Time Series Analysis Courses and Certifications

Stanford Seminar - TSAR (the TimeSeries AggregatoR) Anirudh Todi of Twitter

Stanford University offers a 1-2 hour seminar on TSAR (TimeSeries AggregatoR) by Anirudh Todi of Twitter, covering its design principles, data schema coordination, and operational simplicity.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

Great Learning

Time Series Analysis using Python in Hindi | Time Series Forecasting | Great Learning

Learn Time Series Analysis using Python with Great Learning's short online program. Understand how variables change over time and apply this knowledge for forecasting.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course

Great Learning

Multivariate Time Series Forecasting In R | Data Analytics With R | Data Science | Great Learning

Master multivariate time series forecasting in R with Great Learning. Understand data modeling, feature engineering, and model building in a 1-2 hour program. Free certificate included.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Online Course

Great Learning

Time Series In Stock Market | Time Series Forecasting | Data Science For Beginners | Great Learning

Explore time series analysis in stock markets with Great Learning. Learn forecasting methods like ARIMA, earn a free certificate, and enhance your data science skills.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Online Course

Great Learning

Market Basket Analysis In 3 Hours | Apriori Algorithm Explained | Time Series | Great Learning

Master market basket analysis and the Apriori algorithm in just 3 hours with Great Learning. Understand customer buying patterns, sales prediction, and supply chain optimization.

• YouTube
• 2 hours 56 minutes
• On-Demand
• Free Online Course

Great Learning

Time Series Analysis | Time Series Forecasting | Time Series Analysis in R | Ph.D. (Stanford)

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…

• YouTube
• 4 hours 46 minutes
• On-Demand
• Free Online Course

Data Science Dojo

Topology for Time Series

Learn topological algorithms for time series data analysis with Data Science Dojo. Understand persistent homology and its implementation in R in under an hour.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Launchpad

A Transformer-based Framework For Multivariate Time Series Representation Learning

Learn to work with multivariate time series data using a transformer-based framework in less than an hour with Launchpad.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Venelin Valkov

LSTM Time Series Prediction Tutorial using PyTorch in Python | Coronavirus Daily Cases Forecasting

Learn to predict future Coronavirus cases using real-world data with Venelin Valkov's tutorial. Master LSTM time series forecasting with PyTorch in Python in just 1-2 hours.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

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 PyTorch and PyTorch Lightning with Venelin Valkov in under an hour.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Part Time Larry

TimescaleDB - PostgreSQL for Time-Series Data

Learn to store and query stock market data using TimescaleDB, an open-source time-series database built on PostgreSQL, in less than an hour with Part Time Larry.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Association for Computing Machinery (ACM)

KDD Applied Data Science for Predictive Time Series Analytics--Nesime Tatbul

Explore predictive time series analytics with ACM's under-1-hour program. Learn anomaly detection, evaluation, benchmarking tools, and data science pipeline design.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course

Data Science Dojo

Time Series Analysis with the KNIME Analytics Platform | Preprocessing | Alignment | Imputation

Learn time series analysis using the KNIME Analytics Platform with Data Science Dojo. Master preprocessing, alignment, imputation, and forecasting in just 1-2 hours.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Practical Time Series Analysis

1637 ratings at Coursera

Explore practical time series analysis with this 6-week course from the State University of New York. Learn to analyze sequential data, use mathematical models, and make intelligent forecasts.

• Coursera
• 26 hours
• On-Demand
• Free Online Course (Audit)

Policy Analysis Using Interrupted Time Series

1 review

A comprehensive course on conducting and presenting policy evaluations using interrupted time series analysis.

• edX
• 5 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)