5 MACHINE LEARNING WITH PYTHON BOOKS YOU SHOULD READ IN 2021
Hello programmers, today you were thinking about changing people's life with some amazing inventions and automations. And the only path you can think is to get through machine learning. Machine learning is the only thing which can automate boring stuffs with the power of coding.
So, what is Machine Learning? In simple words, Machine Learning is the way to give instructions to the machines and leave the rest to the machines to complete the task. Sounds great? Yeah, it is great way for automation. But how do we do it? The answer is, by learning and understanding machine learning and first the python programming.
Python is an interpreted language which is meant to be the best programming language for Machine Learning. After understanding the syntax and way to code in Python, you have to start learning data science and machine learning. Data science is the part of machine learning which teaches to gather all the information and play with it. If we don't have data regarding to the subject, we can't automate things or make changes in the technology. That's why Data science is also very important in the field of Machine Learning.
Best Machine Learning With Python Books on Amazon
Hands-On Machine Learning with Scikit-Learn, Keras and Tensorflow
As you know, Deep learning has changed the world of Machine Learning. So, learning machine learning with deep learning is also necessary. This O'Reilly book, you will explore Machine Learning Neural Networks, Scikit Learn technology (you will do example projects in it), various training models (vector machines, decision trees etc.),Tensor Flow Library and many many more.
Machine Learning With Python
Python Machine Learning
This "Python Machine Learning" book is published by Packt which are one of the most sold books' publishers in the world, I think. This python machine learning book covered the topics like machine learning models, frameworks and techniques used in machine learning. Course on Scikit-Learn and Tensorflow is also covered in this book. You will learn to apply machine learning concepts in image processing, neural networks, intelligent web applications and analysis of social media data etc. This will be covered in this Packt published Python Machine Learning Book.
Introduction To Machine Learning With Python: A Guide For Data Scientists
Machine Learning has become our part either it is used in small firms and companies or huge tech giants. Machine learning is everywhere. So the capable engineers who understand machine learning are indeed essential for the companies. So, this book covers all the introductory topics of machine learning with python programming language. This book is also for those aspirants who has just started learning python because it also teach practical ways so that you can make your own machine learning solutions but the only limit here is your imagination. more far you will think, more far you will get benefits out of this "Introduction To Machine Learning With Python" book.
Machine Learning With Python For Everyone by Pearson
As you have already seen it, "Machine Learning With Python For Everyone" is published by the great Pearson Publishers. This book covers all the essential key information on Machine Learning. This machine learning book teaches the concepts of machine learning, scikit-learn, implementing the process with python and models etc. This book is designed so perfectly that even beginners can understand the language easily. Even people with low python code experience and little college level math known people can understand each and every page of this book. These functionalities of this book made a place in our list of best machine learning with python books.
FAQs (Frequently Asked Questions)
Q. Is Python good for machine learning?
Ans.- Python is widely known programming language especially for machine learning. As compared to C, C++ or other programming languages, Python code is much easier to write and it has lot of different libraries which makes it more easier to do.
Q. Which version of Python is best for Machine Learning?
Ans.- You should consider the newer version Python 3.5+ as of now for machine learning because related computing packages are supported in Python 3.5+.
Q.What are Pandas in Python?
Ans.- Pandas is a high level data manipulation tool which is built in Numpy package and its main data structure is DataFrame.
Q. Where is Machine Learning used today?
Ans.- Machine Learning is used in different multiple fields. It is used in medical diagnosis, image processing, prediction, regression etc.
Q.- How do I start learning Machine Learning?
Ans.-
- Learn Calculus
- Learn Linear Algebra
- Learn to Code
- Learn Machine Learning
- Build Personal Projects
- If you need help, ask for help.
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