Remove Algorithm Remove Books Remove Data Mining
article thumbnail

Top 30+ Computer Science Project Topics of 2023 [Source Code]

Knowledge Hut

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. designing an algorithm to improve the efficiency of hospital processes. Investigating the security risks associated with hospital data. Creating a database to store patient information.

article thumbnail

Best Data Science Books for Beginners and Experienced [2024]

Knowledge Hut

Budding aspirants and students are constantly looking for reliable data science s, research material, and the top data science books to kickstart their careers in this field. These specialized books will help you gain a comprehensive understanding of the basics and fundamentals of data science to get started.

article thumbnail

15 Data Mining Projects Ideas with Source Code for Beginners

ProjectPro

In this blog, you will find a list of interesting data mining projects that beginners and professionals can use. Please don’t think twice about scrolling down if you are looking for data mining projects ideas with source code.

article thumbnail

K-Nearest Neighbor (KNN) Algorithm for Machine Learning

Knowledge Hut

If you are thinking of a simple, easy-to-implement supervised machine learning algorithm that can be used to solve both classifications as well as regression problems, K-Nearest Neighbors (K-NN) is a perfect choice. K-Nearest Neighbors is one of the most basic supervised machine learning algorithms, yet very essential.

article thumbnail

Recommender Systems: Behind the Scenes of Machine-Learning-Based Personalization

AltexSoft

By utilizing ML algorithms and data, it is possible to create smart models that can precisely predict customer intent and as such provide quality one-to-one recommendations. At the same time, the continuous growth of available data has led to information overload — when there are too many choices, complicating decision-making.

article thumbnail

What are the Prerequisites to Learn Machine Learning?

ProjectPro

Those functions have been optimised already, so you don’t need to go in depth of the algorithms. However, if you are curious about how they are optimised, we recommend you go through the book mentioned below. Book Recommendation : Mathematics for Machine Learning by Marc Peter Deisenroth, A.

article thumbnail

Data Science Course Syllabus and Subjects in 2024

Knowledge Hut

Entering the world of data science is a strategic move in the 21st century, known for its lucrative opportunities. With businesses relying heavily on data, the demand for skilled data scientists has skyrocketed. Recognizing the growing need for data scientists, institutions worldwide are intensifying efforts to meet this demand.