Introduction to Machine Learning with Python
Andreas Müller earned his doctorate in machine learning at the University of Bonn. He recently joined the Center for Data Science at New York University after working as a machine learning researcher on computer vision applications at Amazon for a year.
Sarah is a data scientist with experience working with start-ups. She is passionate about Python, machine learning, massive amounts of data, and the computer sector. She is a skilled conference speaker who currently resides in New York City and attended graduate school at the University of Michigan.
Machine learning has become an essential component of many commercial applications and research efforts, but it is not limited to huge corporations with vast research teams. Among the best books on data science, Introduction to Machine Learning with Python will show you practical techniques to develop your own machine learning solutions if you use Python, even if you are a newbie. Machine learning applications are only limited by your creativity with all of the data available today.
You'll learn how to use Python and the scikit-learn library to build a successful machine-learning application. Andreas Müller and Sarah Guido, the authors, concentrate on the practical implications of employing machine learning algorithms rather than the mathematics underlying them. Knowledge of the NumPy and matplotlib libraries will help you get the most out of Introduction to Machine Learning with Python.
This book will teach you:
- Machine learning fundamentals and applications
- The benefits and drawbacks of widely used machine learning algorithms
- How to portray machine learning-processed data, including which data features to emphasize
- Advanced model evaluation and parameter tuning techniques
- The pipeline idea for chaining models and encapsulating your process
- Text data processing methods, including text-specific processing approaches
- Suggestions for enhancing your machine learning and data science abilities.
Author: Andreas Mueller and Sarah Guido
Link to buy: https://www.amazon.com/Introduction-Machine-Learning-Python-Scientists/dp/1449369413
Ratings: 4.6 out of 5 stars (from 538 reviews)
Best Sellers Rank: #43,269 in Books
#8 in Computer Algorithms
#8 in Natural Language Processing (Books)
#14 in Programming Algorithms
