Time Series Courses and Certifications

Microcredential

RNNs for Time Series with PyTorch

Master time series forecasting using PyTorch by building RNNs, LSTMs, and GRUs for univariate and multivariate data, progressing to advanced hybrid models and attention mechanisms.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate
• 4 courses

Time Series Forecasting with LSTMs

1 review

Master LSTM networks for time series forecasting with PyTorch, building optimized models that handle long-term dependencies and evaluating performance using RMSE, MAE, and MAPE metrics.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Sequences, Time Series and Prediction

5157 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 43 minutes
• On-Demand
• Paid Course

Python for Time Series Data Analysis

9067 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

FlexVertex: Graph, Document, K/V, Time Series - One Database

3962 ratings at Udemy

Master FlexVertex: Innovate with Next-Gen NoSQL and Multi-Model Databases for Powerful Data Management

• Udemy
• 1 hour 13 minutes
• On-Demand
• Free Online Course

Time Series Analysis, Forecasting, and Machine Learning

3131 ratings at Udemy

Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting

• Udemy
• 23 hours 28 minutes
• On-Demand
• Paid Course

Time Series Analysis in Python

2853 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

Introduction to Time Series Analysis and Forecasting in R

2812 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 and Forecasting using Python

1877 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

Master Time Series Analysis and Forecasting with Python 2026

1471 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
• On-Demand
• Paid Course

Grafana Master Course - Time Series Data Visualization

1151 ratings at Udemy

Query, Visualize, Alert on and understand your Metrics. Create, Explore and Share Dashboards using Grafana

• Udemy
• 3 hours 26 minutes
• On-Demand
• Paid Course

Learning Time Series with Interventions

24 ratings at edX

An in-depth introduction to time series analysis, from learning structured models to predictions and reinforcement learning, with hands-on projects - Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 14 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

Complete Time Series Analysis With Python

1072 ratings at Udemy

Python Time Series: How To Use Data Science, Statistics & Machine Learning For Modelling Time Series Data in Python

• Udemy
• 4 hours 22 minutes
• On-Demand
• Paid Course

Microcredential

Statistics and Data Science (Time Series and Social Sciences Track)

Master time series analysis with interventions for social sciences, economics, and policy-making. Analyze temporal data to drive informed decisions and formulate effective policies.

• edX
• On-Demand
• $1,500.00
• 3 courses

Applied Time Series Analysis and Forecasting with R Projects

839 ratings at Udemy

Use R to work on real world time series analysis and forecasting examples. Applied data science with R.

• Udemy
• 3 hours 22 minutes
• On-Demand
• Paid Course