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Book Excerpt: Data, Technology, and Algorithms

insideBIGDATA

The following book excerpt is by Cristina Alaimo and Jannis Kallinikos, leading scholars working at the intersection of information systems and organizational studies and co-authors of DATA RULES: Reinventing the Market Economy (MIT Press; June 4, 2024).

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Book Review: Math for Deep Learning

insideBIGDATA

If you're interested in getting quickly up to speed with how deep learning algorithms work at a basic level, then this is the book for you. One of my favorite learning resources for gaining an understanding for the mathematics behind deep learning is "Math for Deep Learning" by Ronald T. Kneusel from No Starch Press.

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Flat vs Hierarchical clustering: Book Recommendation System

Analytics Vidhya

Overview Clustering is an unsupervised machine learning algorithm that basically groups similar things together. We will build a Collaborative filtering Book recommendation system and compare flat vs hierarchical clustering; which works better? This article was published as a part of the Data Science Blogathon.

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Complete Guide to Expectation-Maximization Algorithm

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In most of the real-life problem statements of Machine learning, The post Complete Guide to Expectation-Maximization Algorithm appeared first on Analytics Vidhya.

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Understanding Gradient Descent Algorithm

Analytics Vidhya

ArticleVideo Book Objective Optimization is the core of every machine learning algorithm. Understand how the Gradient descent algorithm works and optimize model performance. Note: The post Understanding Gradient Descent Algorithm appeared first on Analytics Vidhya.

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KDnuggets News, June 22: Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy

KDnuggets

Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy; Top Data Science Podcasts for 2022; Prepare Your Data for Effective Tableau & Power BI Dashboards; Generate Synthetic Time-series Data with Open-source Tools.

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Introduction To Naive Bayes Algorithm

Analytics Vidhya

ArticleVideo Book Objective Naive Bayes is a fast, easy to understand, and highly scalable algorithm. The post Introduction To Naive Bayes Algorithm appeared first on Analytics Vidhya. Understand the working of Naive Bayes, its types, and.

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