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"Data Mining: Methods, Applications and Systems" ed. by Derya Birant
This book presents recent theoretical and practical advances in the field of data mining.
Free
Advanced Data Structures (course)
the advanced programming topics in the C++ programming language, including file processing, linked lists, stacks, queues, trees, binary search trees.
Free
Advanced Global Illumination, Second Edition
This book provides the reader with a fundamental understanding of global illumination algorithms.
Free
Algorithm Design and Analysis (course)
Learn about the core principles of computer science: algorithmic thinking and computational problem solving.
Free
Algorithmic Design and Techniques (course)
Learn how to design algorithms, solve computational problems and implement solutions efficiently.
Free
Algorithms (course)
Learn how to structure and use algorithms to solve real life problems.
Free
Algorithms and Data Structures Capstone (course)
Synthesize your knowledge of algorithms and biology to build your own software for solving a biological challenge.
Free
Algorithms: Design and Analysis, Part 1 (course)
This specialization is an introduction to algorithms for learners with at least a little programming experience.
Free
Algorithms: Design and Analysis, Part 2 (course)
Welcome to the self paced course, Algorithms: Design and Analysis, Part 2!.
Free
Applied Deep Learning Capstone Project (course)
In this capstone project, you'll use either Keras or PyTorch to develop, train, and test a Deep Learning model.
Free
Applied Evolutionary Algorithms in Java
Genetic algorithms provide a powerful range of methods for solving complex engineering search and optimization algorithms.
Free
Applied Quantum Computing III: Algorithm and Software (course)
Learn domain-specific quantum algorithms and how to run them on present-day quantum hardware.
Free
Architecture, Algorithms, and Protocols of a Quantum Computer and Quantum Internet (course)
Learn the basics of quantum algorithms, quantum error-correction, micro-architectures, compilers, and programming languages for quantum processors.
Free
Bayesian Algorithms for Self-Driving Cars (course)
an advanced course, designed to equip the student with the most important localization algorithms now deployed in modern autonomous vehicles.
Free
Combinatorial Algorithms Generation, Enumeration, and Search (Discrete Mathematics and Its Applications)
This textbook thoroughly outlines combinatorial algorithms for generation, enumeration, and search.
Free
Computational Geometry (course)
In this introductory computer science course, explore geometry, develop geometric thinking, and learn geometric algorithms.
Free
Computer Algebra Concepts and Techniques
It presents the principal algorithms and data structures, while also discussing the inherent and practical limitations of these systems.
Free
Data Structures & Algorithms II: Binary Trees, Heaps, SkipLists and HashMaps (course)
Explore probabilistic data structures like SkipLists. Course tools help visualize the structures and performance.
Free
Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms (course)
Learn more complex tree data structures, AVL and (2-4) trees. Investigate the balancing techniques found in both tree types.
Free
Data Structures & Algorithms IV: Pattern Matching, Dijkstra’s, MST, and Dynamic Programming Algorithms (course)
Explore Dynamic Programming algorithms. Use the course visualization tool to understand the algorithms and their performance.
Free