Step-by-Step Machine Learning with Python

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Step-by-Step Machine Learning with Python, Put your Python skills to the test and enter the big world of data science to learn the most effective machine learning

Created by Packt Publishing

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What you'll learn

• Exploit the power of Python to handle data extraction, manipulation, and exploration techniques
• Use Python to visualize data spread across multiple dimensions and extract useful features
• Delve into the world of analytics to predict situations correctly
• Implement machine learning classification and regression algorithms from scratch in Python
• Be amazed to see algorithms in action
• Evaluate the performance of a machine learning model and optimize it
• Solve interesting, real-world problems using machine learning and Python as the journey unfolds

Requirements

• This course is an enticing journey that starts from the very basics and gradually picks up pace as the story unfolds. Each concept is first succinctly defined in the larger context of things, followed by a detailed explanation of their application. Every concept is explained with the help of a project that solves a real-world problem and involves hands-on work, giving you a deep insight into the world of machine learning. With this simple yet rich language—Python—you will understand and be able to implement the examples with ease.