article thumbnail

What are the Commonly Used Machine Learning Algorithms?

Knowledge Hut

Machine Learning is a sub-branch of Artificial Intelligence, used for the analysis of data. It learns from the data that is input and predicts the output from the data rather than being explicitly programmed. There is no end to what can be achieved with the right ML algorithm.

article thumbnail

Decision Tree Algorithm in Machine Learning: Types, Examples

Knowledge Hut

It gives computers the ability to learn and infer from a huge amount of homogeneous data, without having to be programmed explicitly. In a more generalized form, Entropy is given by the following equation: Example: As an example, a sample S is taken, which contains 14 data samples and includes 9 positive and 5 negative samples.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Time Complexity: Significance, Types, Algorithms

Knowledge Hut

” In this article, we are going to discuss time complexity of algorithms and how they are significant to us. Nobody would want to use a system which takes a lot of time to process large input size. It defines the way data is arranged in a computer's memory and the operations that can be performed on that data.

article thumbnail

Bring Your Own Algorithm to Anomaly Detection

Pinterest Engineering

The approach here could be generalized to integrate processing done in one language/paradigm into a platform in another language/paradigm. It aims to be fast, scalable, and end-to-end: starting from fetching the data from various data sources to be analyzed, and ending with pushing result notifications to tools like Slack.

article thumbnail

Enhancing Distributed System Load Shedding with TCP Congestion Control Algorithm

Zalando Engineering

We cannot process all requested communication as fast as possible. The business stakeholders have requested to ensure that we process the communication which supports critical business operations within the given service level objectives ( SLOs). Every Nakadi event type is processed by an instance of the Event Listener.

article thumbnail

Basics of Data Structures and Algorithms in C++

Knowledge Hut

Understanding data structures and algorithms (DSA) in C++ is key for writing efficient and optimised code. Some basic DSA in C++ that every programmer should know include arrays, linked lists, stacks, queues, trees, graphs, sorting algorithms like quicksort and merge sort, and search algorithms like binary search.

article thumbnail

Data Structures and Algorithms Using C: A Complete Guide

Knowledge Hut

The C programming language plays a crucial role in Data Structure and Algorithm (DSA). Since C is a low-level language, it allows for direct memory manipulation, which makes it perfect for implementing complex data structures and algorithms efficiently. What is a Data Structure?