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Machine learning has become a tool that provides a competitive advantage to companies. As the era progresses, the company has slowly become data-driven and relies on machine learning to help them. That's why machine learning skills are in high demand.
Learning machine learning can be challenging if you don't have the right learning material. Free stuff aside, many high-quality resources are locked up in expensive books. However, there are cheap books that I think could help you master machine learning.
What are these books? Let's get into it.
Let's start with something for beginners. For any beginner, the foundation of machine learning is important because you can handle any project if you know the basics. That's why this cheap book would be perfect.
The Machine Learning Book by Oliver Theobald will help you understand the basics of machine learning with Python step-by-step instructions, including:
- Free Dataset Download
- Machine Learning Libraries and Tools
- Data preprocessing techniques.
- Data validation
- Regression analysis
- Group
- The fundamentals of neural networks
- Bias/variance
At a cost of $16, you can have the book to improve your machine learning knowledge.
Considered one of Mark Cuban's best reads for a better understanding of ai, the books provide insights into machine learning without assuming you have years of machine learning experience.
He tech/dp/1119724015″ rel=”noopener” target=”_blank”>Machine Learning for Beginners John Paul Mueller and Luca Massaron's book will show you how to understand and develop machine learning, with content including:
- Introduction to machine learning and algorithms.
- Mathematics for machine learning
- Practical uses of machine learning
- Better practices
- Ethical approaches to data use.
This book is definitely worth paying $20 for.
Let's find the book that will help you master machine learning with confidence. Mastering Machine Learning with Python is a mega ebook with step-by-step, end-to-end machine learning projects that aim to make you a pro. It is a comprehensive book that is perfect for whatever your machine learning knowledge is.
The book written by Jason Brownlee has everything you need to know to apply machine learning with Python, including:
- Machine Learning Basics
- Machine learning with Python
- How to use Python machine learning packages
- How do we preprocess our data?
- How to develop our machine learning model
- How to improve our model
- Machine learning projects
- And many more
For the price of $47, this book will give you a 16-step, 178-page, 3-project lesson from start to finish. As a bonus, you'll also get 74 fully functional Python scripts.
Let's move from the technical basis to a more machine learning-based conceptual discussion. We can build a machine learning model quickly, but the concept of where it is used and where the model would lead is also essential. This is where the book would take us.
The book may be a bit old, as it was published in 2015. However, The book of Pedro Domingos It would take us to thought-provoking learning and a broad exploration of machine learning concepts as far as it would take us.
It costs only 10 dollars to understand where our society would stand in the face of machine learning and why the algorithm should learn.
In a more advanced version, this book will discuss the application of ai and machine learning in the business industry. The book attempts to educate the reader about technological advances without much technical jargon, as this book is aimed at the general public. That's why this book is perfect for you who works as a non-technical manager or leader and wants to understand the implications of machine learning.
Steven Finlay's book. creates a bridge to the knowledge of machine learning that is important for society to know. The book focuses more on practical application and how to work with data scientists to maximize the values of machine learning.
With the cost of $20, you can get the book that will teach you about machine learning applications.
Machine learning is an important skill for modern society. It doesn't matter what your occupation is; our work would intersect with machine learning in one way or another. That's why these five inexpensive books will help you master machine learning. The books include:
- Machine Learning for Absolute Beginners: Python for Data Science
- Mastering Machine Learning with Python
- Machine Learning for Beginners
- The Master Algorithm: How the Search for the Ultimate Learning Machine Will Remake Our World
- artificial intelligence and Machine Learning for Business: A No-Nonsense Guide to Data-Driven Technologies
Cornellius Yudha Wijaya He is an assistant data science manager and data writer. While working full-time at Allianz Indonesia, she loves sharing Python tips and data through social media and print media.
