Forecasting Courses and Certifications

Databricks

Many Model Forecasting in Real-Time with Databricks Online Store

Learn real-time forecasting techniques using Spark, Delta, and Databricks' latest features. Explore model fitting, monitoring, and serving strategies for efficient, large-scale predictions across various scenarios.

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

Georgia Tech Research

Curating a COVID-19 Data Repository and Forecasting County-Level Death Counts in the United States

Explore COVID-19 data curation and forecasting techniques for county-level death counts in the US, including ensemble methods and prediction intervals for informed decision-making.

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

Confluent

Forecasting Kafka Lag Issues with Machine Learning

Learn to predict and manage Kafka Partition Lag using machine learning techniques. Explore normal and abnormal lag patterns, ensemble forecasting, and case studies for improved Kafka observability.

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

MICDE University of Michigan

Fundamental Physics and Foundational Models for the Forecasting and Optimization of Complex Systems - Lecture 12

Explore fundamental physics and foundational models for forecasting and optimizing complex systems, enhancing your understanding of advanced scientific concepts.

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

Dynatrace

Baselining and Forecasting System Traffic with Dynatrace - Part 1

Master traffic analysis and forecasting using Dynatrace's seasonal baselining and AI-powered predictions to anticipate system limits and optimize performance through effective data monitoring.

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

Databricks

A No-Code ML Forecasting Platform for Retail and CPG Companies

Discover how Workcloud Modeling Studio enables retail and CPG data scientists to build ML forecasting pipelines in hours, not months, without extensive engineering support.

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

Conf42

Platform-First Forecasting - Engineering Scalable ML Systems

Discover how to build scalable ML forecasting systems using platform-first engineering principles, microservices architecture, and containerization strategies for production success.

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

Fields Institute

Understanding Forecasting with Reservoir Computing via Synchronization

Explore reservoir computing's forecasting capabilities through synchronization, presented by Juan Pablo Ortega at the Fourth Symposium on Machine Learning and Dynamical Systems.

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

Conference GSI

Cold Starting of Reservoir Systems in the Forecasting of Dynamical Systems

Explore cold starting techniques for reservoir systems to enhance dynamical system forecasting. Gain insights into advanced prediction methods.

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

Association for Computing Machinery (ACM)

Artificial Intelligence for Data-centric Surveillance and Forecasting of Epidemics

Explore AI-driven approaches for epidemic surveillance and forecasting, focusing on data-centric methods to enhance public health responses and decision-making.

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

Data Council

Forecasting Development Timelines - Bringing Accuracy and Predictability to Software Projects

Optimize product roadmap management using historical data for precise delivery forecasts. Explore Cardagraph's innovative technique to enhance project planning and fulfill commitments confidently.

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

Confreaks

Forecasting the Future: An Introduction to Machine Learning for Weather Prediction in Native Ruby

Explore weather prediction using machine learning in Ruby. Learn to build, train, and deploy ML models natively, discovering accessible tools and libraries for Ruby-based AI projects.

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

Data Science Festival

Relevance Revolution - Unlocking User-Centric Recommendations and Forecasting

Discover how data analytics and machine learning optimize digital advertising campaigns through advanced targeting, prediction models, and ROI maximization strategies for data-driven success.

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

Simon Sez IT

Excel Forecasting Tools for Data Analysts

Master Excel's forecasting tools for data analysis: Forecast Sheet for trend predictions, Goal Seek for desired outcomes, Scenario Manager for financial modeling, and PivotTable reports for strategic decision-making.

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

GAIA

Powering Grid Flexibility at Scale: Building a Global Forecasting Platform

Discover how Electricity Maps built a global forecasting platform using thousands of interconnected ML models to predict electricity grid conditions, enabling grid flexibility and accelerating decarbonization worldwide.

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