Graph Theory Courses and Certifications

Career Certificate

Differential Calculus through Data and Modeling

Explore calculus through real-world data analysis and modeling. Learn to interpret and communicate results using scientific computing, covering topics from functions to differential equations and optimization.

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

Career Certificate

Business Analytics with Excel

Master Excel-based optimization and simulation models to solve complex business challenges, from resource allocation to network optimization, driving data-driven decisions.

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

Career Certificate

Integral Calculus through Data and Modeling

Develop integral calculus skills through data analysis, scientific computing, and mathematical modeling. Apply techniques to real-world problems in natural and social sciences.

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

Foundational Mathematics for AI

Gain insights into essential mathematical concepts powering AI - from functions and matrices to calculus and probability - with practical applications in machine learning and data analysis.

• Coursera
• 2 days 1 hour 8 minutes
• Self-Paced
• Paid Course

Advanced Business Analytics: Excel Optimization & Simulation

Master advanced Excel modeling techniques for business optimization, from linear programming and sensitivity analysis to simulation methods for data-driven decision-making and strategic problem-solving.

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

Calculus through Data & Modeling: Applying Differentiation

Apply differentiation to optimize functions, estimate complex equations, and solve real-world problems in data analysis, machine learning, and business through linear approximations and multivariable calculus techniques.

• Coursera
• 7 hours 6 minutes
• Self-Paced
• Paid Course

Introduction to Neural Networks

Master foundational concepts of neural networks, from basic mathematics to advanced architectures like CNNs. Build practical skills in deep learning, optimization techniques, and model training through hands-on experience.

• Coursera
• 18 hours 20 minutes
• Self-Paced
• Paid Course

Social Network Analysis

Explore social network dynamics through graph theory, centrality measures, and statistical modeling. Gain skills to analyze relationships, identify influencers, and conduct hypothesis testing using R programming tools.

• Coursera
• 12 hours 32 minutes
• Self-Paced
• Paid Course

Career Certificate

Foundations of Neural Networks

Master advanced neural network concepts, from foundational theory to practical implementation in Python, while exploring ethical considerations in AI system development.

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

Business Analytics with Excel: Intermediate to Advanced

Master advanced Excel optimization techniques including linear, integer, network, and nonlinear programming with VBA macros for sophisticated business decision-making and multi-objective analysis.

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

Advanced Techniques in Data Visualization

Master advanced data visualization techniques to transform complex data into compelling visual stories using color theory, interactivity, network graphs, geospatial mapping, and text visualization methods.

• Coursera
• 1 day 4 hours 27 minutes
• Self-Paced
• Paid Course

Mastering Neural Networks and Model Regularization

Dive deep into neural networks, from perceptrons to CNNs. Build models from scratch, master regularization techniques, and apply PyTorch for image and audio processing tasks.

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

Network Visualization and Intervention

Explore data manipulation, visualization, and network dynamics. Master Relational Algebra, create impactful visualizations, and learn to influence social networks through strategic interventions.

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

Advanced Algorithms and Complexity

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Explore advanced algorithms for network flows, linear programming, NP-complete problems, and streaming. Learn to solve complex computational challenges and optimize real-world systems efficiently.

• Coursera
• 1 day 3 hours 15 minutes
• Self-Paced
• Paid Course

Optimization Methods in Asset Management

Explore optimization methods in asset management, covering Mean-Variance Analysis, CAPM, risk measurements, ETFs, and transaction costs modeling for practical portfolio construction and risk management.

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