Ultimate Python Libraries for Data Analysis and Visualization - Leverage Pandas NumPy Matplotlib Seaborn Julius AI and No-Code Tools for Data Acquisition Visualization and Statistical Analysis

Abhinaba Banerjee

Sinopse

Test your Data Analysis skills to its fullest using Python and other no-code tools

Book Description
Ultimate Data Analysis and Visualization with Python is your comprehensive guide to mastering the intricacies of data analysis and visualization using Python. This book serves as your roadmap to unlocking the full potential of Python for extracting insights from data using Pandas, NumPy, Matplotlib, Seaborn, and Julius AI. Starting with the fundamentals of data acquisition, you'll learn essential techniques for gathering and preparing data for analysis. From there, you’ll dive into exploratory data analysis, uncovering patterns and relationships hidden within your datasets.

Through step-by-step tutorials, you'll gain proficiency in statistical analysis, time series forecasting, and signal processing, equipping you with the tools to extract actionable insights from any dataset. What sets this book apart is its emphasis on real-world applications. With a series of hands-on projects, you’ll apply your newfound skills to analyze diverse datasets spanning industries such as finance, healthcare, e-commerce, and more.

By the end of the book, you'll have the confidence and expertise to tackle any data analysis challenge with Python. To aid your journey, the book includes a handy Python cheat sheet in the appendix, serving as a quick reference guide for common functions and syntax.

Table of Contents
1. Introduction to Data Analysis and Data Visualization using Python
2. Data Acquisition
3. Data Cleaning and Preparation
4. Exploratory Data Analysis
5. Statistical Analysis
6. Time Series Analysis and Forecasting
7. Signal Processing
8. Analyzing Real-World Data Sets using Python
APPENDIX A Python Cheat Sheet
Index

Disponível desde: 05/04/2024.

Comprimento de impressão: 266 páginas.

Ciência e Tecnologia

Outros livros que poderiam interessá-lo

Brainjacking - The Science of...

Brian Clegg

Brainjacking explores the psychology of storytelling - the ability that makes us human. To discover how science intersects with our desires and decisions, the book pulls together three ways that we use story to modify others' brains: informing, influencing and manipulating. Running through education and politics, advertising and marketing we discover how techniques can range from subtle nudges and subliminal influences to powerful emotional manipulation.

With Brian Clegg as your guide, this is a book that will help you unpick the insidious world of brainjacking. Expertly pulling together different strands on disparate topics including AI, Big Data, social media and more, this essential investigation shows how new and old technology and science can be combined to influence human behaviour and beliefs.

Ver livro

Mastering Data Science and Big...

Maxine Chen

Are you prepared to transform your knowledge of the digital landscape and unleash the power of data-driven insights? Explore the world of data science and big data analysis by diving into the pages of "Mastering Data Science and Big Data Analytics: Mastering Big Data- Strategies and Tools for Effective Analysis," an insightful book. This book is your key to understanding the intricacies of data analysis, regardless of whether you're an experienced practitioner looking to improve your abilities or a novice keen to learn the basics.
Using big data to extract insights in this era of excess information is more important than ever. This book breaks down the ideas of structured, semi-structured, and unstructured data, giving you a thorough grasp of the complexities of data analysis. Explore the meaning of the three Vs of big data: volume, velocity, and variety, and discover how these influence data analysis practices in various businesses.
Are you excited to see instances of big data applications in the real world that have revolutionized specific industries? This book walks you through case studies demonstrating the practical applications of data analysis across various sectors, including marketing, entertainment, finance, and healthcare. Learn how data scientists use the CRISP-DM framework to traverse the data science lifecycle, from analyzing and preparing data to evaluating and deploying models.
Equip yourself with the methods and tools that lead to insights as you become an expert in big data analysis. Examine feature engineering, data transformation, and preprocessing techniques to ensure your studies are precise and insightful. Dive into the realm of artificial intelligence and machine learning, utilizing algorithms to reveal trends and connections that influence markets and spur creativity.

Ver livro

AI Frameworks - An In-Depth...

May Sherry

"AI Frameworks: An In-Depth Guide to Building, Optimizing, and Deploying Intelligent Systems Using Leading Tools and Techniques." This comprehensive guide is designed for AI practitioners, data scientists, and developers who want to master the tools and techniques essential for creating cutting-edge AI solutions. 
In this book, you'll delve deep into the world of AI frameworks, exploring the fundamental concepts and advanced features that drive modern AI development. The guide covers: 
"AI Frameworks" is not just a guide; it's your roadmap to mastering the art of AI development and driving impactful innovation in the rapidly evolving field of artificial intelligence.

Ver livro

Fireside Sleep Sounds 2 in 1 -...

Sleeptime Publications

10 Hours of Pure, Natural Ambience to Calm Your Mind and Soothe Your Soul. 
Do you find it impossible to fall asleep in silence? Are city noise, stress, or anxiety keeping your mind awake long after your body is begging for rest? Do you wish you could escape to a quiet cabin in the woods during a gentle storm—or fall asleep beside a crackling fireplace without leaving your bed? 
Fireside Sleep Sounds 2 in 1 combines two of nature’s most comforting soundscapes—rolling thunderstorms and crackling fires—into one powerful audio experience designed to lull you into the deepest sleep of your life. 
Here’s what you’ll get inside:✅ 5 hours of immersive storm ambience – thunder, rain, and distant skies to melt tension and ease anxiety✅ 5 hours of realistic fireplace sounds – from glowing embers to a lively hearth, with no music or narration✅ Perfect for sleep, reading, meditation, or background atmosphere✅ Natural white noise that masks distracting sounds and promotes uninterrupted rest✅ Two distinct sound environments so you can choose what your body needs each night—cool, cleansing storms or warm, cozy fires 
You don’t need a stormy night or a cabin in the woods to fall into a peaceful sleep. Whether you're battling insomnia, background noise, or just a racing mind, this 10-hour audio bundle creates the perfect sound cocoon to help you unwind. 
🎧 Press play, settle in, and let nature do the rest.

Ver livro

How the World Flows -...

Albert Folch

How the World Flows acts like a microscope that pulls the listener into the barely noticeable, Lilliputian world of fluids at small scales—the microfluidic world—and answers the question "What is microfluidics?" in non-technical language.Microfluidics is the field of science that studies fluids constrained to spaces that are smaller than one millimeter wide, and by extension, the engineering field which builds devices that exploit the unique properties of fluids at these scales. Author Albert Folch explores this micro science which has inspired engineers to build devices such as engines, spray cans, ballpoint pens, inkjet and 3D printers, pregnancy and Covid tests, glucometers, asthma nebulizers, kidney dialysis machines, and DNA analyzers.This book also shows that many processes essential to life on Earth—such as the formation of raindrops, the rise of sap in plants, and the percolation of water through soil—are all microfluidic marvels. It examines how our cells breathe, feed, and fight diseases through small capillaries. Through engaging and digestible stories, Folch takes a lens to this tiny science and demonstrates how big a role microfluidics play in life as we know it.

Ver livro

Nature on the Doorstep - A Year...

Angela E. Douglas

Nature on the Doorstep reveals the simple pleasures of paying attention to the natural world in one’s own backyard over the course of a year.  
Angela Douglas shares the joys and curiosities of a decidedly ordinary patch of green in upstate New York cultivated through the art of “strategic neglect"―sometimes taking a hand to manage wildlife, more often letting nature go its own way. 
From the first flowers of spring and the fireflies of high summer to a hoarding chipmunk in the fall and cardinals singing in the winter, Douglas shows us the magic of welcoming unexpected plant life and animal life into one’s backyard. Along the way, she weaves intimate observations of wildlife with morsels of natural history; a surprise visit from a Cooper’s hawk, for instance, prompts reflection about why bird eye colors vary. 
A paean to the richness we find when we stop to look and let be, Nature on the Doorstep celebrates the role humble backyards play both in conservation efforts and in an expanded appreciation of the living world.

Ver livro