Time Series Forecasting Courses and Certifications

Forecasting and Time Series Analysis in Tableau

684 ratings at Udemy

Use Tableau to work with time series, generate forecasts and even add R functionality to enhance Tableau.

• Udemy
• 3 hours 55 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Kharagpur

Business Analytics for Management Decision

14 reviews

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
• On-Demand
• Free Video

Time Series Analysis and Forecasting with Python

521 ratings at Udemy

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

• Udemy
• 10 hours 18 minutes
• On-Demand
• Paid Course

Forecasting in R

14 ratings at DataCamp

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

• DataCamp
• 5 hours
• On-Demand
• Free Trial Available

Discovering Predictive Analytics with Alteryx

1 rating at Udacity

Discover predictive analytics fundamentals using Alteryx to solve business problems through data preparation, regression, classification, clustering, and time-series forecasting.

• Udacity
• 1 hour
• On-Demand
• Free Online Course

Advanced Machine Learning

Explore advanced machine learning techniques including natural language processing, time series forecasting, and recommendation engines through hands-on projects with expert support.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

Databricks

Scalable AutoML for Time Series Forecasting Using Ray

Explore scalable AutoML for time series forecasting using Ray, covering feature generation, model selection, and hyper-parameter tuning. Learn from real-world applications and experiences in various industries.

• YouTube
• 22 minutes
• On-Demand
• Free Video

MLCon | Machine Learning Conference

Predicting New York City Taxi Demand - Spatio-Temporal Time Series Forecasting

Explore spatio-temporal forecasting for NYC taxi demand using advanced models like LSTM and TCN, reducing prediction errors by 40% compared to baseline methods.

• YouTube
• 40 minutes
• On-Demand
• Conference Talk

EuroPython Conference

Darts - Unifying Time Series Forecasting Models from ARIMA to Deep Learning

Explore time series forecasting with Darts, a Python library unifying traditional and deep learning models. Learn best practices for preprocessing, backtesting, and achieving quick results in forecasting problems.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

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
• On-Demand
• Paid Course

Excel Time Series Models for Business Forecasting

250 ratings at Coursera

Learn Excel-based time series forecasting methods for business data, including naive, moving averages, trend-fitting, exponential smoothing, and decomposition. Apply and optimize models for accurate predictions.

• Coursera
• 10 hours 59 minutes
• On-Demand
• Paid Course

USENIX

Scalable AutoML for Time Series Forecasting Using Ray

Explore scalable AutoML for time series forecasting using Ray, covering feature generation, model selection, and distributed hyper-parameter tuning with real-world applications and insights.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

Applied Algebraic Topology Network

Coupling Time-Aware Multipersistence with Graph CNNs for Time Series Forecasting

Explore innovative time series forecasting using Graph Neural Networks and multipersistence, applied to traffic flow, cryptocurrency prices, and COVID-19 hospitalizations.

• YouTube
• 54 minutes
• On-Demand
• Free Video

PASS Data Community Summit

Introduction to Time Series Forecasting

Learn intuitive time series forecasting using Microsoft's algorithm in SQL Server Analysis Services. Explore data preparation, model creation, querying, and result interpretation through Visual Studio and Excel demonstrations.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Conference Talk

The Machine Learning Engineer

MLOps MLflow: Time Series Forecasting with SkTime and Prophet

Explore time series forecasting using SkTime and Prophet libraries in MLflow, enhancing your MLOps skills with practical implementation.

• YouTube
• 41 minutes
• On-Demand
• Free Video