Graph Theory Courses and Certifications

Coursera

Optimize AI Inference Speed & Accuracy

Master neural network optimization techniques to achieve 3-5x faster inference while maintaining accuracy across mobile, edge, and cloud deployments using profiling, pruning, and quantization.

• Coursera
• 4 hours 26 minutes
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Introduction to Social Media Analytics

Explore social media analytics through graph theory, network analysis, and machine learning. Master centrality measures, community detection, diffusion models, and ethical AI for real-world applications.

• Coursera
• 10 weeks, 5 hours a week
• Self-Paced
• Paid Course

Quick Start Guide to Large Language Models (LLMs): Unit 2

Master optimization, fine-tuning, and AI alignment techniques to customize LLMs for specific needs while balancing performance and cost through advanced prompt engineering.

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

Career Certificate

No-Code Machine Learning and Data Science for Everyone

Discover how to build machine learning models and analyze data using no-code tools, preparing you for data-driven roles across finance, retail, and healthcare industries.

• Coursera
• 8 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Packt

Intermediate Python and OOP

Master intermediate Python skills including exception handling, recursion, OOP principles, algorithms, and unit testing with pytest through hands-on exercises and real-world projects.

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

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Introduction to Social Media Analytics

Explore social media analytics through graph theory, network analysis, and machine learning. Master centrality measures, community detection, and diffusion models using NetworkX for real-world applications.

• Coursera
• 1 day 11 hours 38 minutes
• Self-Paced
• Paid Course

Optimizing Foundation Models

Explore RAG and fine-tuning techniques to enhance foundation model performance using AWS services, vector databases, and agents for multi-step tasks.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Packt

Matrix Calculus for Data Science & Machine Learning

Master the fundamentals of matrix calculus for data science applications, including vector derivatives, optimization techniques, and practical implementations in Python for machine learning algorithms.

• Coursera
• 8 hours 55 minutes
• Self-Paced
• Paid Course

Coursera

Optimizing Models for Production

Master quantization, inference optimization, and hardware tuning to deploy efficient, scalable generative AI models in production environments.

• Coursera
• 8 hours 40 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

Coursera

Optimize Deep Learning: Tune PyTorch Models

Master PyTorch Lightning to implement custom callbacks, debug training issues, and optimize deep learning models for stable, production-ready performance.

• Coursera
• 3 hours 40 minutes
• Self-Paced
• Paid Course

Coursera

Optimize Agentic AI: Algorithms for Peak Performance

Master sophisticated planning algorithms and computational efficiency analysis to build fast, scalable agentic AI systems that perform optimally in real-world applications.

• Coursera
• 2 hours 49 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Systematic ML Optimization

Master systematic ML optimization techniques to transform experimental models into robust, production-ready systems that deliver sustained business value through reproducible workflows.

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

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