Optimization & Operations Research Courses and Certifications

CS50's Introduction to Artificial Intelligence with Python

1 rating

Explore AI concepts like graph search, machine learning, neural networks, and language models through hands-on Python projects, building intelligent systems with Harvard's CS50.

• Independent
• 7 weeks
• Self-Paced
• Free Certificate

Step by Step DV360 Tutorial & Course

1645 ratings at Udemy

Learn the top Programmatic Advertising platform DV360 from scratch to advanced level in this course

• Udemy
• 5 hours 46 minutes
• Self-Paced
• Paid Course

Derivatives: a guide to calculation

Dive into the techniques and rules for calculating derivatives of any function, with examples, visuals, and digital tools like Geogebra, Wolfram Alpha, and ChatGPT to enhance understanding and application.

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

Evolutionary Computation and its Applications

32 ratings at Coursera

Master AI-based optimization techniques through genetic algorithms and particle swarm optimization, applying evolutionary computation principles to solve real engineering problems using MATLAB.

• Coursera
• 8 hours 24 minutes
• Self-Paced
• Paid Course

Deep Learning Foundation : Linear Regression and Statistics

1406 ratings at Udemy

Learn linear regression from scratch, Statistics, R-Squared, Python, Gradient descent, Deep Learning, Machine Learning

• Udemy
• 6 hours 45 minutes
• Self-Paced
• Paid Course

Coursera

Algorithmic Solutions: Design, Problem Solving, Reporting

28 ratings at Coursera

Develop optimized algorithms and enhance problem-solving skills through practical examples. Learn to approach complex challenges, implement efficient solutions, and effectively communicate results.

• Coursera
• 1 hour 51 minutes
• Self-Paced
• Paid Course

Optimization with Metaheuristics in Python

1007 ratings at Udemy

Learn Simulated Annealing, Genetic Algorithm, Tabu Search, and Evolutionary Strategies, and Learn to Handle Constraints

• Udemy
• 9 hours 52 minutes
• Self-Paced
• Paid Course

Prescriptive Analytics

Dive into optimization modeling with Python, transforming complex business decisions into actionable strategies. Learn to build linear and mixed-integer models, apply linearization techniques, and leverage prescriptive analytics for efficient, data-drive…

• Coursera
• 1 day 6 hours 14 minutes
• Self-Paced
• Paid Course

Statistics and Calculus Methods for Data Analysis

Master essential mathematical foundations for data science through statistics, calculus, and Python applications in expected values, derivatives, and integrals.

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

Career Certificate

Planejamento Estratégico de Marketing Digital

Desenvolva habilidades para planejar, implementar, medir e otimizar estratégias de marketing digital, visando conquistar clientes e aumentar a participação de mercado.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Foundations of Statistical Learning & Algorithms

Master fundamental mathematical concepts for machine learning through linear algebra, probability theory, and optimization techniques, focusing on practical applications and model evaluation methods.

• Coursera
• 21 hours 22 minutes
• Self-Paced
• Paid Course

Packt

Deep Learning - Artificial Neural Networks with TensorFlow

Explore deep learning and artificial neural networks using TensorFlow. Learn foundational concepts, implement ANN models, and optimize deep learning models through hands-on examples and practical applications.

• Coursera
• 7 hours 21 minutes
• Self-Paced
• Paid Course

Packt

Intermediate Rust Programming and Advanced Concepts

Master advanced Rust concepts: modules, smart pointers, macros, and real-world applications. Build efficient data structures, optimize memory management, and solve complex programming challenges.

• Coursera
• 11 hours 1 minute
• Self-Paced
• Paid Course

University of Huddersfield

Differential Calculus Fundamentals

Master differential calculus fundamentals including derivatives, optimization, and advanced differentiation techniques for real-world problem-solving across technical fields.

• Coursera
• 10 hours 52 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

AI-Powered Decision Intelligence: Data to Strategic Insights

Master AI-powered decision intelligence by transforming complex data into strategic insights using Python, ML models, causal inference, and generative AI—preparing you for high-demand data and AI analyst roles.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses