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"Readbooks$ Data Science Projects with Python: A case study approach to gaining valuable insights from real data with machine learning, 2nd Edition UnlimitBooks$

Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate data-driven insights with confidence and clarityBook DescriptionIf data is the new oil, then machine learning is the drill. As companies gain access to ever-increasing quantities of raw data, the ability to deliver state-of-the-art predictive models that support business decision-making becomes more and more valuable.In this book, you&#8217ll work on an end-to-end project based around a realistic data set and split up into bite-sized practical exercises. This creates a case-study approach that simulates the working conditions you&#8217ll experience in real-world data science projects.You&#8217ll learn how to use key Python packages, including pandas, Matplotlib, and scikit-learn, and master
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