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

Sinopsis

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

Disponible desde: 04/05/2024.

Ciencia y tecnología

Otros libros que te pueden interesar

YouTube Influencer - The...

Change Your Life Guru

This Ultimate Guide to YouTube Success book contains everything you NEED TO KNOW about starting, running, maintaining, and growing a highly sought-after YouTube channel, including:An insightful introduction to the world of YouTube, introducing you to only the necessary and valuable information you require to kick-start your journey.A high earners guide to selecting from the hottest high-value niches most desirable by viewers.A step-by-step guide to creating your YouTube channel, complete with all the necessary technical skills and tools.A well-thought-out and proven content strategy to ensure you can create quality content every time that attracts viewers.Learn all the best practices of a smart and successful YouTuber to find and understand the needs of your target audience.Quickly reshape your mindset for success and experience firsthand how your mentality could be the only thing in your way of success.Learn all of the multiple income streams you can quickly create with YouTube and soar at them all using the best approaches and seasoned guidance from the top players in the game. 
Whether you are a beginner with zero video and marketing skills, a business owner looking to grow your brand and make passive income online, or you simply want to revamp your existing channel for flawless success, this complete guide is for you. 
Curated by industry experts with you in mind, this book was written to hand over the secret strategies seasoned successful YouTubers are using to amass subscribers, grow their brands, and land 6-7 figure monthly recurring passive income paychecks courtesy of YouTube. 
Now is your opportunity to become the next YouTube success story—only if you scroll up and click the BUY button now!

Ver libro

Practical Ansible Automation...

Luca Berton

Unleash the Power of Ansible to Automate Workflows, Streamline Operations, and Revolutionize Infrastructure Management

KEY FEATURES
- Automate tasks with Ansible code for error-free, high-performance results.
- Master Ansible language essentials, architecture, and ad hoc commands.
- Explore Ansible’s versatile capabilities to gain expertise in Linux and Windows administration
- Achieve efficient configuration management, deployment, and orchestration.
- Unlock advanced Ansible Automation Platform and Morpheus features.

DESCRIPTION
Tired of repetitive and time-consuming IT tasks? Unlock the true potential of automation with "Practical Ansible Automation Handbook." This comprehensive guide, authored by Ansible expert Luca Berton, will help you master the art of automation.

Starting with the basics, the book introduces Ansible's workflow, architecture, and environment setup. Through step-by-step instructions and real-world examples, you'll gain proficiency in executing core tasks such as provisioning, configuration management, application deployment, automation, and orchestration. The book covers automating administrative tasks in Linux and Windows, advanced topics like Ansible Automation Platform and Morpheus, and leveraging cloud computing with Amazon Web Services and Kubernetes container orchestration.

Practicality and real-world scenarios set this book apart. It addresses common roadblocks, provides best practices, and helps you develop a beginner-friendly playbook that minimizes errors and maximizes performance. With Ansible's commercial viability evident in the market, learning it positions you at the forefront of automation expertise. Whether you're a system administrator, network administrator, developer, or manager, this book empowers you to automate everything with Ansible. Embrace the power of automation, revolutionize your IT operations, and unleash new levels of efficiency and productivity in your organization.

WHAT WILL YOU LEARN
- Set up and configure Ansible environments to automate various tasks.
- Execute automation tasks, manage configurations, and deploy applications.
- Leverage Ansible Automation Platform and Morpheus for performance optimization of complex workflows.
- Design efficient playbooks to streamline operations and troubleshoot using the best practices.
- Efficiently automate routine tasks to achieve Enterprise-level scalability

WHO IS THIS BOOK FOR?
This book is targeted towards beginners and developers involved in IT operations and who wish to extract the best from Ansible for task automation. It caters to system administrators, network administrators, developers, and managers in IT operations. No prior Ansible knowledge is needed as it covers basics and advances gradually. Familiarity with Linux and system administration is beneficial. By the end, readers will have a solid foundation and be ready to implement automation solutions.

TABLE OF CONTENTS
Chapter 1: Getting Started
Chapter 2: Ansible Language Core
Chapter 3: Ansible Language Extended
Chapter 4: Ansible For Linux
Chapter 5: Ansible For Windows
Chapter 6: Ansible Troubleshooting
Chapter 7: Ansible Enterprise
Chapter 8: Ansible Advanced

Ver libro

Mythic Plants - Potions and...

Ellen Zachos

In this beautifully illustrated book that's Song of Achilles meets Secret Life of Trees, readers will discover the plants cultivated by the Greek Gods–many of which can still be experimented with today–for a myriad of uses.  In Greek mythology, plants were used for tools, intoxication, warfare, food, medicine, magic, and rituals. When Prometheus stole fire from the Olympian gods and gave it to mankind, he hid it in a stalk of giant fennel. Ancient Greeks waiting to question the oracles were given cannabis as part of their cleansing rituals. A quince fruit started the Trojan war. The goddess Demeter was so distraught when Hades kidnapped her daughter that she caused winter to blanket the earth, killing all plants. Mythic Plants focuses on how the ancient Greeks used plants in their lives and loves and conquests—some of which we can still use. Includes tips throughout for bringing these ancient plants into your garden.

Ver libro

Our Western spring - Where is...

Nir Shvalb

"Progress is not just electronics and robots; it’s also adaptation and correction of social structures in light of these technological advances," Shvalb asserts, warning that "the old democracy won't survive if we don’t adjust it to the new era." 
After reviewing the social phenomena leading societies to dangerous places, he points out, "History teaches us that civilizations tend to fade, and when they do, it can happen very suddenly." He then explores the influence of social networks on public discourse, noting that "fake news spreads six times faster than truthful news." As a scientist in the field of hard sciences, he examines the dangers of advancing technology, particularly the role of AI in societal unrest. Shvalb questions, "Can technological mega-giants know us intimately enough to control our choices?" 
Life as we knew it no longer exists. The benefits technology has given us come with a heavy price. In a world where social interactions are shaped by powerful platforms guiding the way we think, behave, buy, and choose, there is a real risk to our societies that we must consider. The last part of the book is dedicated to practical solutions and suggestions. Yet, despite its serious themes, "Our Western Spring: Where is Political Divide Leading Us?" is engaging and fun to read. If you're curious about who suffered from scrotal ascites, what is considered the worst film of all time, or why China's government hates Winnie-the-Pooh, this book is for you. This blend of intriguing trivia and insightful analysis makes the book both thought-provoking and enjoyable, offering readers a captivating journey through the complexities of modern society.

Ver libro

Life in Sync - The Science of...

Philippa Gander

Why we need to reconnect with nature’s biological rhythms—and rediscover the benefits of a good night’s sleep 
 
All of life is profoundly shaped by the daily, monthly, and yearly cycles of our planet, and all creatures have internal timekeeping systems that rely on cues from the surrounding environment. With modern technology, we are changing our environments—and by proxy, the ecosystems around us—to override these innate rhythms of life. But at what cost? Life in Sync reveals how Earth’s rotations shape our biology, what human sleep cycles looked like before the advent of artificial light, and why technology can’t free us from the constraints of our circadian clocks. 
 
Philippa Gander explores the science behind the biological rhythms that animate us and our world, blending captivating storytelling with illuminating examples ranging from migratory birds and hibernating squirrels to jet-lagged pilots and astronauts in space. She shows how genetic circadian clocks are an ancient evolutionary adaptation that we share with all life on the planet, and how our rapidly expanding use of artificial light at night disrupts the time cues for entire ecosystems. Gander explains why cutting back on sleep adversely affects our well-being, safety, and longevity, and how breakthroughs in sleep science offer solutions to bring our lives more in harmony with nature’s rhythms. 
 
An astonishing journey of scientific discovery, Life in Sync unlocks the mysteries of biological time—and offers new perspectives for anyone who has ever given up a good night’s sleep for the sake of their hectic waking hours.

Ver libro

Mountain Wind Sleep Sounds - 5...

Sleeptime Publications

Sleep deeper, calm your mind, and drift into total relaxation with the powerful natural soundscape of Mountain Wind Sleep Sounds.
 
Do racing thoughts, stress, or nighttime noise keep you from getting the deep, uninterrupted sleep your body needs?
 
Mountain Wind Sleep Sounds creates a peaceful high-altitude atmosphere designed to quiet the mind and guide you gently into rest. The steady rhythm of mountain wind and the vast openness of alpine skies create a natural white-noise environment that masks distractions, eases anxiety, and encourages deep sleep, meditation, and relaxation. Inspired by the calming stillness of remote mountain peaks, this immersive experience helps your mind slow down and your body fully unwind.
 
Inside this calming sound journey you’ll experience:
 
• 5 hours of continuous mountain wind ambience designed for deep sleep and relaxation
• Natural white noise that masks distractions, snoring, and environmental noise
• A peaceful high-altitude atmosphere perfect for meditation, focus, and stress relief
• A soothing background for yoga, mindfulness, studying, or anxiety reduction
• The calming progression of soundscapes including Whispers Above the Peaks, Skyline Murmurs, Elevated Calm, Ridgeway Breeze, and Summit Stillness
 
Even if you struggle with insomnia, restless nights, or a busy mind, the steady mountain wind atmosphere provides a simple, natural way to create the peaceful sleep environment your body craves.
 
Bring the quiet power of the mountains into your nightly routine and experience the calm, deep rest you deserve tonight. 🌙

Ver libro