Time Series Analysis Courses and Certifications

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
• On-Demand
• Free Online Course

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
• 3 weeks
• On-Demand
• Free Online Course

Intro to Time Series Analysis with Airline Data

Explore time series analysis through airline data, mastering visualization techniques and predictive modeling to understand travel patterns, trends, and seasonal fluctuations.

• CodeSignal
• On-Demand
• Free Certificate

Practical Time Series Analysis

1691 ratings at Coursera

Explore sequential data analysis, visualization, and forecasting using R. Learn mathematical models and techniques to understand and predict trends in stock prices, rainfall, and more.

• Coursera
• 1 day 1 hour 58 minutes
• On-Demand
• Free Online Course (Audit)

Sequences, Time Series and Prediction

5085 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
• 21 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Python for Time Series Data Analysis

8325 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

Time Series Analysis in R

Learn the core techniques necessary to extract meaningful insights from time series data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning for Time Series Data in Python

This course focuses on feature engineering and machine learning for time series data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Time Series Analysis in SQL Server

Explore ways to work with date and time data in SQL Server for time series analysis

• DataCamp
• 5 hours
• On-Demand
• Free Trial Available

Introduction to Time Series Analysis and Forecasting in R

2739 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 in Python

2653 ratings at Udemy

Time Series Analysis in Python: Theory, Modeling: AR to SARIMAX, Vector Models, GARCH, Auto ARIMA, Forecasting

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

Time Series Analysis and Forecasting using Python

1735 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
• On-Demand
• Paid Course

Visualizing Time Series Data in R

Learn how to visualize time series in R, then practice with a stock-picking case study.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Case Study: Analyzing City Time Series Data in R

Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Master Time Series Analysis and Forecasting with Python 2025

793 ratings at Udemy

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

• Udemy
• 1 day 18 hours 53 minutes
• On-Demand
• Paid Course