Machine learning for absolute beginners - Theobald, Oliver (India Simon & Schuster, 2021)
Introduction (Page-), What Is Machine Learning? (Page-), Ml Categories (Page-), The Ml Toolbox (Page-), Data Scrubbing (Page-), Setting Up Your Data (Page-), Regression Analysis (Page-), Clustering (Page-), Bias & Variance(Page-), Artificial Neural Networks (Page-), Decision Trees (Page-), Ensemble Modeling (Page-), Building A Model In Python (Page-), Model Optimization(Page-), Further Resources (Page-), Downloading Datasets(Page-), Final Word(Page-).
Keywords: Machine Learning