Time Series Courses and Certifications

Anyscale

TimeGPT: A Foundation Large Time Series Model for Forecasting

Explore TimeGPT, a groundbreaking pre-trained foundation model for time series forecasting. Learn to leverage distributed capabilities from Ray for scalable forecasting and anomaly detection across diverse domains.

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

Computational Genomics Summer Institute CGSI

Conformal Prediction in Time Series

Discover advanced conformal prediction techniques for time series analysis, including JANET and JAPAN methods for adaptive prediction regions with uncertainty quantification.

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

Manipulating Time Series Data in R

Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Time Series with data.table in R

Master time series data manipulation using data.table in R. Learn efficient techniques for handling large datasets, performing feature engineering, and building statistical models with financial data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Creating Features for Time Series Data

Explore time series data analysis techniques including binning, smoothing, transformations, spectral analysis, and motif detection to create effective features for advanced analytics and modeling.

• Coursera
• 10 hours 32 minutes
• Self-Paced
• Paid Course

Introduction to Vertex Forecasting and Time Series in Practice

Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

• Coursera
• 15 hours 7 minutes
• Self-Paced
• Paid Course

Using OpenTSDB to Monitor Time-Series Data on Cloud Platform

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to collect, record, and monitor time-series data on Google Cloud Platform (GCP) using OpenTSDB running on Google Kubernetes Engine and Google Cloud Bigt…

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Manipulating Time Series Data in Python

29 ratings at DataCamp

In this course you'll learn the basics of working with time series data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Time Series Analysis in Python

19 ratings at DataCamp

In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Visualizing Time Series Data in Python

16 ratings at DataCamp

Visualize seasonality, trends and other patterns in your time series data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Time Series Analysis in R

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

• DataCamp
• 4 hours
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Trial Available

Time Series in Python

Gain the skills you need to manipulate, interpret, and visualize time series data in Python, using pandas, NumPy, and Matplotlib.

• DataCamp
• 20 hours
• Self-Paced
• Free Trial Available

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
• Self-Paced
• Free Trial Available