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Decision Tree Algorithm in Machine Learning: Types, Examples

Knowledge Hut

Unsupervised Learning: If the available dataset has predefined features but lacks labels, then the Machine Learning algorithms perform operations on this data to assign labels to it or to reduce the dimensionality of the data. Mathematical Equation: Here, the Gain (S, A) is the Information Gain of an attribute A relative to a sample S.

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What are the Commonly Used Machine Learning Algorithms?

Knowledge Hut

There is no end to what can be achieved with the right ML algorithm. Machine Learning is comprised of different types of algorithms, each of which performs a unique task. U sers deploy these algorithms based on the problem statement and complexity of the problem they deal with.

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DNA Cryptography and Information Security

Knowledge Hut

In a world where data security is paramount, researchers and technologists explore unconventional avenues to safeguard sensitive information. DNA offers a novel approach to information security with its incredible information storage density and potential longevity. This is where DNA encryption program comes into the picture.

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What is Information Technology? Types, Services, Benefits

Knowledge Hut

Information Technology is a field that manages and processes information for large-scale organizations or companies. Information technology is now synonymous with any form of digital communications and technologies. Even analyzing consumer data or live streaming social media plays a vital role in Information Technology.

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Binary Search Algorithm with Example Code

Knowledge Hut

In this post, the Binary Search Algorithm will be covered. Finding a certain element in the list is the process of searching. Finding a certain element in the list is the process of searching. We'll talk about the Binary Search Algorithm here. A quick search algorithm with run- time complexity of O is a binary search.

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Enhancing Distributed System Load Shedding with TCP Congestion Control Algorithm

Zalando Engineering

Introduction Our team is responsible for sending out communications to all our customers at Zalando - e.g. confirming a placed order, informing about new content from a favourite brand or announcing sales campaigns. We cannot process all requested communication as fast as possible. This algorithm reacts to the reduced service capacity.

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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.