Time Series Analysis Courses and Certifications

Microcredential

Analyzing Time Series and Sequential Data

Learn to analyze time series data with SAS tools in a 30-week course. Explore data, build forecasting systems, and use models to identify and forecast signals.

• Coursera
• 30 weeks, 1 hour a week
• On-Demand
• Paid Course
• 3 courses

Time Series Analysis Real world use-cases in python

49 ratings at Udemy

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

• Udemy
• 6 hours 45 minutes
• On-Demand
• Paid Course

Demand Forecasting Using Time Series

24 ratings at Coursera

LearnQuest's 2-week course on demand forecasting using time series. Covers stationarity, trend, cyclicality, seasonality, and autocorrelation. Includes a project on ARIMA models in Python.

• Coursera
• 9 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

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

Time Series Analysis in R

Learn to extract insights from time series data with this 4-hour course. Master techniques like trend spotting, correlation analysis, autoregression, and simple moving average in R.

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

Machine Learning for Time Series Data in Python

Learn to leverage machine learning for time series data, covering feature engineering, spectograms, and advanced techniques for predicting stock prices and classifying heartbeat sounds. 4-hour course.

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

Time Series Analysis in SQL Server

Learn to work with date and time data in SQL Server, including building, formatting, and aggregating time series data, and using window functions. 5-hour course.

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

STAT 510: Applied Time Series Analysis

Time series data are intriguing yet complicated information to work with. While this course will provide students with a basic understanding of the nature and basic processes used to analyze such data, you will quickly realize that this is a small first…

• OPEN.ED@PSU
• On-Demand
• Free Online Course

Visualizing Time Series Data in R

Learn to visualize time series data in R with a focus on univariate and multivariate series, culminating in a practical stock-picking case study. 4-hour course.

• 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

Time Series with data.table in R

Master time series data using data.table in R with this 4-hour course. Learn to convert data formats, implement feature engineering, and apply skills to real-world financial data.

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

Advanced SQL for Data Science: Time Series

148 ratings at LinkedIn Learning

Learn how to model time series data and apply advanced analysis techniques using SQL.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Implement Time Series Analysis, Forecasting and Prediction with Tensorflow 2.0

28 ratings at Pluralsight

Time series analysis is one of the more difficult and confusing aspects of data science. This course will teach you how to use TensorFlow with time series data and generate high performing forecasts and predictions.

• Pluralsight
• 1 hour 6 minutes
• On-Demand
• Free Trial Available

Manipulating Time Series Data in Python

24 ratings at DataCamp

Learn to manipulate time series data using Python, with a focus on Pandas functionality, resampling, rolling and cumulative values, and building a value-weighted stock index. 4-hour course.

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

Mining Data from Time Series

22 ratings at Pluralsight

Master time series analysis in Python and be able to produce powerful quantitative forecasts.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available