Principles of Data Science - A beginner's guide to essential math and coding skills for data fluency and machine learning

Sinan Ozdemir

Sinopse

Principles of Data Science bridges mathematics, programming, and business analysis, empowering you to confidently pose and address complex data questions and construct effective machine learning pipelines. This book will equip you with the tools to transform abstract concepts and raw statistics into actionable insights.
Starting with cleaning and preparation, you’ll explore effective data mining strategies and techniques before moving on to building a holistic picture of how every piece of the data science puzzle fits together. Throughout the book, you’ll discover statistical models with which you can control and navigate even the densest or the sparsest of datasets and learn how to create powerful visualizations that communicate the stories hidden in your data.
With a focus on application, this edition covers advanced transfer learning and pre-trained models for NLP and vision tasks. You’ll get to grips with advanced techniques for mitigating algorithmic bias in data as well as models and addressing model and data drift. Finally, you’ll explore medium-level data governance, including data provenance, privacy, and deletion request handling.
By the end of this data science book, you'll have learned the fundamentals of computational mathematics and statistics, all while navigating the intricacies of modern ML and large pre-trained models like GPT and BERT.

Disponível desde: 31/01/2024.

Comprimento de impressão: 326 páginas.

Ciência e Tecnologia

Outros livros que poderiam interessá-lo

Empower Your Birth:...

Thorneby Vinveston

Empower Your Birth: Transformative Insights for a Positive Experience 
⭐⭐ Simplified Audio Guide with Explanations ⭐⭐ 
Are you seeking to enhance your birthing experience and gain valuable knowledge that leads to a positive outcome? 
Searching for a thorough guide that covers all the essential elements for transforming your birth experience with practical, calming techniques? 
Your search is over! 
This guide is your ultimate companion for deepening your understanding, applying meaningful techniques, and participating in practical exercises designed for a successful birth experience. 
Updated to reflect the latest insights for 2024-2025. 
Key features of this comprehensive guide: 
- In-depth insights on transforming your birth experience 
- Detailed explanations of practical, calming techniques 
- Effective strategies for preparation and stress relief 
Our guide stands out due to its thorough content, which is crucial for achieving a triumphant birth experience. Concepts are explored in depth, ensuring a rich understanding. 
Please note that this guide is an independent resource and not affiliated with any official entity. 
Crafted with a clear structure and approachable language, our guide guarantees seamless transitions between topics. Say goodbye to confusing jargon and embrace clear, accurate, and practical content. 
So why wait? Click the BUY NOW button, secure your guide, and embark on the journey toward a transformative and positive birth experience!

Ver livro

humAIn - Unlock Your Potential...

Don Roosan Ph.D.

We’ve all heard the sweeping claims: “AI will take over all our jobs!" or "AI will solve every problem and create a perfect world!" But what’s the reality behind these dramatic predictions? With the constant buzz about artificial intelligence, it’s natural to feel anxious, confused, and overwhelmed. humAIn cuts through the hype and fear, offering a practical, human-centered guide to AI that empowers you to take control. This book demystifies AI, providing you with essential skills to navigate the flood of misinformation and confusion surrounding this revolutionary technology. It's not about wild speculations or doomsday scenarios—just straightforward insights to help you understand AI's true potential. Whether AI is composing poetry, creating art, or streamlining your daily tasks, you'll learn how to harness its power—no technical expertise required. humAIn prepares you for the AI revolution with life-changing strategies that help you adapt and thrive in an AI-driven world. This is more than a book; it's your roadmap to unlocking your potential and embracing the opportunities that AI offers.
Author Dr. Don Roosan is a global leader in artificial intelligence integration and a passionate advocate for using AI responsibly to improve our world. An internationally recognized scientist and researcher, he has spent his career guiding individuals and businesses through the complexities of AI, helping them foster innovation while maintaining ethical integrity. As a faculty member at the School of Engineering and Computational Sciences at Merrimack College in Boston, Massachusetts, Dr. Roosan is at the forefront of shaping the future of AI in a way that benefits society.

Ver livro

A World Turned Upside Down - A...

Amy Sosne

This audiobook is narrated by an AI Voice. Amy Sosne was a twenty-six year old physician, a once nationally ranked tennis player, married at twenty-three to her loving husband, Ben; she was constantly in motion and successful, and a beloved resident of colleagues and patients.  She seemed to have it all together.  Amy was a psychiatric resident when she suffered a breakdown that led to her own journey with mental health treatment related to sexual abuse she suffered as a child.  Her memoir provides the harrowing details and story of how Amy Sosne, MD, faced the challenges and turbulence of her world shattered with just one trigger and the domino effect of traumas that completely changed her life, perspective, and eventually allowed for healing.  The memoir tells of her childhood sexual abuse, her own triggers in adulthood, her vulnerability to others and institutions that controlled her freedom, and her challenges with infertility.   
 
In this raw and highly personal and vulnerable account, Sosne incorporates flashbacks from her childhood while undergoing multiple procedures and facing the tragic journey and outcome of a quintuplet pregnancy.  This captivating memoir provides insight, comfort, and evidence that it is instinctive and necessary to survive without judgment, but with exhaling the danger that threatens our core and soul, we can inhale life and the option to move forward and heal.   
 
She is now the mother of three thriving children and works in integrative wellness, consulting on trauma-informed education as well as developing yoga and mindfulness programs in higher education, elementary education, and within the community.

Ver livro

A Call to Farms - Reconnecting...

Jennifer Grayson

Hope for the future lies with a new generation of regenerative farmers. 
 
 
 
Within a decade, nearly half of all American farmland will change hands as an older generation of farmers steps aside. In their place, a groundswell of new growers will face numerous challenges, including soil degradation, insufficient income, and investors devouring farmland at a staggering pace. These new farmers are embracing regenerative agriculture—the holistic approach to growing food that restores the soil and biodiversity—in the movement to reclaim our health and the planet's. But can their efforts help reverse an epidemic of diet-related disease, food inequality, and even climate change? 
 
 
 
To answer that question and more, award-winning journalist Jennifer Grayson embedded herself in a groundbreaking farmer training program, then embarked on this investigative journey. The diverse array of farmers, graziers, and food activists whom she profiles here are working toward better, more sustainable foodways for all. From a one-acre market garden in Oregon to activists reviving food sovereignty in South Carolina, A Call to Farms tells the captivating story of these new agrarians finding hope and purpose in reconnecting to the land and striving to improve the future of American food.

Ver livro

Lupus Antidote

Craig Beck

Millions of people around the world have been diagnosed with incurable autoimmune diseases like Lupus. Debilitating conditions that make us tired, ill, and miserable. The only solution the medical industry offers are side-effect riddled maintenance drugs such as steroids and painkillers.Getting a formal diagnosis of Lupus is often a lengthy and challenging process. Many never get a medical confirmation of what is happening to their mind and body at all! Countless individuals live in constant pain and discomfort because they incorrectly assume all their health problems are the natural result of aging.Unfortunately, Craig Beck joined this ill-health demographic at the age of 48. After suffering months of severe symptoms, eventually, he too got handed the autoimmunity life sentence. However, rather than accept the hand as it was dealt. He remembered that the best medicine for a long and healthy life is found at the end of your fork, not the doctor's prescription pad.Craig decided to fall back on his research into natural medicine. He designed a diet and lifestyle that made inflammation the enemy and target. A process that would show amazing success at pushing Lupus firmly into near-permanent remission.In this special SLE addition of the Autoimmune Antidote, you will gain valuable insight into the new, natural approach that can help you prevent and maybe even reverse the life-limiting symptoms of Lupus and other inflammatory health problems.www.CraigBeck.com

Ver livro

AI and the Business World -...

Wayne Preston, Karen June Kuipers

Dive into the transformative world of Artificial Intelligence with "AI and the Business World - Innovations and Challenges," the first book in the "AI and the Future of Industry" series. Authored by industry veterans and AI experts, Wayne Preston and Karen June Kuipers (KJ). This comprehensive guide unravels the complexities of AI, machine learning, and deep learning, equipping you with the knowledge to steer your business through this technological revolution. 
Why This Book Is a Must Listener:AI Foundations: Master the core concepts of AI, machine learning, and deep learning, along with advanced topics like data analytics and predictive modeling.Real-World Applications: Uncover how AI is revolutionizing sectors like finance, healthcare, retail, and manufacturing, driving innovation, efficiency, and digital transformation.Strategic Insights: Learn practical strategies for integrating AI into your business operations, from identifying opportunities to managing change and ensuring ethical AI practices.Success Stories: Case studies of businesses that have successfully harnessed AI, learning from their challenges and triumphs.Future Trends: Stay ahead of the curve with insights into emerging AI trends and their potential impact on business. 
This Audiobook is a must-listen for C-suite executives, startup founders, IT professionals, data scientists, business strategists, artists and designers, and film and TV professionals eager to leverage the power of AI. 
Whether you’re new to AI or looking to enhance your capabilities, this essential read equip's you with the knowledge and tools to navigate and thrive in these changing times. Gain valuable insights and practical strategies to leverage AI for driving innovation and success in your industry.

Ver livro