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

Summary

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.

Available since: 08/31/2023.

Print length: 420 pages.

Science & Technology

Other books that might interest you

The Journey of HIV AIDS

Santiago Machain

This book chronicles the evolution of HIV/AIDS from the initial outbreak in the early 1980s to the present day, exploring the scientific, social, and cultural shifts that have transformed the world's understanding and response to the virus. Through the chapters, readers gain insights into the early stigma, groundbreaking medical advances, activism, and the ongoing search for a cure, while honoring the resilience of communities impacted by HIV/AIDS.

Show book

Dream Rich Attract Money Sleep...

Meditative Hearts

Are you tired of financial struggles? Do you dream of a life where abundance flows effortlessly into your world? Introducing a revolutionary guide that will transform your relationship with money forever. Imagine a life where your deepest desires manifest effortlessly, where financial freedom is not just a dream but a reality.  
In "Dream Rich Attract Money Sleep Magic," you'll unlock the secrets to harnessing the power of your subconscious mind to attract wealth and abundance into your life. This isn't just another self-help book; it's a blueprint for creating the life you've always desired.  
Discover the hidden potential of your mind as you learn how to program it for success while you sleep. With practical techniques and powerful affirmations, you'll rewire your subconscious to effortlessly attract money and abundance.  
Say goodbye to financial worries and hello to a life of prosperity and fulfillment. Whether you're struggling to make ends meet or you simply desire more out of life, this audiobook is your key to unlocking the door to abundance.  
Don't wait any longer to live the life of your dreams. Start your journey to financial freedom today with "Dream Rich Attract Money Sleep Magic."

Show book

Transform Your Marriage Through...

Bastian Rookwood

Transform Your Marriage through Unspoken Connection Secrets
⭐⭐ A Simplified Guide with Insights Included ⭐⭐
Are you eager to enhance your marriage and strengthen your bond through unspoken connection techniques?
Searching for a comprehensive resource that equips you with everything you need to foster deeper understanding and communication in your relationship?
Your quest ends here!
This guide is your ultimate resource for enhancing your marriage, enabling you to implement effective strategies and engaging in meaningful exercises. With this knowledge, you are set for transformation.
Updated to reflect current insights and practices in relationship dynamics.
Key features of this enriched guide:
- Deep insights into the secrets of unspoken connection
- Detailed explanations on fostering understanding and actions in marriage
- Effective strategies for nurturing intimacy and connection
Our guide stands out with its thorough coverage, essential for achieving success in your relationship. Concepts are explored in depth, ensuring clarity and actionable understanding.
Please note that this guide is an independent resource and not affiliated with any official marriage counseling entity.
Crafted with a clear structure and accessible language, our guide ensures seamless transitions between topics. Say goodbye to complex jargon and embrace straightforward, clear, and precise content.
So, why wait? Click the BUY NOW button, secure your guide, and begin your journey toward transforming your marriage!

Show book

Before the Machines Decide - Why...

William R. Stanek

As artificial intelligence reshapes work, institutions, and everyday life, William R. Stanek argues that the most urgent question is not what machines can do, but what humans must become. Clear, accessible, and deeply human, this book offers a practical framework for resilience, ethics, creativity, and judgment in an age of accelerating AI.

Show book

Preparing for an EMP Blackout or...

Ted Riley

Are you ready for a world in which the infrastructure we’re used to has completely collapsed? The time to act is now! 
 
Solar storms can fill the sky with beautiful auroras, but can also disrupt communications, damage electrical systems, and put entire communities at risk of a widespread blackout. 
 
This means you need to be prepared—and it’s going to require more than stockpiling supplies and developing your survival skills. 
 
This isn’t an apocalypse situation… It’s a survival situation. And if you’re properly prepared, you can do far better than survive: You can thrive. 
 
Inside this essential guide, you’ll discover: 
 
- A clear understanding of the science and logistics of an EMP event, whatever cause is behind it—and exactly what the risks are 
- How an EMP could change the world as we know it… and what disruption you can expect 
- Clear guidance for building an EMP survival kit—with practical advice for protecting your electronics 
- Exactly what to do as soon as you learn of an EMP event 
- Comprehensive advice for preparing to thrive in a long-term grid-down situation 
- Alternative communication and transportation methods you’ll be able to rely on in a world without electronics 
- Everything you need to know about alternative cooking methods, heating and lighting systems, and sanitation techniques 
- Your complete guide to health and safety in the “new normal” —including essential home and self-defense advice 
- DIY projects to boost your preparedness efforts and help you take action right away 
 
And much more. 
 
It’s time to take your prepping to the next level… Make sure you’re ready!

Show book

Evolve - Leveraging Artificial...

Sharon Daniels

EVOLVE will remove the mystery of AI and bring global awareness to Arria. It will document the vision of NLG everywhere and the impact this technology will have on business and society. It will remove the fear of “robots coming” and communicate Arria’s purpose of ensuring “humanity will remain at the heart of artificial intelligence through natural language generation,” enabling people to do more, be more.

Show book