freeCodeCamp·4yHarvard CS50 – Free Computer Science University Course
Harvard CS50 is one of the most popular beginner computer science courses in the world. The course teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web programming.
Community Picks·4yHow to be Better at Algorithms? | Examples for Beginners
The design of an algorithm depends on the complexity of the problem it needs to solve. Pointer Traversal or Pathfinding: when searching a graph or network, it’s important to use a proven search algorithm. Hash Table: Hash table algorithms are used for a variety of purposes, such as collision detection and pathfinding.
KDnuggets·4y15 Free Machine Learning and Deep Learning Books
If you’re looking to have a career in machine learning or a data scientist, below is a list of FREE e-books to help you achieve this. The list includes an Introduction to Machine Learning Interpretability by Patrick Hall and Navdeep Gill. If you have an interest in Natural Language Processing and you are proficient in Python - this book is for you.
KDnuggets·4yGraphs: The natural way to understand data
Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. Graphs reveal the relationships in your data. Tracking these connections reveals new insights and influences and lets you analyze each data point as part of a larger whole.