Python for TensorFlow Pocket Primer - A Quick Guide to Python Libraries for TensorFlow Developers

Mercury Learning and Information, Oswald Campesato

Sinossi

As part of the best-selling *Pocket Primer* series, this book prepares programmers for machine learning and deep learning with TensorFlow. It begins with a quick introduction to Python, followed by chapters on NumPy, Pandas, Matplotlib, and scikit-learn. The final chapters provide TensorFlow 1.x code samples, including detailed examples for TensorFlow Dataset, crucial for TensorFlow 2.The journey starts with Python basics and progresses through essential data manipulation and visualization libraries. You'll explore machine learning fundamentals with scikit-learn before diving into TensorFlow, learning to construct data pipelines with TensorFlow Dataset APIs like map(), filter(), and batch().Understanding these concepts is vital for modern AI applications. This book transitions readers from basic programming to advanced machine learning and deep learning techniques, blending theory with practical skills. Companion files with source code enhance learning, making this an essential resource for mastering Python, machine learning, and TensorFlow.

Disponibile da: 12/08/2024.

Lunghezza di stampa: 234 pagine.

Scienze e tecnologia

Altri libri che potrebbero interessarti

Theory of Relativity

Introbooks Team

Theory of relativity is a combination of two different theories or says two different combinations. First, one is Einstein’s special relativity theory and second one is general relativity theory. Concepts included in theory of relativity consider space-time as a single unified entity. According to concepts of theory of relativity, following are the elements of unified entity of space-time:Space and time (of course)Relativity of simultaneityKinematicDilation gravitational timeLength contraction
Term of relative theory was firstly used by Max Planck in 1906. The whole theory of relativity is based on this term. Max Planck described how the principles of relativity theory could be applied on practical events and various theories. Later on, in the same discussion term Theory of relativity was used by Alfred Bucherer.
Relativity theory is considered a unified representative of multiple physical theories. Concepts from more than one physical theory are explained and broadly discussed in this theory, which makes this theory real broad and deep. During 20th century concepts and ideas of theory of relativity has transformed many theoretical concepts of physics and astronomy. In the most basic version of theory of relativity, 200-year old theory of mechanics was used as a base for further studies and descriptions. Isaac Newton is said to be the founder of theory of mechanics, not the whole theory but he developed and explained many concepts that are contained in theory of mechanics. The whole concept of gravity was introduced by him. In physics, theory of relativity contributed a lot to develop or improve the concept of elementary particles. Concepts of relativity theory were used to understand interaction of elementary particles more deeply. Theory of relativity also helped the world to move in the right direction to reach enhanced nuclear era. Not only in physics, have theory of relativity also contributed in fields of cosmology and astrophysics. Thanks to the application in theory of relativity, astronomical phenomena were predicted and eventually proved real too. These phenomena are consisting of following:Neutron starsBlack holesGravitational waves
As described, Theory of relativity not only helps researches in physics, but also in cosmology and astrophysics. This broad theory became concern for cosmology since the basic concepts as black holes are explained by theory of relativity. Many concepts that are a part of astrophysics use many concepts and ideas of theory of relativity as a base for further researches and explanation. Being a solid combination of multiple theories, theory of relativity becomes a thing of concern for practitioners of physics, astrology, cosmology and astrophysics as well. In this book, main concepts of theory of relativity are covered. Both parts of this theory, which are general relativity and special relativity, are discussed broadly. This short introduction covers from history of this theory and to scope of the very same theory. It will provide a breakthrough in the broad theory of relativity that will help beginners to cover broad concepts easily.

Mostra libro

Plastic Surgery

Introbooks Team

Plastic surgery, that is the surgery or the treatment that helps people to get their beauty and self-confidence enhanced by getting their body or face reconstructed or restored. There can be many of such situations when one needs to get this thing of plastic surgery done, such as damage of skin or tissue caused by any kind of disease that is there from birth or any kind of injury or any illness that produced later on in the body and thus get their skin normalized. Some people do not even know about this in proper manner but now as the knowledge is being shared on the internet itself, so there are many people who are looking forward to get this done and live a peaceful life. You can also see many of the celebrities getting this thing applied on their faces, so as to get their face reshaped and beauty improvised.

Mostra libro

Einstein's Unfinished Dream -...

Don Lincoln

Humanity has long looked to the sky and marveled at the world around us. We've wondered why the world is the way it is and whether it has to be that way. For millennia these questions were theological, transitioning to philosophical during the Enlightenment, but the discipline that now drives progress is science. We now look forward, hoping to make additional connections and create a better understanding of the ultimate laws of nature. We dream of a time when we have developed a theory of everything—a theory that answers all questions. 
 
 
 
There is so much that we don't know. This book is up front about our ignorance and spends some time dispelling some of the more popular theories. It then redirects the listener's attention to how we will actually move forward, by identifying things we don't yet understand and engaging with the experiments that will drive our comprehension. 
 
 
 
Einstein's Unfinished Dream explores the cutting-edge research of modern particle physicists that pushes us slowly towards a theory of everything. Marshalling decades of experience in distilling high-level scientific concepts, Lincoln invites listeners into the mysteries of dark matter, dark energy, matter/antimatter asymmetry, quark and lepton flavor, and other phenomena that have puzzled humanity for centuries.

Mostra libro

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.

Mostra libro

Multi-Billion-Dollar Pet Food Fraud

Dr. Tom Lonsdale

Based on keen observation over a lifetime of veterinary practice, Dr Tom Lonsdale gives us the tools to keep our pets healthy. The early chapters reveal essential dietary information—the foundation of good health for all species.Recounting testimonials from grateful pet owners, Tom describes the failings of modern veterinary practice. We learn how veterinary schools brainwash young vets. He helps us identify how most vets selectively disregard scientific facts as they push pet food industry propaganda costing our pets their lives and costing us $billions. Tom’s writings inspire confidence. We learn simple ways to care for our pets leading to huge savings on vet bills.Relying on rock-solid evidence, Tom presents a withering critique of the junk pet food/veterinary alliance. He helps us see through the smokescreens of misinformation and the false and misleading pet food ads. He shows how the media, government regulators and people in high places share responsibility for the multi-billion-dollar pet food fraud.

Mostra libro

Unlearning Helplessness - A...

Dan Crown

Unlearning Helplessness: A Guide to Reclaiming Your Powerby Dan CrownIn a world where negativity, fear, and a sense of powerlessness often dominate our lives, Unlearning Helplessness: A Guide to Reclaiming Your Power by Dan Crown is a beacon of hope and empowerment. This book is not just another self-help guide; it's a transformative journey aimed at helping readers break free from the chains of learned helplessness—the belief that they are unable to influence or change their own lives.Dan Crown draws on psychological insights, personal experiences, and practical strategies to show readers how to regain control, build resilience, and rediscover the power that lies within. Whether you're struggling with career challenges, personal relationships, or internal obstacles, this book offers a path to reclaim your life.Main Themes of the Book:•Understanding Learned Helplessness: Crown begins by exploring the psychological concept of learned helplessness—how repeated exposure to negative situations can lead individuals to believe that they are powerless to change their circumstances. He dives deep into how this mindset can manifest in daily life, affecting mental health, relationships, and overall well-being.•The Power of Mindset: A key focus of the book is on the importance of mindset. Drawing from cognitive behavioral therapy (CBT), Crown emphasizes how shifting your thinking from a fixed, helpless perspective to one of growth and possibility is the foundation for reclaiming your power.•Reclaiming Control: Through practical exercises and case studies, the book offers readers tools to regain control over their thoughts, emotions, and actions. Crown shows how small, consistent changes in behavior can lead to significant improvements in confidence, self-efficacy, and life satisfaction.•Building Resilience: A major part of overcoming helplessness is building resilience—the ability to bounce back from adversity. Crown presents strategies for strengthening emotional

Mostra libro