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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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Movie Recommendation System: Definition, Strategies, Usecase

Knowledge Hut

Not only could this recommendation system save time browsing through lists of movies, it can also give more personalized results so users don’t feel overwhelmed by too many options. What are Movie Recommendation Systems? Recommender systems have two main categories: content-based & collaborative filtering.

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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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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.

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Hill Climbing Algorithm in AI: Types, Features, and Applications

Knowledge Hut

In the field of artificial intelligence, the heuristic search algorithm known as "hill climbing" is employed to address optimization-related issues. The algorithm begins in a suboptimal state and incrementally improves it until a predetermined condition is satisfied. What is a Hill Climbing Algorithm?

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The Recommendation System at Lyft

Lyft Engineering

This blog post focuses on the scope and the goals of the recommendation system, and explores some of the most recent changes the Rider team has made to better serve Lyft’s riders. Introduction: Scope of the Recommendation System The recommendation system covers user experiences throughout the ride journey.

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Information Security Manager Salary in 2024 [Freshers & Experienced]

Knowledge Hut

As an information security manager, I encountered a data bre­ach at Flagstar Bank in June 2022. To resolve this issue, I first analyzed log files, network traffic, and system behavior to identify the source of the breach. But is there a demand for information security managers? Who is the Information Security Manager?