Vickler A. Python...For Data Science And Machine Learning 2021 torrent

Textbook in PDF format

Are you thinking about learning data science? Do you know how to code in Python and want to take your learning further? Then you've come to the right place.
Data is more available today than it ever has been and in much larger quantities than ever before. And it's only set to increase. Because of that, we need to evolve in how we process data, and that's where data science comes in.
But let's not forget machine learning, a subset of data science that offers us ways of examining and analyzing data to draw meaningful insights. Machine learning and data science are our future, and if you choose not to go down the route of learning it to an expert level, you should at least understand how it all works.
Here's what you will:
Learn what data science and machine learning are and their limitations
Be introduced to NumPy and working with NumPy arrays
Be introduced to Pandas and data manipulation
Be introduced to Matplotlib and Seaborn and data visualization
Discover an in-depth introduction to machine learning
Master popular machine learning algorithms
Learn how to implement classification and regression with Python
Python is the most popular computer programming language and by far the best for data science and machine learning. An intuitive language, it offers all the tools needed to analyze data, manipulate it, produce visualizations, and so much more