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

Mercury Learning and Information, Oswald Campesato

Summary

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.

Available since: 07/30/2024.

Print length: 271 pages.

Science & Technology

Other books that might interest you

Guided Meditation for Anxiety

Meditative Hearts

Are you tired of feeling overwhelmed by anxiety? Do worries and fears consume your thoughts, making it difficult to find peace of mind? What if there was a gentle yet powerful tool to help you navigate through life's challenges with calm and clarity?  
Introducing "Guided Meditation for Anxiety" – your pathway to inner peace and emotional resilience. This transformative audiobook offers a sanctuary of tranquility in a world filled with chaos and uncertainty.  
Imagine a soothing voice leading you through meditation exercises specifically designed to dissolve anxiety and tension. With each guided breath, you release the grip of worry and embrace a sense of deep relaxation and serenity.  
Say goodbye to the endless cycle of anxious thoughts and hello to a newfound sense of calm and confidence. Whether you suffer from generalized anxiety, panic attacks, or simply long for greater emotional balance, this audiobook is your ally in the journey towards mental well-being.  
Join the millions who have already discovered the life-changing benefits of guided meditation for anxiety. Embrace resilience, reclaim your inner strength, and face each day with courage and clarity. Your path to peace starts now.

Show book

Made To Live

Dr. Paul Saba

Made to Live depicts a physician’s journey to save lives. Dr. Paul Saba begins his story with the battle to save the life of his baby girl, Jessica, who was born with a severe congenital cardiac malformation. He describes the challenges of facing difficult diagnoses through both his personal experiences and those of his patients. This book debunks the myths of euthanasia and assisted suicide. Dr. Saba’s battle has taken him to the Canadian courts, where he has been silenced from challenging Canada’s euthanasia laws. He has been forbidden from utilizing the Canadian Constitution or presenting his arguments in court to oppose euthanasia and assisted suicide. Dr. Saba believes no one can know what the future holds. Hope and loving support can overcome many obstacles in life’s journey. In the end, we are all “made to live,” as his daughter Jessica inscribed on one of her paintings at seven years old.

Show book

Data-Driven Science and...

SAM CAMPBELL

In the modern era, where data is the new gold, "Data-Driven Science and Engineering: Mastering the Art of Data-Driven Decision Making" serves as a comprehensive guide to harnessing the power of data for scientific inquiry and engineering innovation. This book bridges the gap between theoretical knowledge and practical application, offering a deep dive into the methodologies and tools that enable effective data analysis and decision-making processes.
Authored by leading experts in data science and engineering, this book is designed for a broad audience, from beginners seeking to understand the basics of data-driven techniques to professionals aiming to enhance their decision-making skills. It covers a wide range of topics, including the fundamentals of data collection and analysis, advanced statistical methods, machine learning algorithms, and the latest in artificial intelligence technologies.
"Data-Driven Science and Engineering" not only equips readers with the necessary tools and techniques but also explores the ethical and regulatory considerations of data usage. It emphasizes the importance of transparency, fairness, and accountability in data-driven decision-making, ensuring readers are well-versed in navigating the complexities of the digital age.
"Data-Driven Science and Engineering: Mastering the Art of Data-Driven Decision Making" is an invaluable resource for mastering the skills necessary to thrive in a data-centric world. This book will empower you to make informed decisions, optimize processes, and lead projects to success with confidence and precision.

Show book

Sleep Better to Thrive -...

Dr Sui H. Wong MD FRCP

Are you searching for answers on how to sleep well? 
Research shows that maintaining quality sleep health can reduce the risk of heart disease, aid in dementia prevention, manage migraines effectively, and overcome insulin resistance! 
When struggling with sleep deprivation and nighttime disturbances, your first thought might be to reach for the best sleep aid or supplement with extra coffee in the morning. But what if you could sleep better in a more natural, holistic way? 
Sleep Better to Thrive: Practical Steps That Will Enhance Your Life is the sleep book you need! This isn't your typical self-help book; it's a comprehensive guide to holistic lifestyle change that will lead to long-term health and overall wellness. In this workbook, you'll explore:the science of sleep, with an explanation of why we sleep, and what your circadian rhythm is.simple self-help strategies for when you have trouble sleeping, alongside free or low-cost tricks and tools to implement in daily life.empowering insight to help you work toward better body health, improve your mood, and increase productivity for bigger success!worksheets and activities that will promote overall wellness, nurturing a healthy body and mind.a practical guide to help you craft the perfect sleep routine so you can sleep deeper and get the sound sleep you deserve! 
This sleep book for adults is aimed at anyone who wants to get quality sleep, with additional considerations for busy families and those looking to fight the effects of aging, boost focus and think clearly. 
Start getting better sleep tonight by adding this book to your collection today!

Show book

Big Data for Beginners -...

Brian Murray

In "Big Data for Beginners: Applications of Data - An Introduction to Real-Time Data Processing and Machine Learning for Data Analysis," readers will explore the cutting-edge applications of Big Data and learn how it is being used to drive innovation and solve complex problems in real-time.
The book begins by examining the role of Big Data in real-time data processing and explores the various technologies and platforms used to manage and analyze data in real-time. Readers will gain an understanding of how data is processed and analyzed in real-time, and how this capability is driving new opportunities for businesses and organizations.
The book also explores the exciting field of machine learning and its application in data analysis. Readers will learn about the various types of machine learning algorithms and how they can be used to uncover patterns and insights in large datasets. They will also gain practical guidance on how to design and implement machine learning models for different use cases, such as predictive analytics and natural language processing.
Throughout the book, real-world examples and case studies are used to illustrate key concepts and demonstrate how Big Data and machine learning are being used in a variety of industries and applications. Whether you're a data scientist, software engineer, or business leader looking to stay ahead of the curve in the rapidly-evolving world of Big Data, "Big Data for Beginners: Applications of Data" is an essential resource. With this book, readers will gain the knowledge and skills they need to harness the power of Big Data and machine learning to drive innovation and create value in their organizations.

Show book

Thor's Hammer

Brian Phillipson

When the British Government turn down a revolutionary weapons system in favour of the new Euro fighter they don't realise the wrath their decision will cause. The only radar system capable of detecting the new Thor's Hammer is the experimental Spyglass system being transported on a cruise liner commanded by ex-Navy Captain Eric Swanson. Martin Westfarland, designer of Thor's Hammer, decides to teach the British Government a lesson by sinking the liner and destroying Spyglass before passing Thor's Hammer onto the Iraqis who plan to use it to deliver a deadly bio-weapon to the west. Through a series of action-filled events, Swanson and Squadron Leader Gerry Denton are brought together to thwart the terrorist attack, while the SAS are assigned to locate and destroy the chemical lab in the Syrian Desert, which created the virus. Unfortunately the virus has already been loaded onto Thor's Hammer. Thus it falls to Denton to fly the Typhoon Euro fighter against the faster and stealthier Thor's Hammer before it can deliver its deadly payload.

Show book