Time Series Analysis Courses and Certifications

Time Series Analysis and Forecasting with Python

523 ratings at Udemy

Learn Python for Pandas, Statsmodels, ARIMA, SARIMAX, Deep Learning, LSTM and Forecasting into Future

• Udemy
• 10 hours 18 minutes
• Self-Paced
• Paid Course

Complete Time Series Data Analysis Bootcamp In R

445 ratings at Udemy

Learn How To Work With Time Series/Temporal Data Using Statistical Modelling & Machine Learning Techniques In R

• Udemy
• 5 hours 39 minutes
• Self-Paced
• Paid Course

Great Learning

Multivariate Time Series Forecasting in R - Data Analytics with R - Data Science

Learn multivariate time series forecasting in R, covering fundamentals, modeling techniques, feature engineering, and practical implementation through a hands-on demo.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Great Learning

Time Series in Stock Market - Time Series Forecasting - Data Science for Beginners

Comprehensive tutorial on time series analysis for stock market forecasting, covering indices, exponential smoothing, and ARIMA models with practical applications and comparisons.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Venelin Valkov

Multivariate Time Series Forecasting with LSTM Using PyTorch and PyTorch Lightning - ML Tutorial

Learn to build and train an LSTM Deep Neural Network for Bitcoin price prediction using multivariate time series data, PyTorch, and PyTorch Lightning. Covers dataset creation, model building, and prediction analysis.

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

Alan Turing Institute

Time Series Modelling and State Space Models - Professor Chris Williams, University of Edinburgh

Explore time series modeling, including ARMA models, Hidden Markov Models, and Kalman filtering. Learn parameter estimation, inference techniques, and advanced topics in state-space models.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Great Learning

Stock Price Prediction Using Deep Learning - Deep Learning Tutorial

Learn to predict stock prices using deep learning techniques, including time series forecasting, ANN, and RNN, with practical implementation and a case study approach.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Rob Mulla

Forecasting with the FB Prophet Model

Learn to use Facebook's Prophet model for time series forecasting in Python, covering data preparation, model training, evaluation, and incorporating holiday effects.

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

Part Time Larry

TimescaleDB - PostgreSQL for Time-Series Data

Explore TimescaleDB for efficient time-series data management in PostgreSQL, focusing on stock market applications and practical coding examples.

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

NPTEL;  IIT Kharagpur

Business Analytics for Management Decision

17 ratings

This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real life cases to know the relevance of a particular problem and the decision-making thereof.

• YouTube
• 1 day 15 hours
• Self-Paced
• Free Video

The Universality and Predictability of Technology Diffusion

Explore the universal patterns of technology diffusion across diverse fields, from monasteries to mobile phones, and learn how to forecast future deployment using advanced time series models.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Time Series Class - Part 1 - Dr Ioannis Papastathopoulos, University of Edinburgh

Learn fundamental concepts and advanced techniques for analyzing time series data, including ARMA models, state-space models, and neural networks for forecasting and inference.

• YouTube
• 1 hour 50 minutes
• Self-Paced
• Free Video

Databricks

Time Series Forecasting with PyCaret

Explore automated time series forecasting with PyCaret's low-code module. Learn setup, EDA, training, and forecasting techniques to streamline your predictive modeling workflow.

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

Data Science Dojo

Topology for Time Series

Explore topological algorithms for time series comparison using persistent homology. Learn implementation in R, understand caveats, and gain practical insights through live coding and dataset analysis.

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

Great Learning

Multivariate Time Series on COVID-19 - Time Series Forecasting

Learn multivariate time series forecasting techniques applied to COVID-19 data. Explore statistical modeling for predicting trends and making informed decisions across various industries.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video