Rejoignez-nous pour un voyage dans le monde des livres!
Ajouter ce livre à l'électronique
Grey
Ecrivez un nouveau commentaire Default profile 50px
Grey
Abonnez-vous pour lire le livre complet ou lisez les premières pages gratuitement!
All characters reduced
Python 3 for Machine Learning - Harness the Power of Python for Advanced Machine Learning Projects - cover

Python 3 for Machine Learning - Harness the Power of Python for Advanced Machine Learning Projects

Mercury Learning and Information, Oswald Campesato

Maison d'édition: Packt Publishing

  • 0
  • 0
  • 0

Synopsis

This book introduces basic Python 3 programming concepts related to machine learning. The first four chapters provide a fast-paced introduction to Python 3, NumPy, and Pandas. The fifth chapter covers fundamental machine learning concepts. The sixth chapter dives into machine learning classifiers, such as logistic regression, k-NN, decision trees, random forests, and SVMs. The final chapter includes material on natural language processing (NLP) and reinforcement learning (RL). Keras-based code samples supplement the theoretical discussion.The course begins with Python basics, including conditional logic, loops, functions, and collections. It then explores data manipulation with NumPy and Pandas. The journey continues with an introduction to machine learning, focusing on essential concepts and classifiers. Advanced topics like NLP and RL are covered, ensuring a comprehensive understanding of machine learning.These concepts are crucial for developing machine learning applications. This book transitions readers from basic Python programming to advanced machine learning techniques, blending theory with practical skills. Appendices for regular expressions, Keras, and TensorFlow 2, along with companion files, enhance learning, making this an essential resource for mastering Python and machine learning.
Disponible depuis: 12/08/2024.
Longueur d'impression: 362 pages.

D'autres livres qui pourraient vous intéresser

  • Eyes in the Sky - Space Telescopes from Hubble to Webb - cover

    Eyes in the Sky - Space...

    Andrew May

    • 0
    • 0
    • 0
    Over 50 years ago, astronomers launched the world's first orbiting telescope. This allowed them to gaze further into outer space and examine anything that appears in the sky above our heads, from comets and planets to galaxy clusters and stars. Since then, almost 100 space telescopes have been launched from Earth and are orbiting our planet, with 26 still active and relaying information back to us. 
     
    As a result of these space-based instruments, such as NASA's iconic Hubble Space Telescope, we know much more about the universe than we did half a century ago. But why is Hubble, orbiting just 540 kilometres above the Earth, so much more effective than a ground-based telescope? How can a glorified camera tell us not only what distant objects look like, but their detailed chemical composition and three-dimensional structure as well? 
     
    In Eyes in the Sky, science writer Andrew May takes us on a journey into space to answer these questions and more. Looking at the development of revolutionary instruments, such as Hubble and the James Webb Space Telescope, May explores how such technology has helped us understand the evolution of the Universe.
    Voir livre
  • How to Be a Christian Influencer - Making Social Media a Social Ministry - cover

    How to Be a Christian Influencer...

    Jacqulyne Horbrook

    • 0
    • 0
    • 0
    Use Your Influence to Make a Lasting Kingdom Impact
    How to Be a Christian Influencer is a practical and inspiring guide for believers who want to shine brightly in a world that desperately needs light. Sharing knowledge she's gained from years of experience, Jacqulyne Horbrook emphasizes the power of social media as a tool for evangelism and equips Christians to effectively share the gospel and fulfill their God-given mission to reach the lost.
    Horbrook believes you can use social media to share your faith, connect with others, and make an impact—if you do it with intention, authenticity, and faith at the center. This isn't about chasing followers or trends; it's about using today's tools to build meaningful relationships, share your faith, and genuinely help others succeed. Whether you're new to social media or already have a platform, this resource provides actionable strategies and biblical insights to help you use your influence to make an eternal impact in today's digital age.
    What you'll find in How to Be a Christian Influencer:
    
    -
    Social Media as a Ministry Tool—Social media isn't just for entertainment or self-promotion; it's a powerful tool for outreach and sharing your faith in a way that connects with people authentically and meaningfully.
    -
    Authenticity Is Key—You don't have to compromise who you are or your values to be influential. In fact, staying true to your faith and being genuine is what will resonate most with others.
    -
    Practical Strategies for Success—Building influence isn't about luck or chance; it's about having the right strategies. You'll walk away with actionable steps you can implement immediately, from content creation to engagement and more.
    -
    Faith-Centered Influence—At its core, this isn't just about being an influencer; it's about using your influence to glorify God and positively impact others.
    -
    Empowerment to Make an Impact—Your voice matters and you are capable of making a difference, no matter what your current following is.
    This book is more than just a guide—it's an invitation to step into your purpose and make an impact. Whether you're just starting out on social media or you've been at it for a while, this book meets you where you are and helps you grow. It's packed with practical tips, real-life examples, and encouragement to keep you motivated along the way. You'll finish this book feeling empowered, equipped, and ready to use your influence for something greater than yourself. This isn't just about social media; it's about changing lives and making a difference for the kingdom.
    Please refer to the supplemental PDF for any accompanying materials.
    Voir livre
  • Radiolab Greatest Hits Vol 3 - Space - cover

    Radiolab Greatest Hits Vol 3 -...

    Lulu Miller, Latif Nasser

    • 0
    • 0
    • 0
    Radiolab is one of the most popular and longest-running shows produced by WNYC, with over 2 million weekly listeners across public radio and podcasting.  
    Radiolab is on a curiosity bender. We ask deep questions and use investigative journalism to get the answers. A given episode might whirl you through science, legal history, and into the home of someone halfway across the world. The show is known for innovative sound design, smashing information into music. It is hosted by Lulu Miller and Latif Nasser. 
    VOLUME 3: SPACE 
    “Bit Flip” - What do a hacked Belgian election, a falling airplane, and a fleet of runaway cars all have in common? The answer just might lie in the stars. 
    Terrestrials: “The Unimaginable” (Radiolab for Kids) - An invisible entity journeys to Planet Earth and literally rocks our world. 
    “The Middle of Everything Ever” - We all have moments when, facing the future or staring into the vastness of space, we feel small. But are we small? One listener asked us to find out. 
    “Mixtapes to the Moon” - They promised to change you. They ended up changing all of us. On July 20, 1969, humanity watched as Neil Armstrong stepped foot on the moon. 
    “The Moon Itself” - On Monday, April 8, 2024, for a large swath of North America, the sun disappeared, in the middle of the day. In this episode, we stop treating the moon like a bit player in this epic cosmic event and place it center stage. 
    “The Distance of the Moon” - How far is the moon, really? Could you get there with a ladder? A live event reading hosted by Radiolab and Selected Shorts.
    Voir livre
  • Pregnant While Black - Advancing Justice for Maternal Health in America - cover

    Pregnant While Black - Advancing...

    MD Monique Rainford

    • 0
    • 0
    • 0
    A tragedy is unfolding all around us and is receiving well overdue attention. Black women are three times more likely to die from pregnancy than their white peers. But Dr. Monique Rainford is working to better understand these disparities and do something about them. 
     
     
     
    Pregnant While Black is a hopeful exploration of the issues pregnant Black women face in America. In this book, Dr. Rainford draws on over twenty years of experience working in obstetrics and gynecology to offer a primer on Black pregnancies and how to better care for them. She shares the successes and testimonies of Black women who have struggled during pregnancy and childbirth, anchoring the stories of these women with carefully researched facts. Despite medical advances over the last twenty years, for Black women, the overwhelming dangers of carrying and delivering children remain and it only seems to be getting worse. 
     
     
     
    In Pregnant While Black, Rainford begins the work of "repairing the damage of the past" with an examination of the conditions that plague Black pregnancies. This important book carries the hopes and dreams of a generation looking to effect change, here and now.
    Voir livre
  • Flyfishing the High Country - cover

    Flyfishing the High Country

    John Gierach

    • 0
    • 0
    • 0
    ● Tactics for fishing high country lakes, the conflicting currents of high mountain streams, and the ever-changing waters of beaver ponds 
     
     
     
    ● Cutthroats, brook trout, goldens, rainbows, grayling 
     
     
     
    ● The best weather and seasons to fish and the tackle and flies to take into the high country 
     
     
     
    "The mountains—any mountains—can make you pay for your fishing with time, shoe leather, exertion, and even disappointment. But they usually give back more than they take in terms of solitude and a sense of adventure that you just won't find on more civilized waters." —John Gierach 
     
     
     
    Fly-fishing in scenic and remote mountain waters is a special kind of fishing, explored in depth by veteran fly fisher John Gierach. Along with Fly Fishing Small Streams, this guide, Gierach's first book, explains how to find the best waters and how to fish them to the best advantage.
    Voir livre
  • AI - Unexplainable Unpredictable Uncontrollable - cover

    AI - Unexplainable Unpredictable...

    PhD Roman V. Yampolskiy

    • 0
    • 0
    • 0
    Delving into the deeply enigmatic nature of Artificial Intelligence (AI), AI: Unexplainable, Unpredictable, Uncontrollable explores the various reasons why the field is so challenging. Written by one of the founders of the field of AI safety, this book addresses some of the most fascinating questions facing humanity, including the nature of intelligence, consciousness, values, and knowledge. 
     
    Moving from a broad introduction to the core problems, such as the unpredictability of AI outcomes or the difficulty in explaining AI decisions, this book arrives at more complex questions of ownership and control, conducting an in-depth analysis of potential hazards and unintentional consequences. The book then concludes with philosophical and existential considerations, probing into questions of AI personhood, consciousness, and the distinction between human intelligence and artificial general intelligence (AGI). 
     
    Bridging the gap between technical intricacies and philosophical musings, AI: Unexplainable, Unpredictable, Uncontrollable appeals to both AI experts and enthusiasts looking for a comprehensive understanding of the field, while also being written for a general audience with minimal technical jargon.
    Voir livre