Professional certification in Artificial Intelligence, Automation & Artificial Intelligence, Machine Learning

Mastering OptaPlanner: Practical Training

Our IT training courses are developed with industry-standards and career-focused technologies.


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Duration & Study Mode:
Full time, Part-time, Evening and Weekends, Virtual online
Location:
London, Flexible online
Duration: 5 Days / 5 Weeks

This practical training course provides a deep dive into OptaPlanner, a powerful open-source constraint solver for optimization problems. Participants will learn how to apply OptaPlanner to real-world scenarios, develop optimization solutions, and integrate these solutions into applications. The course focuses on hands-on exercises, case studies, and best practices for leveraging OptaPlanner to solve complex planning and scheduling challenges effectively.

Prerequisites

  • Basic programming knowledge (preferably in Java, as OptaPlanner is Java-based)
  • Understanding of optimization concepts and problem-solving techniques
  • Familiarity with software development practices and tools

What will you gain after this course

  • Understand OptaPlanner Fundamentals: Gain a solid understanding of the core concepts and architecture of OptaPlanner, including constraint solving, planning, and optimization.
  • Apply OptaPlanner to Real-World Problems: Learn how to model and solve practical optimization problems using OptaPlanner, with a focus on common use cases such as scheduling, routing, and resource allocation.
  • Integrate OptaPlanner into Applications: Discover best practices for integrating OptaPlanner solutions into existing software applications and workflows.
  • Optimize and Scale Solutions: Explore strategies for optimizing performance and scaling OptaPlanner solutions to handle large and complex datasets.
  • Adopt Best Practices: Learn industry best practices for using OptaPlanner effectively and efficiently in various business contexts.

Jobs you can get
with Mastering OptaPlanner: Practical Training

  • Optimization Engineer
  • Data Scientist
  • Operations Research Analyst
  • Software Engineer (Optimization)
  • Supply Chain Analyst

Corporate Group Training

  • Customized Training
  • Onsite / Virtual
  • Instructor-led Delivery
  • For small to large groups

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Who is this certification for?

  • Software developers and engineers
  • Data scientists and analysts
  • IT professionals involved in planning and scheduling solutions
  • Product managers and project managers overseeing optimization projects

Syllabus

Introduction to OptaPlanner

  • Overview of OptaPlanner and its capabilities
  • Key concepts: constraints, planning entities, and score calculation
  • Architecture and core components of OptaPlanner

Modeling Optimization Problems

  • Defining problem domains and constraints
  • Creating planning entities and solution classes
  • Configuring constraint providers and scoring

Hands-On Problem Solving

  • Practical exercises for common optimization problems
  • Scheduling: employee shift planning, task scheduling
  • Routing: vehicle routing problems, delivery scheduling
  • Resource allocation: project planning, job shop scheduling

Integrating OptaPlanner into Applications

  • Techniques for integrating OptaPlanner with existing software
  • Best practices for data management and interfacing with OptaPlanner
  • Case studies of successful integrations

Performance Optimization and Scaling

  • Strategies for optimizing solver performance
  • Handling large datasets and complex constraints
  • Scaling solutions and improving efficiency

Best Practices and Future Trends

  • Industry best practices for using OptaPlanner
  • Emerging trends and advancements in optimization technologies
  • Tips for maintaining and evolving OptaPlanner solutions


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