Time Series Analysis Courses and Certifications

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
• On-Demand
• Free Trial Available

Coursera Instructor Network

Time Series Mastery: Forecasting with ETS, ARIMA, Python

19 ratings at Coursera

Comprehensive introduction to time series analysis and forecasting, covering ETS, ARIMA, and advanced techniques. Learn to apply these methods to real-world data for accurate predictions and informed decision-making.

• Coursera
• 2 hours
• On-Demand
• Paid Course

Visualizing Time Series Data in Python

15 ratings at DataCamp

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

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

Manipulating Time Series Data with xts and zoo in R

12 ratings at DataCamp

The xts and zoo packages make the task of managing and manipulating ordered observations fast and mistake free.

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

Policy Analysis Using Interrupted Time Series

5 ratings at edX

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)

IIT Madras;  NPTEL

Applied Time-Series Analysis

1 review

Learn time-series analysis techniques, including stationarity, correlation functions, ARIMA models, and spectral analysis. Gain practical skills using R for data modeling and analysis across various fields.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Time Series

1 review

Apply machine learning to real-world forecasting tasks.

• Kaggle
• 5 hours
• On-Demand
• Free Certificate

Projects in Time Series Analysis - Chaos Detection with Persistent Homology and Process Monitoring

Explore chaos detection in time series using persistent homology and process monitoring techniques, with applications in complex systems analysis and data-driven decision making.

• YouTube
• 52 minutes
• On-Demand
• Free Video

STAT 510: Applied Time Series Analysis

Learn to analyze and forecast time series data using ARIMA models, smoothing methods, and advanced techniques. Gain practical skills in R for handling financial, medical, and weather-related temporal data.

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

Implement Time Series Analysis, Forecasting and Prediction with Tensorflow 2.0

36 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

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

Applied Time Series Analysis and Forecasting with R

18 ratings at Pluralsight

R and time series analysis go together hand-in-hand. In this course, you'll learn how to effectively use R and the forecast package to practice time series analysis and work on real-world projects and data.

• Pluralsight
• 2 hours 4 minutes
• On-Demand
• Free Trial Available

AI TIME:KDD2021-7

Dive into advanced AI concepts and applications through real-world case studies, exploring machine learning algorithms, data analysis techniques, and emerging trends in artificial intelligence.

• XuetangX
• On-Demand
• Free Online Course

AI TIME：ICML 2021-5

Explore cutting-edge AI research and developments presented at ICML 2021, covering machine learning advances, methodologies, and real-world applications.

• XuetangX
• On-Demand
• Free Online Course

AI TIME：ICML 2021-4

Explore cutting-edge AI research and developments presented at ICML 2021, focusing on machine learning advancements, neural networks, and emerging technologies.

• XuetangX
• On-Demand
• Free Online Course