Time Series Analysis Courses and Certifications

AI TIME：ICML 2021-6

Explore cutting-edge AI research and developments presented at ICML 2021, covering machine learning advances, methodologies, and real-world applications.

• XuetangX
• Self-Paced
• Free Online Course

Packt

Time Series Analysis with Spark

Master scalable time series forecasting with Apache Spark, from data preparation to production deployment, using SARIMA, LightGBM, and NeuralProphet models for enterprise analytics.

• Coursera
• 11 hours 19 minutes
• Self-Paced
• Paid Course

Stanford Seminar - TSAR - Anirudh Todi of Twitter

Explore Twitter's TSAR system for efficient time series data aggregation, covering design principles, operational simplicity, and real-world examples like Tweet impressions.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Online Course

Applied Time Series Analysis and Forecasting with R Projects

840 ratings at Udemy

Use R to work on real world time series analysis and forecasting examples. Applied data science with R.

• Udemy
• 3 hours 22 minutes
• Self-Paced
• Paid Course

Forecasting and Time Series Analysis in Tableau

684 ratings at Udemy

Use Tableau to work with time series, generate forecasts and even add R functionality to enhance Tableau.

• Udemy
• 3 hours 55 minutes
• Self-Paced
• Paid Course

Algorithmic Trading & Time Series Analysis in Python and R

606 ratings at Udemy

Technical Analysis (SMA and RSI), Time Series Analysis (ARIMA and GARCH), Machine Learning and Mean-Reversion Strategies

• Udemy
• 18 hours 45 minutes
• Self-Paced
• Paid Course

Time Series Analysis and Forecasting with Python

523 ratings at Udemy

Learn Python for Pandas, Statsmodels, ARIMA, SARIMAX, Deep Learning, LSTM and Forecasting into Future

• Udemy
• 10 hours 18 minutes
• Self-Paced
• Paid Course

Complete Time Series Data Analysis Bootcamp In R

445 ratings at Udemy

Learn How To Work With Time Series/Temporal Data Using Statistical Modelling & Machine Learning Techniques In R

• Udemy
• 5 hours 39 minutes
• Self-Paced
• Paid Course

Great Learning

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

Learn multivariate time series forecasting in R, covering fundamentals, modeling techniques, feature engineering, and practical implementation through a hands-on demo.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Great Learning

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

Comprehensive tutorial on time series analysis for stock market forecasting, covering indices, exponential smoothing, and ARIMA models with practical applications and comparisons.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Venelin Valkov

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

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.

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

Alan Turing Institute

Time Series Modelling and State Space Models - Professor Chris Williams, University of Edinburgh

Explore time series modeling, including ARMA models, Hidden Markov Models, and Kalman filtering. Learn parameter estimation, inference techniques, and advanced topics in state-space models.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Part Time Larry

TimescaleDB - PostgreSQL for Time-Series Data

Explore TimescaleDB for efficient time-series data management in PostgreSQL, focusing on stock market applications and practical coding examples.

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

The Universality and Predictability of Technology Diffusion

Explore the universal patterns of technology diffusion across diverse fields, from monasteries to mobile phones, and learn how to forecast future deployment using advanced time series models.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Data Science Dojo

Topology for Time Series

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.

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