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Machine learning is fast becoming an important technique used by multiple industries, and in applications and research. But you don’t have to be part of a massive organization with an endless pot of money to get involved. Even beginners using the Python programming language can be a part of machine learning, and that is what this book is for. Today, the only limit to machine learning is your imagination. In this book, I provide you with an overview of machine learning and some practical work to get your hands dirty.

Have you always wondered what you can do to improve the team you work with? Do you wonder if there is a way to ensure the product is updated periodically to ensure the final product has all the features the stakeholder wants? If you answered yes, then this is the book for you. Most project managers and organizations throw the word Agile around a lot when working on software development. Little do they know that this project management methodology can be used to develop almost any product and used by any team with a deliverable. So, what are you waiting for? Grab a copy of this book.

Are you interested in machine learning? Do you want to know how it all works and what it involves? Then you've chosen the right guide. Machine learning is a subset of computer science and artificial intelligence. There's no getting away from the fact that it is here to stay, and it is already changing how many businesses work and target their customers. It's a complex subject, but this guide will give you a concise overview of the steps required in every machine learning project.

If you are a budding analyst or want to freshen up on your concepts, this book is for you. It has all the basic information you need to help you become a data analyst or scientist.