Time Series Analysis Courses and Certifications

Stanford Seminar - TSAR - 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

Practical Time Series Analysis

1656 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
• 1 day 1 hour 58 minutes
• 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)

Sequences, Time Series and Prediction

4970 ratings at Coursera

Course 4 of the deeplearning.ai TensorFlow Specialization will teach you how to solve time series and forecasting problems using RNNs, ConvNets, and the WaveNet architecture.

• Coursera
• 22 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Python for Time Series Data Analysis

7901 ratings at Udemy

Learn how to use Python , Pandas, Numpy , and Statsmodels for Time Series Forecasting and Analysis!

• Udemy
• 15 hours 21 minutes
• On-Demand
• Paid Course

Introduction to Time Series Analysis and Forecasting in R

2676 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
• On-Demand
• Paid Course

Time Series Analysis and Forecasting using Python

1618 ratings at Udemy

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

• Udemy
• 13 hours 25 minutes
• On-Demand
• Paid Course

Grafana Master Course - Time Series Data Visualization

681 ratings at Udemy

Query, Visualize, Alert on and understand your Metrics. Create, Explore and Share Dashboards using Grafana

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Time Series Analysis Real World Projects in Python

458 ratings at Udemy

Learn how to Solve 3 real Business Problems. Build Robust AI ,Time Series Models for Time Series Analysis & Forecasting

• Udemy
• 3 hours 53 minutes
• On-Demand
• Paid Course

The Econometrics of Time Series Data

Explore econometric models for time series data in this 4-week course from Queen Mary University of London. Learn to manipulate data, estimate models, perform forecasting, and handle non-stationarity issues.

• Coursera
• 1 day 6 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Time Series Analysis in Python: Master Applied Data Analysis

222 ratings at Udemy

Python Time Series Analysis with 10+ Forecasting Models including ARIMA, SARIMA, Regression & Time Series Data Analysis

• Udemy
• 9 hours 35 minutes
• On-Demand
• Paid Course

Mastering Time Series Forecasting with Python

134 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

Creating Features for Time Series Data

Explore time series data with SAS in this 7-week course. Learn binning, smoothing, transformations, spectral analysis, and motif analysis. Suitable for analysts and domain experts.

• Coursera
• 7 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Specialized Models: Time Series and Survival Analysis

123 ratings at Coursera

IBM's 4-week course on advanced machine learning topics, focusing on time series and survival analysis. Ideal for aspiring data scientists with a background in Python and statistics.

• Coursera
• 11 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Modeling Time Series and Sequential Data

Learn to build, refine, and interpret models for sequential series with SAS's 8-week course. Covers Box-Jenkins, Bayesian, and machine learning approaches. Prior knowledge of Bayesian analysis and machine learning models is beneficial.

• Coursera
• 10 hours 52 minutes
• On-Demand
• Free Online Course (Audit)