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Movie Recommendation System: Definition, Strategies, Usecase

Knowledge Hut

For instance, the analysis of the genre, director, actors, & plot of a movie recommendation system dataset would be leveraged for suggesting movies of the same genre, with similar actors or themes. The primary advantage of content-based filtering is that it can produce reliable recommendations, even with the absence of user data.

Systems 98
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Top 16 Data Science Specializations of 2024 + Tips to Choose

Knowledge Hut

Professionals from a variety of disciplines use data in their day-to-day operations and feel the need to understand cutting-edge technology to get maximum insights from the data, therefore contributing to the growth of the organization. In contrast to unsupervised learning, supervised learning makes use of labeled datasets.

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Fast.ai Study Group by Vassiriki Cisse

Scott Logic

As part of an internal study group aimed at getting a good overview of artificial intelligence (AI) and machine learning (ML), we conducted a deep dive into the world of fast.ai. is a deep learning Python library that is primarily used for adding higher-level functionality in standard deep learning domains.

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AI Engineer Career Opportunities and Job Outlook

Knowledge Hut

Artificial Intelligence Technology Landscape An AI engineer develops AI models by combining Deep Learning neural networks and Machine Learning algorithms to utilize business accuracy and make enterprise-wide decisions. AI engineers are well-versed in programming, software engineering, and data science.

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Data Science Learning Path [Beginners Roadmap]

Knowledge Hut

Learn Data Analysis with Python Now that you know how to code in Python start picking toy datasets to perform analysis using Python. Learn about Dataframes, Pandas, and Numpy to begin with. Learn how to import data, to visualize data using libraries like Matplotlib and Seaborn.

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Audio Analysis With Machine Learning: Building AI-Fueled Sound Detection App

AltexSoft

Audio analysis is a process of transforming, exploring, and interpreting audio signals recorded by digital devices. Aiming at understanding sound data, it applies a range of technologies, including state-of-the-art deep learning algorithms. Yet, its toolset for for audio analysis is not very sophisticated.

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Top 12 Data Science Case Studies: Across Various Industries

Knowledge Hut

I recommend checking out Data Science With Python course syllabus to start your data science journey. In this discussion, I will present some case studies to you that contain detailed and systematic data analysis of people, objects, or entities focusing on multiple factors present in the dataset.