Packt Publishing is giving away Machine Learning Algorithms for free. In this book you will learn all the important Machine Learning algorithms that are commonly used in the field of data science. These algorithms can be used for supervised as well as unsupervised learning, reinforcement learning, and semi-supervised learning. (Limited-time offer)
Topics included: A Gentle Introduction to Machine Learning • Important Elements in Machine Learning • Feature Selection and Feature Engineering • Linear Regression • Logistic Regression • Naive Bayes • Support Vector Machines • Decision Trees and Ensemble Learning • Clustering Fundamentals • Hierarchical Clustering • Introduction to Recommendation Systems • Introduction to Natural Language Processing • Topic Modeling and Sentiment Analysis in NLP • A Brief Introduction to Deep Learning and TensorFlow • Creating a Machine Learning Architecture.
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Publisher: Packt Publishing
Published: July 2017
Format(s): PDF, ePub, Mobi, Online
File size: 32.84 MB
Number of pages: 352
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