Graph Theory Courses and Certifications

University of London;  Goldsmiths University of London

Algorithms and Complexity

Algorithms and complexity are at the heart of computer science, shaping how we design solutions and measure efficiency. This course provides a rigorous introduction to both the theory and practice of algorithms. You’ll begin with automata theory, explori…

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

Programming with C ++

Master C++ programming fundamentals through advanced concepts, including OOP principles, data structures, sorting algorithms, and memory management. Build practical skills with hands-on projects and expert guidance.

• Coursera
• 8 hours 55 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

Go and C++: Programming in Two Successor Languages of C

Master Go and C++ programming through hands-on practice with concurrency, STL, and AI algorithms. Progress from basic concepts to advanced implementations across four comprehensive segments.

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

Coursera

Visualizing Filters of a CNN using TensorFlow

Explore CNN filter visualization using TensorFlow and VGG16. Learn gradient ascent techniques to maximize filter activations and gain insights into neural network operations.

• Coursera
• 1 hour 20 minutes
• Self-Paced
• Paid Course

Tableau, Networks & Time Series Data Visualization

Master data storytelling through Tableau dashboards, Python network visualizations, and time series analysis to transform complex data into compelling, actionable insights.

• Coursera
• 18 hours 13 minutes
• Self-Paced
• Paid Course

Coursera

Optimize TensorFlow Models For Deployment with TensorRT

Learn to optimize TensorFlow models using NVIDIA's TensorRT for improved inference performance. Explore FP32, FP16, and INT8 precision optimizations and their impact on throughput.

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

Industrial Optimization: Models & Linear Programming

Explore deterministic models for industrial operations, focusing on linear programming formulation and solution techniques using software tools and algorithms.

• Coursera
• 11 hours 27 minutes
• Self-Paced
• Paid Course

Coursera

Hyperparameter Tuning with Keras Tuner

Learn to optimize Keras models using Keras Tuner, exploring algorithms like Random Search and Bayesian Optimization to automate hyperparameter tuning for improved machine learning performance.

• Coursera
• 1 hour 20 minutes
• Self-Paced
• Paid Course

Scrimba Career Certificate

Learn Python

Master Python programming fundamentals through hands-on practice, covering everything from basic syntax to advanced concepts like OOP, lambda functions, and algorithms for efficient, practical coding.

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

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

Generative AI: Foundations and Concepts

Explore the mathematical foundations of generative AI, from neural networks to advanced deep learning models, with practical implementation techniques and applications in engineering.

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

Program Structure and Algorithms Part 1

Discover essential algorithmic principles, complexity analysis, and problem-solving techniques including sorting, graph theory, and optimization strategies for computational challenges.

• Coursera
• 1 day 8 hours 34 minutes
• Self-Paced
• Paid Course

Scrimba

Learn Advanced React

Elevate your React expertise with advanced patterns, internal workings, and complex applications. Master reusability, routing, and performance optimization for efficient web development.

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

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