Optimization & Operations Research Courses and Certifications

Edureka

Neural Networks and Computer Vision Foundations

Master neural networks and computer vision by building models from scratch, applying CNNs, optimization, and regularization to solve real-world image classification and detection tasks.

• Coursera
• 11 hours 29 minutes
• Self-Paced
• Paid Course

Coursera

Job Shop Scheduling Using MILP Optimization on RStudio

Learn to optimize job shop scheduling using Mixed Integer Linear Programming in RStudio. Gain hands-on experience with formulating, solving, and analyzing complex scheduling problems using the lpSolveAPI library.

• Coursera
• 2 hours 2 minutes
• Self-Paced
• Paid Course

Coursera

Apply AI Techniques & Prescriptives

Unlock AI-powered decision intelligence by mastering ensemble techniques, evaluating model trade-offs, and implementing optimization frameworks for strategic business impact.

• Coursera
• 2 hours 59 minutes
• Self-Paced
• Paid Course

Packt

Unreal Engine 5 - Environment Design

Dive into environment design with Unreal Engine 5. Learn to brainstorm ideas, set up scenes, block out structures, and refine details for immersive 3D worlds suitable for games, films, or virtual experiences.

• Coursera
• 2 hours 36 minutes
• Self-Paced
• Paid Course

Edureka

Building and Optimizing Decision Systems

Master AI-powered decision systems design, modeling, and governance to transform analytics into real business impact through intelligent workflows and responsible AI practices.

• Coursera
• 11 hours 14 minutes
• Self-Paced
• Paid Course

Ansible From Basics to Guru: Unit 3

Master advanced Ansible management, filters, plugins, and Tower usage while preparing for Red Hat Exam 447 through hands-on optimization and automation strategies.

• Coursera
• 5 hours 54 minutes
• Self-Paced
• Paid Course

Coursera

Optimize Supply & Pricing

Master supply chain and dynamic pricing optimization using Gurobi and Excel simulations, applying mixed-integer programming, elasticity models, and sensitivity analysis to drive measurable business ROI.

• Coursera
• 5 hours 9 minutes
• Self-Paced
• Paid Course

Coursera

Optimize with GA & RL

Master genetic algorithms and Q-learning for supply chain optimization, comparing AI methods with traditional approaches using real-world datasets and Python implementation.

• Coursera
• 3 hours 2 minutes
• Self-Paced
• Paid Course

Business Calculus: Help & Review

Master essential business calculus topics through concise video lessons and practice quizzes, covering functions, limits, derivatives, optimization, logarithms, integrals, and growth models.

• Study.com
• 8 hours 56 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze and Build Deep Learning Models with TensorFlow

Master deep learning fundamentals and build practical TensorFlow models with hands-on implementation of neural networks, optimization techniques, and real-world applications.

• Coursera
• 4 hours 35 minutes
• Self-Paced
• Paid Course

Clean Up Unused and Orphaned Persistent Disks

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will schedule a Cloud Function to identify and clean up unused and orphaned persistent disks.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Packt

Modern Deep Learning Foundations

Unlock the foundations of deep learning, covering neural networks, CNNs, RNNs, Transformers, and deployment with TensorFlow and PyTorch to build and optimize real-world AI models.

• Coursera
• 4 hours
• Self-Paced
• Paid Course

Matrix Calculus for Machine Learning and Beyond

Explore advanced matrix calculus techniques for machine learning, optimization, and large-scale computing. Learn holistic matrix approaches, generalized derivatives, and reimagined differentiation formulas.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Nuclear Systems Design Project

Integrates nuclear physics, safety, and economics in a group project to design innovative power plants combining emission-free electricity, carbon sequestration, and fossil fuel displacement.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Calculus 1A: Differentiation

Master the derivative concept, computation methods, and real-world applications in this comprehensive calculus course covering limits, geometric interpretations, and function optimization.

• MITx Online
• 14 weeks, 8-10 hours/week
• Self-Paced
• Free Online Course