Time Series Courses and Certifications

Introduction to Data Science

4317 ratings at Great Learning

Discover the fundamentals of data science, from data lifecycle and statistics to big data concepts, SQL/NoSQL databases, and A/B testing in this comprehensive introduction.

• Great Learning
• 1 hour
• Self-Paced
• Free Online Course

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

Rob Mulla

Time Series Forecasting with XGBoost - Use Python and Machine Learning to Predict Energy Consumption

Learn to predict energy consumption using XGBoost and Python in this hands-on tutorial. Covers data preparation, feature engineering, model building, and forecasting techniques for time series analysis.

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

Astrum

The Time It Rained For Over a Million Years - Earth History Series

Explore the fascinating Carnian Pluvial Event - a million-year rainfall period that dramatically transformed Earth's ecosystems and shaped the evolution of life as we know it today.

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

Alteryx - The Complete Masterclass

2570 ratings at Udemy

Master Alteryx Designer and learn advanced Alteryx data analysis from top-instructor

• Udemy
• 9 hours 49 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

Rob Mulla

Time Series Forecasting with XGBoost - Advanced Methods

Explore advanced time series forecasting with XGBoost, covering outlier removal, cross-validation, lag features, and future predictions. Enhance your skills in handling complex time-dependent data for improved forecasting accuracy.

• YouTube
• 22 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

The Cherno

Timesteps and Delta Time - Game Engine Series

Learn about timesteps and delta time in game engine development, exploring implementation, application, and testing for smooth gameplay and consistent performance.

• YouTube
• 28 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

Venelin Valkov

LSTM Time Series Prediction Tutorial Using PyTorch in Python - Coronavirus Daily Cases Forecasting

Learn to forecast Coronavirus cases using LSTM and PyTorch. Covers data preprocessing, model building, training, evaluation, and future predictions with real-world time series data.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

NDC Conferences

Efficient Time Series with PostgreSQL

Explore efficient time series data management in PostgreSQL, covering data models, access patterns, and scalability. Learn how this versatile SQL database can handle time series at scale, reducing system complexity.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

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

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