Building Statistical Models in Python - Develop useful models for regression classification time series and survival analysis

Huy Hoang Nguyen, Paul N Adams, Stuart J Miller

Synopsis

The ability to proficiently perform statistical modeling is a fundamental skill for data scientists and essential for businesses reliant on data insights. Building Statistical Models with Python is a comprehensive guide that will empower you to leverage mathematical and statistical principles in data assessment, understanding, and inference generation.

This book not only equips you with skills to navigate the complexities of statistical modeling, but also provides practical guidance for immediate implementation through illustrative examples. Through emphasis on application and code examples, you’ll understand the concepts while gaining hands-on experience. With the help of Python and its essential libraries, you’ll explore key statistical models, including hypothesis testing, regression, time series analysis, classification, and more.

By the end of this book, you’ll gain fluency in statistical modeling while harnessing the full potential of Python's rich ecosystem for data analysis.

Disponible depuis: 31/08/2023.

Longueur d'impression: 420 pages.

Science et Technologie

D'autres livres qui pourraient vous intéresser

POWERING CHANGE - The Hidden...

Tabitha A. Scott

Change management is a myth. What worked for leaders in the past can't guide us into the future, and adapting at today's rapid pace of change can't be achieved with traditional business methods. Just "going faster" is no longer enough.  
What if you had the secret to unleashing greater potential, productivity, and profits that flow with change instead of chasing it?  
Drawing upon over 20 years of groundbreaking innovation and research, Tabitha A. Scott reveals the competitive edge already flowing within your organization and how to tap into its hidden current to propel your business to new heights. Blending lessons from physics, bioscience, and nature with intriguing organizational research, engaging business case studies, and current statistics, Powering Change reveals how to: Boost productivity and profits in the face of unrelenting change using the laws of scienceDiscover the hidden potential in resources you already haveAssess, align, and adapt talent to what energizes them most through the Human Dynamics FrameworkTransform tired team members into connected, directed, and empowered contributors 
Powering Change provides a new lens that will forever transform the way you look at engagement, resource optimization, innovation, and strategy.

Voir livre

Journey Through Space Time and...

Dorian Thorne

Journey Through Space, Time, and Motion Simplified
⭐⭐ Simplified Audio Guide ⭐⭐
Are you eager to enhance your understanding of cosmic mysteries and ready to embark on a journey through space, time, and motion?
Looking for a comprehensive resource that provides all the necessary insights to unravel the complexities of the universe?
Your quest ends here!
This guide serves as your ultimate companion for deepening your knowledge, applying your skills, and engaging in thought-provoking explorations. With this guide in hand, you're set for an enlightening journey.
Updated for the latest insights and discoveries in the realms of space, time, and motion.
Key features of this comprehensive guide:
- Profound insights into Unlocking cosmic mysteries
- Detailed explanations on the fundamentals of space, time, and motion
- Effective strategies for understanding and applying scientific concepts
Our guide stands out with its in-depth coverage, essential for mastering these intriguing subjects. Concepts aren't just touched upon; they are thoroughly explored.
Please note that this guide is not affiliated with any official entity and is purely an independent resource for your benefit.
Designed with a clear structure and easy-to-understand language, our guide ensures smooth transitions between topics. Say goodbye to complex jargon and welcome clear, precise, and accurate content.
So, why wait? Click the BUY NOW button, secure your guide, and commence your journey through space, time, and motion!

Voir livre

Truth: A Brief History of Total...

Anonyme

This is a book about TRUTH—and all the ways we try to avoid it—from the bestselling author of Humans: A Brief History of How We F*cked It All Up.We live in a “post-truth” world, we’re told. But was there ever really a golden age of truth-telling? Or have people been lying, fibbing and just plain bullsh*tting since the beginning of time?Tom Phillips, editor of a leading independent fact-checking organization, deals with this question every day. In Truth, he tells the story of how we humans have spent history lying to each other—and ourselves—about everything from business to politics to plain old geography. Along the way, he chronicles the world’s oldest customer service complaint, the Great Moon Hoax of 1835 and the surprisingly dishonest career of Benjamin Franklin.Sharp, witty and with a clear-eyed view of humanity’s checkered past, Truth reveals why people lie—and how we can cut through the bullsh*t.

Voir livre

overview of An: Cancer as a...

Dr. Thomas Seyfried, Dr. Dominic...

25% of the royalties of this book will be donated to Dr. Seyfrieds research (See KetoforCancer.net)! This research will actually make a real impact, as it studies the real causes and treatment opportunities of cancer.
This book is an overview of Dr. Thomas Seyfrieds scientific work, regarding that Cancer is a metabolic disease. It comprisesTranscripts of his talks and interviews that summarize all his most important points, as well asA Presentation by his collegue Dr. Dominic D'Agostiono about the "Press Pulse Strategy" andA possible way of eating, that would prevent cancer from the get go: The RockSolid Diet (by J.Rockermeier)
Here the description of his scientific work:
"Cancer as a metabolic disease" addresses controversies related to the origins of cancer and provides solutions to cancer management and prevention. It expands upon Otto Warburg's well-known theory that all cancer is a disease of energy metabolism. However, Warburg did not link his theory to the "hallmarks of cancer" and thus his theory was discredited.This book aims to provide evidence, through case studies, that cancer is primarily a metabolic disease requring metabolic solutions for its management and prevention.
Brain cancer case studies are presented as a proof of principle for metabolic solutions to disease management, but similarities are drawn to other types of cancer, including breast and colon, due to the same cellular mutations that they demonstrate.
This book comprises the opinion of Dr. Thomas Seyfried regarding the metabolic nature of cancer. He states, that it is not genetic, but a mitochondrial disease.
This book is NOT a summary of his original, scientific book. It's rather a collection of video transcripts, that summarize his point. With official permission, because we donate 25% of the royalties directly to his research!

Voir livre

Constructing Canine Consent -...

Erin Jones

The concept of canine consent is far more than simply a buzzword in modern dog training practices. In its current form, consent is a distinctly human concept, designed by humans and for humans. Looking beyond species boundaries can help us not only consider concepts of canine consent and autonomy, but it can also help us to apply these concepts in our everyday interactions with dogs, which is fundamental for any professional working with dogs as well as for everyday dog caregivers. This canine-indexed definition of consent includes a model of five major categories: Touch/interaction-based consent, cooperative care using learned consent behaviors, activity consent, consent-based learning, and substitutive consent. These categories involve a two-way communication system, integration of salient choices, teaching consent behaviors and incorporating existing training protocols that adhere to the Humane Hierarchy of best practices, and an evaluation of dependent decision-making in extenuating circumstances. This book aims to merge the existing literature and new understandings about canine consent to paint a complete picture. It will challenge the current expectations of dogs and dog behavior in our society with an intention of considering their perspectives, experiences, and emotional needs.

Voir livre

Siberian Sleep Sounds 2 in 1 - 8...

Sleeptime Publications

❄️🚆 Two Worlds of Stillness. One Unforgettable Night’s Sleep. 
Feel the cold hush of the Arctic and the steady rhythm of a midnight train — perfectly combined in this immersive 8-hour sound experience. Whether it’s icy wind or a distant engine, you’re not just falling asleep — you’re escaping into calm. 
Do racing thoughts keep you awake long after your body is tired? Have sleep apps and playlists failed to truly shut your mind off? 
This 2-in-1 audiobook transports you far away from your stress — into the deep, frozen quiet of Siberia and the soft, rocking motion of a night train. These layered soundscapes soothe your nervous system, slow your mind, and ease you into peaceful, uninterrupted rest. It’s not just sound — it’s an experience designed to help you let go.Here’s what’s inside:❄️ 4 hours of glacial ambience — icy winds, cracking ice, and snow-muffled stillness🚂 4 hours of train ambience — soft engines, rhythmic tracks, and steady nighttime motion🎧 Optional narration at gentle intervals to guide you deeper into rest💤 No music, no distractions — just pure, natural sound to quiet the mind🔁 Loopable design for all-night playback, naps, or meditation🌙 Crafted for real sleep — perfect for anxiety, overthinking, or broken sleep cycles 
Even if you’ve tried everything else, this combo offers something different: a complete mental reset. Cold quiet. Gentle rhythm. Zero pressure. Just a soundscape that works — every single night. 
Close your eyes. Leave the day behind. Let the winds and wheels lull you to sleep. 
🎧 Listen now and let the Siberian night carry you into deep rest.

Voir livre