Data Structures Playlist
Comprehensive playlist covering essential data structures, from arrays to advanced trees, with implementation details and algorithmic applications.
Gradient Boost
Explore the fundamentals and advanced concepts of Gradient Boost for regression and classification in machine learning.
Priority Queues with an Interlude on Heaps
Learn about priority queues, including min/max heaps, insertion, removal, and implementation, to enhance your data structure knowledge and coding skills.
The DIMACS Workshop on Algorithms for Software-Defined Networking
Explore cutting-edge algorithms for software-defined networking with experts. Topics include control plane analysis, network monitoring, traffic engineering, and packet scheduling in high-speed networks.
Computer Algorithms - 2
The course discusses efficient algorithms from a large number of domains. This course assumes the knowledge of data structures, the knowledge big-O notation and the concept of time and space complexity of an algorithm.
Fundamental Algorithms - Design and Analysis
This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.
Constrained and Unconstrained Optimization
Comprehensive exploration of optimization techniques, covering linear and nonlinear programming, integer programming, transportation problems, and multi-objective decision making.
Concept Maps Using C++23 Library Tech - Indirection to APIs for a Concept - Lecture
Explore concept maps in C++23, using inline variable templates to achieve benefits similar to C++0x Concepts. Learn advanced techniques for implementing flexible data structures with monoid-based tags.
Trees in Python
Learn to implement and traverse Binary Trees and Binary Search Trees in Python, covering creation algorithms, traversal methods, and their advantages and disadvantages.
Search Algorithms in Java
Learn Java search algorithms: linear and binary search implementation, time and space complexity analysis, and algorithmic concepts for optimized data retrieval.
Selection Sort in Java
Learn to implement and analyze Selection Sort in Java, covering its logic, implementation, time complexity, and practical applications.
Data Structures and Algorithms in Python for Beginners
Comprehensive exploration of data structures and algorithms using Python, covering fundamental concepts, implementation, and analysis for beginners to enhance problem-solving skills.
Prim's Algorithm in Java
Learn Prim's Algorithm for finding minimal spanning trees using Java, covering greedy programming concepts and practical implementation with detailed explanations and code examples.
Java Data Structures
Master essential data structures in Java: arrays, stacks, queues, linked lists, trees, graphs, and hash tables. Gain practical implementation skills and understand their applications and trade-offs.
BFS and DFS in Java
Explore BFS and DFS algorithms for graph traversal in Java, covering their concepts, implementation, and practical applications in computer science and programming.
Graphs in Java
Learn graph data structures in Java, including types, representations, and traversal algorithms like BFS and DFS. Gain practical implementation skills for efficient graph manipulation.
Data Structure and Algorithms in Java
Comprehensive exploration of data structures and algorithms in Java, covering fundamental concepts, implementation, and analysis of various techniques for efficient programming and problem-solving.
Stochastic Gradient Descent
Explore stochastic gradient descent, its advantages, and implementation. Learn about mini-batches, momentum, and convergence in this optimization algorithm for machine learning models.
Quick Sort Program in C
Learn the QuickSort algorithm in C, including its implementation, time and space complexity, and practical examples. Gain a deep understanding of this efficient sorting technique.
Insertion Sort Algorithms Using C
Learn to implement and analyze the Insertion Sort algorithm in C, covering its algorithm, demonstration, time and space complexity, with practical examples and step-by-step explanations.
Merge Sort Algorithm Using Java - Sorting Algorithm in Data Structures
Great Learning brings you this video “Merge Sort Algorithm”, aimed at helping you understand this specific type of algorithm. This video will help you understand the implementation of Merge sort algorithms and its analysis.