Time Series Forecasting Courses and Certifications

Excel Time Series Models for Business Forecasting

254 ratings at Coursera

Learn Excel-based time series forecasting methods for business data, including naive, moving averages, trend-fitting, exponential smoothing, and decomposition. Apply and optimize models for accurate predictions.

• Coursera
• 10 hours 59 minutes
• Self-Paced
• Paid Course

Time Series Analysis, Forecasting, and Machine Learning

3133 ratings at Udemy

Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting

• Udemy
• 23 hours 28 minutes
• Self-Paced
• Paid Course

Introduction to Time Series Analysis and Forecasting in R

2817 ratings at Udemy

Work with time series and all sorts of time related data in R - Forecasting, Time Series Analysis, Predictive Analytics

• Udemy
• 8 hours 33 minutes
• Self-Paced
• Paid Course

Time Series Analysis and Forecasting using Python

1881 ratings at Udemy

Learn about time series analysis & forecasting models in Python |Time Data Visualization |AR|MA |ARIMA |Regression | ANN

• Udemy
• 13 hours 24 minutes
• Self-Paced
• Paid Course

USENIX

Scalable AutoML for Time Series Forecasting Using Ray

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.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Applied Algebraic Topology Network

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

Explore innovative time series forecasting using Graph Neural Networks and multipersistence, applied to traffic flow, cryptocurrency prices, and COVID-19 hospitalizations.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

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

Explore time-series forecasting models for optimizing Kubernetes resource allocation, improving cluster utilization, and achieving significant cost savings in cloud-native environments.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

PASS Data Community Summit

Introduction to Time Series Forecasting

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.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Conference Talk

The Machine Learning Engineer

MLOps MLflow: Time Series Forecasting with SkTime and Prophet

Explore time series forecasting using SkTime and Prophet libraries in MLflow, enhancing your MLOps skills with practical implementation.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

VinAI

Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms

Explore adversarial attacks on multivariate forecasting models and learn effective defense strategies, including randomized smoothing and adversarial training, to enhance robustness in time-series predictions.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

[2026] Tensorflow 2: Deep Learning & Artificial Intelligence

14147 ratings at Udemy

Machine Learning & Neural Networks for Computer Vision, Time Series Analysis, NLP, GANs, Reinforcement Learning, +More!

• Udemy
• 1 day 2 hours 5 minutes
• Self-Paced
• Paid Course

Master Time Series Analysis and Forecasting with Python 2026

1491 ratings at Udemy

Time Series with Deep Learning (LSTM, TFT, N-BEATS), GenAI (Amazon Chronos), Prophet, Silverkite, ARIMA. Demand Forecast

• Udemy
• 1 day 13 hours 43 minutes
• Self-Paced
• Paid Course

Coursera

Time Series Mastery: Forecasting with ETS, ARIMA, Python

46 ratings at Coursera

Comprehensive introduction to time series analysis and forecasting, covering ETS, ARIMA, and advanced techniques. Learn to apply these methods to real-world data for accurate predictions and informed decision-making.

• Coursera
• 2 hours 20 minutes
• Self-Paced
• Paid Course

Demand Forecasting Using Time Series

39 ratings at Coursera

Explore time series analysis for demand forecasting, covering stationarity, trends, autocorrelation, and predictive models like ARIMA. Gain practical skills in Python for effective supply chain management.

• Coursera
• 9 hours 23 minutes
• Self-Paced
• Paid Course

Introduction to Vertex Forecasting and Time Series in Practice

Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

• Coursera
• 15 hours 7 minutes
• Self-Paced
• Paid Course