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
Ultimate Neural Network Programming with Python - Create Powerful Modern AI Systems by Harnessing Neural Networks with Python Keras and TensorFlow - cover

Ultimate Neural Network Programming with Python - Create Powerful Modern AI Systems by Harnessing Neural Networks with Python Keras and TensorFlow

Vishal Rajput

Maison d'édition: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Synopsis

Master Neural Networks for Building Modern AI Systems.?Book DescriptionThis book is a practical guide to the world of Artificial Intelligence (AI), unraveling the math and principles behind applications like Google Maps and Amazon. The book starts with an introduction to Python and AI, demystifies complex AI math, teaches you to implement AI concepts, and explores high-level AI libraries.Throughout the chapters, readers are engaged with the book through practice exercises and supplementary learning. The book then gradually moves to Neural Networks with Python before diving into constructing ANN models and real-world AI applications. It accommodates various learning styles, letting readers focus on hands-on implementation or mathematical understanding.This book isn't just about using AI tools; it's a compass in the world of AI resources, empowering readers to modify and create tools for complex AI systems. It ensures a journey of exploration, experimentation, and proficiency in AI, equipping readers with the skills needed to excel in the AI industry.Table of Contents1. Understanding AI History2. Setting up Python Workflow for AI Development3. Python Libraries for Data Scientists4. Foundational Concepts for Effective Neural Network Training5. Dimensionality Reduction, Unsupervised Learning and Optimizations6. Building Deep Neural Networks from Scratch7. Derivatives, Backpropagation, and Optimizers8. Understanding Convolution and CNN Architectures9. Understanding the Basics of TensorFlow and Keras10. Building End-to-end Image Segmentation Pipeline11. Latest Advancements in AI      Index
Disponible depuis: 11/04/2023.

D'autres livres qui pourraient vous intéresser

  • Biology for Students - The Only Biology Study Guide You'll Ever Need to Ace Your Course - cover

    Biology for Students - The Only...

    Leonel Travers

    • 0
    • 0
    • 0
    Are you about to go into a biology class and want to be prepared for all the material inside? Or maybe your in a bio 101 class and you need help understanding some of concepts. 
    Inside this book you will be given a thorough breakdown of all the fundamentals of biology from the simple one to the complex ones. Every single chapter has practice questions and answers to make sure you've really understood everything. 
    Inside, you will discover...Cell reproductionGeneticsCell respiration and photosynthesisCell transport and communicationsVirusesThe structure of matterAnd much, much more... 
    Grab your copy today by clicking the "Buy Now" button above.
    Voir livre
  • Navigating the Complexities of Stroke - cover

    Navigating the Complexities of...

    MD FAAN Louis R. Caplan

    • 0
    • 0
    • 0
    Navigating the Complexities of Stroke provides a practical guide for the lay public and medical professionals. Dr. Louis R. Caplan, one of the world's leading experts, guides listeners through the subject in a straightforward and accessible manner. He turns to the mechanics of the stroke itself, discussing the complexities of the two major kinds and the resulting damage. Caplan offers information and advice that listeners will find useful: the medical conditions and other factors that create risk, stroke symptoms, abnormalities that doctors look for, tests available to evaluate strokes, complications and disabilities that can result, and the paths of treatment and rehabilitation. He offers real-life cases of victims and their families that demonstrate successful recovery, but also reveal the sometimes troubling impact of strokes on survivors and their families, who can suffer frustration and demoralization that the medical profession often overlooks in its biological focus. Caplan also examines strokes in children and young adults, who are often neglected in literature that is largely aimed at seniors. 
     
     
     
    Navigating the Complexities of Stroke empowers victims, families, and general medical providers. It puts in listeners' hands the knowledge necessary to avoid strokes, address them quickly, and recover, so they won't lose heart when it is needed most.
    Voir livre
  • The Jay The Beech and the Limpetshell - Finding Wild Things With My Kids - cover

    The Jay The Beech and the...

    Richard Smyth

    • 0
    • 0
    • 0
    'Generous, moving and alive. A gift' - Tim Dee, author of Greenery
    'Intelligent, thought-provoking and always, always interesting' - Cal Flyn, author of Islands of Abandonment
    'Smyth writes with warmth and engaging perception about our relationship and understanding of the natural world on our doorsteps' - Jon Dunn, author of The Glitter in the Green
    'Fresh and tender and playful' - Patrick Galbraith, author of In Search of One Last Song
    Weren't they richer, rock pools, wasn't the seashore busier, when I was a kid?
    
    Richard Smyth had always been drawn to the natural world, but when he became a father he found a new joy and a new urgency in showing his kids the everyday wild things around them. As he and his children explore rockpools in Whitley Bay, or the woods and moors near his Yorkshire home, he imagines the world they might inhabit as they grow up.
    
    Through different objects discovered on their wanderings - a beech leaf, a jay feather, a limpetshell - Smyth examines his own past as well as that of the early natural historians, weaving together history, memoir, and environmentalism to form a new kind of nature writing: one that asks both what we have lost, and what we have yet to find.
    Voir livre
  • Mastering Time Series Analysis and Forecasting with Python - Bridging Theory and Practice Through Insights Techniques and Tools for Effective Time Series Analysis in Python - cover

    Mastering Time Series Analysis...

    Sulekha Aloorravi

    • 0
    • 0
    • 0
    Decode the language of time with Python. Discover powerful techniques to analyze, forecast, and innovate.
    Book Description
    "Mastering Time Series Analysis and Forecasting with Python" is an essential handbook tailored for those seeking to harness the power of time series data in their work.The book begins with foundational concepts and seamlessly guides readers through Python libraries such as Pandas, NumPy, and Plotly for effective data manipulation, visualization, and exploration. Offering pragmatic insights, it enables adept visualization, pattern recognition, and anomaly detection.
    
    Advanced discussions cover feature engineering and a spectrum of forecasting methodologies, including machine learning and deep learning techniques such as ARIMA, LSTM, and CNN. Additionally, the book covers multivariate and multiple time series forecasting, providing readers with a comprehensive understanding of advanced modeling techniques and their applications across diverse domains.Readers develop expertise in crafting precise predictive models and addressing real-world complexities. Complete with illustrative examples, code snippets, and hands-on exercises, this manual empowers readers to excel, make informed decisions, and derive optimal value from time series data.
    
    Table of Contents
    1. Introduction to Time Series
    2. Overview of Time Series Libraries in Python
    3. Visualization of Time Series Data
    4. Exploratory Analysis of Time Series Data
    5. Feature Engineering on Time Series
    6. Time Series Forecasting – ML Approach Part 1
    7. Time Series Forecasting – ML Approach Part 2
    8. Time Series Forecasting - DL Approach
    9. Multivariate Time Series, Metrics, and Validation      
    Index
    Voir livre
  • Time Series Feature Engineering - Comprehensive Guide to Extracting Insights from Temporal Data - cover

    Time Series Feature Engineering...

    Simon Winston

    • 0
    • 0
    • 0
    This comprehensive guide is your key to unraveling the mysteries hidden within sequential data, whether you're navigating financial markets, predicting climate patterns, or optimizing business operations. 
    From seasoned data scientists to curious beginners, this book provides a rich exploration of time series feature engineering, demystifying the complexities of temporal data analysis. Dive into the intricacies of identifying trends, capturing seasonality, and decoding the hidden patterns that define time-varying phenomena. With practical examples, hands-on exercises, and real-world applications, you'll gain the skills to transform raw temporal data into actionable insights. 
    Discover the art of crafting meaningful features that empower your predictive models. Whether you're dealing with daily stock prices, hourly energy consumption, or monthly sales figures, "Temporal Insights" equips you with the knowledge to engineer features that resonate with the rhythm of your data. 
    "Time Series Feature Engineering" is your compass through the dynamic landscape of time series feature engineering. Whether you're aiming to forecast stock prices, predict customer demand, or optimize resource allocation, this book empowers you to harness the temporal dimension of data and extract meaningful insights that stand the test of time. Elevate your data science journey with the indispensable skills offered in " Time Series Feature Engineering: Unveiling Patterns and Trends through Time Series Feature Engineering." 
     
    Voir livre
  • The Microscopic World Inside and Around Us - cover

    The Microscopic World Inside and...

    Martin K. Ettington

    • 0
    • 0
    • 0
    We live surrounded by an invisible world which affects our lives in many ways.In this book we will take a journey from barely visible life, to cells, their structures, molecules, atoms, fundamental particles and even smaller.We will explore not just the facts about this small world, but also try to unearth interesting facts to ponder too.For example, what did paranormal investigators believe about the structure of atoms over one hundred years ago?And what particles or forces might be smaller than the standard building block particles we know about today?Also, what are the limitations of the standard model of subatomic particles?There are many things in the microscopic world which you might not expect.The journey from the small to the infinitely small starts here.
    Voir livre