Data Literacy With Python - A Comprehensive Guide to Understanding and Analyzing Data with Python

Mercury Learning and Information, Oswald Campesato

Sinopse

This book ushers readers into the world of data, emphasizing its importance in modern industries and how its management leads to insightful decision-making. Using Python 3, the book introduces foundational data tasks and progresses to advanced model training concepts. Detailed, step-by-step Python examples help readers master training models, starting with the kNN algorithm and moving to other classifiers with minimal code adjustments. Tools like Sweetviz, Skimpy, Matplotlib, and Seaborn are introduced for hands-on chart and graph rendering.The course begins with working with data, detecting outliers and anomalies, and cleaning datasets. It then introduces statistics and progresses to using Matplotlib and Seaborn for data visualization. Each chapter builds on the previous one, ensuring a comprehensive understanding of data management and analysis.These concepts are crucial for making data-driven decisions. This book transitions readers from basic data handling to advanced model training, blending theoretical knowledge with practical skills. Companion files with source code and data sets enhance the learning experience, making this book an invaluable resource for mastering data science with Python.

Disponível desde: 30/07/2024.

Comprimento de impressão: 271 páginas.

Ciência e Tecnologia

Outros livros que poderiam interessá-lo

Making Bird-Friendly Birdhouses...

Melvin "Bird Man Mel" Toellner,...

As popular as birdhouses are, many are designed with aesthetics in mind, rather than the bird's preferences and needs. Not so for the projects in Making Bird-Friendly Birdhouses. Lifelong birder Mel "Bird Man Mel" Toellner and pro woodworker Matt Maguire walk readers step-by-step through 15+ projects for safe birdhouses that birds find conducive to their natural nesting habitats. They begin with a comprehensive introduction to why birdhouses are so important, and why the birdhouses should be created with specific birds in mind like bluebirds, wrens, chickadees, owls and even bats! With additional sections on distribution maps, detailed plans, mounting instructions, and tips on attracting birds to your yard, it has everything you need to create a successful backyard haven for your winged friends.

Ver livro

Make Your Home a Nature Reserve

Donna Mullen

Bees, butterflies, bats, badgers …
These beautiful and fascinating creatures need a little help from us, as their natural habitats are under pressure.
It's time to invite nature into your home – whether it's a window box, a suburban garden or a farm. Learn how to build a pond, make places for bats to roost and spaces for hedgehogs to ramble. Discover the amazing secret lives of Ireland's wildlife, from tiny bugs to large mammals.
Do try this at home!

Ver livro