Machine Learning for Absolute Beginners: A Plain English Introduction (Third Edition)

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Machine Learning for Absolute Beginners: A Plain English Introduction (Third Edition)

English | ASIN: B08RWBSKQB | 2020 | 191 pages | EPUB, AZW, MOBI | 47 MB

Machine Learning for Absolute Beginners: A Plain English Introduction (Third Edition)

English | ASIN: B08RWBSKQB | 2020 | 191 pages | EPUB, AZW, MOBI | 47 MB

This new edition also features extended chapters with quizzes, free supplementary online video tutorials for coding models in Python, and downloadable resources not included in the Second Edition. In this step-by-step guide you will learn: - How to download free datasets - What tools and machine learning libraries you need - Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data - Preparing data for analysis, including k-fold Validation - Regression analysis to create trend lines - k-Means Clustering to find new relationships - The basics of Neural Networks - Bias/Variance to improve your machine learning model - Decision Trees to decode classification, and - How to build your first Machine Learning Model to predict house values using Python

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