Time Series Analysis Courses and Certifications

Master Time Series Analysis and Forecasting with Python 2026

1491 ratings at Udemy

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

• Udemy
• 1 day 13 hours 43 minutes
• Self-Paced
• Paid Course

Coursera

Time Series Data Visualization And Analysis Techniques

19 ratings at Coursera

Learn techniques for visualizing and analyzing time series data, including line charts, bar charts, and boxplots. Explore color mapping and methods for detecting outliers, key moments, and overall trends.

• Coursera
• 1 hour 51 minutes
• Self-Paced
• Paid Course

Applied Time Series Analysis in Python

822 ratings at Udemy

Use Python and Tensorflow to apply the latest statistical and deep learning techniques for time series analysis

• Udemy
• 6 hours 56 minutes
• Self-Paced
• Paid Course

Time Series Analysis Real World Projects in Python

471 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
• Self-Paced
• Paid Course

Forecasting Models & Time Series Analysis for Business in R

362 ratings at Udemy

Time Series Analysis for Data Science & Analytics in R programming. Demand Planning & Forecasting. Prophet, ARIMA & more

• Udemy
• 9 hours 7 minutes
• Self-Paced
• Paid Course

IIT Madras;  NPTEL

Applied Time-Series Analysis

1 rating

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
• Self-Paced
• Free Online Course

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
• Self-Paced
• Free Online Course

Time Series Analysis

Master time series data analysis from basics to advanced forecasting using statistical models, machine learning, and deep learning architectures like RNNs and LSTMs.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Great Learning

Time Series Analysis and Forecasting in R

This full course on Time Series Analysis will be taught by Dr Abhinanda Sarkar. Dr Sarkar is the Academic Director at Great Learning for Data Science and Machine Learning Programs. He is ranked amongst the Top 3 Most Prominent Analytics & Data Science Ac…

• YouTube
• 4 hours 46 minutes
• Self-Paced
• Free Video

Steve Brunton

TOTEM - Tokenized Time Series Embeddings for General Time Series Analysis

Discover how TOTEM revolutionizes time series analysis through tokenized embeddings, enabling unified modeling across multiple domains and tasks with minimal tuning requirements.

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

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

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

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 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