Descriptions
Grokking Graph Analytics and Algorithms. A graph is a collection of nodes and edges. Nodes represent entities such as people, computers in a network, or molecules in a chemical reaction. The edges represent relationships between them, such as friendships (or frenemies), direct connections, or reaction components. Graph databases are online systems that allow people to manage graph data. Unlike older databases, relationships between entities are prioritized. This means you don’t have to fiddle with complex keys and connections to analyze large parts of the system. The prevalence of graphs is growing. Every time you visit Facebook, you get information about first, second and even third degree connections to you and your friends. The biggest tech companies use graphical data and analytics to understand how users feel about each other and the content on their sites. This course will provide an intuitive approach to understanding, analyzing and manipulating graphical data. I selected only the most important algorithms and built solutions from scratch using real-life examples.
What will you learn
- Grock graph data structures
- Converting Real Systems to Graph Data Structures
- Develop an intuitive understanding of fundamental algorithms for analyzing and understanding graphs.
- Create a set of algorithms for use in data analysis problems.
Who is this course for?
- Software engineers who develop complex systems.
- Data processors are interested in the relationships between entities in their systems.
- Machine learning engineers strive to improve their predictions.
- Computer science enthusiasts looking to build/strengthen their graph data structure fundamentals.
Specification of Graph Analytics and Grokking Algorithms
- Publisher: Udemy
- Teacher: Mohammad Athar
- English language
- Level: Intermediate
- Number of courses: 28
- Duration: 3 hours 12 minutes.
Contents of graphical analytics and Grokking algorithms
Requirements
- All basics are developed intuitively, no prior experience is required.
- Algebra at the high school level
- Some sections (actually one) benefit from knowledge of linear algebra.
- Some familiarity with Python will help you understand the code I write.
Images
Sample clip
Installation instructions
Extract the files and watch on your favorite player
Subtitles: English
Quality: 720p
Download links
Password file(s): free download software
file size
812 MB