for Business Planning: Time-Series Forecasting

7 ratings at edX

Explore methods of estimating future business outputs based on historical data and gain a holistic view of using predictive analytics in business with IE University.

• edX
• 5 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

EDUCBA

Apply and Predict: Time Series Forecasting in Excel

Master time series forecasting in Excel through climate analysis and HR analytics, using weighted averages, regression models, and seasonal trend detection for real-world predictions.

• Coursera
• 10 hours 5 minutes
• On-Demand
• Paid Course