Time Series Courses and Certifications

Time Series Forecasting in Python - Tutorial for Beginners

Master time series forecasting fundamentals in Python with baseline models, ARIMA, cross-validation, exogenous features, prediction intervals, and evaluation metrics.

• freeCodeCamp
• 1 hour 33 minutes
• On-Demand
• Free Video

Master time series forecasting using SAP HANA's Python ML client through hands-on overnight stays prediction, covering univariate and multivariate models with data preparation.

• SAP Learning
• 1 hour 10 minutes
• On-Demand
• Free Online Course

Master SAP IBP platform features and time-series heuristics for supply chain planning through hands-on exercises, navigation training, and advanced modeling techniques.

• SAP Learning
• 14 hours 32 minutes
• On-Demand
• Free Online Course

Master SAP IBP's time-series optimizer and finite heuristic for response & supply planning. Balance supply with demand, optimize inventory levels, and build resilient supply chains.

• SAP Learning
• 1 hour 25 minutes
• On-Demand
• 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
• On-Demand
• Free Online Course

Vertex Forecasting and Time Series in Practice

Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

• Google Skills
• 1 day
• On-Demand
• Paid Course

Using OpenTSDB to Monitor Time-Series Data on Cloud Platform

In this lab you will learn how to collect, record, and monitor time-series data on Google Cloud Platform (GCP) using OpenTSDB running on Google Kubernetes Engine and Google Cloud Bigtable.

• Google Skills
• 1 hour
• On-Demand
• Paid Course

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
• On-Demand
• Free Online Course

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
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• Free Video

Data Analysis for Business and Finance

136 ratings at Udemy

Learn Data Analysis: Descriptive & Inferential Statistics, Regression Analysis, Time Series and much more!

• Udemy
• 4 hours 34 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

Michel van Biezen

Algebra - Distance Rate Time, Mixture Problems, Factoring, Series, and Percentages

Master essential algebra concepts through distance-rate-time problems, factoring techniques, mixture problems, percentages, and age word problems with step-by-step solutions.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video