Altri libri che potrebbero interessarti

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  Ultimate Machine Learning with...

  Parag Saxena

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  Master the Art of Data Munging and Predictive Modeling for Machine Learning with Scikit-Learn
  Book Description
  “Ultimate Machine Learning with Scikit-Learn” is a definitive resource that offers an in-depth exploration of data preparation, modeling techniques, and the theoretical foundations behind powerful machine learning algorithms using Python and Scikit-Learn.
  Beginning with foundational techniques, you'll dive into essential skills for effective data preprocessing, setting the stage for robust analysis. Next, logistic regression and decision trees equip you with the tools to delve deeper into predictive modeling, ensuring a solid understanding of fundamental methodologies. You will master time series data analysis, followed by effective strategies for handling unstructured data using techniques like Naive Bayes.
  Transitioning into real-time data streams, you'll discover dynamic approaches with K-nearest neighbors for high-dimensional data analysis with Support Vector Machines(SVMs). Alongside, you will learn to safeguard your analyses against anomalies with isolation forests and harness the predictive power of ensemble methods, in the domain of stock market data analysis.
  By the end of the book you will master the art of data engineering and ML pipelines, ensuring you're equipped to tackle even the most complex analytics tasks with confidence.
  Table of Contents
  1. Data Preprocessing with Linear Regression
  2. Structured Data and Logistic Regression
  3. Time-Series Data and Decision Trees
  4. Unstructured Data Handling and Naive Bayes
  5. Real-time Data Streams and K-Nearest Neighbors
  6. Sparse Distributed Data and Support Vector Machines
  7. Anomaly Detection and Isolation Forests
  8. Stock Market Data and Ensemble Methods
  9. Data Engineering and ML Pipelines for Advanced Analytics
  Index

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  The Ecommerce Growth Playbook -...

  Joshua S. Warren

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  The Ecommerce Growth Playbook distills twenty years of hard-won wins into one 300-plus-page field guide for mid-market brands that need faster sites, lighter tech debt, and stronger revenue. Author Joshua S. Warren—founder of global agency Creatuity and host of the Commerce Today podcast—has led more than 400 replatform and optimization projects, cutting page-load times by up to 70 percent and boosting conversions for farm-and-home chains, B2B wholesalers, and high-growth DTC startups alike. 
    
  Inside you get three playbooks in one: 
  – Customer Experience: remove hidden friction in speed, search, checkout, returns, and omnichannel. 
  – Ecommerce Technology: score and crush tech debt, plug real-time data plumbing, and decide when to go composable. 
  – Leadership and Org Design: build Growth Pods, run five-number scorecards, govern vendors, and keep delivery teams shipping. 
    
  Each chapter delivers a quick status check, five key KPIs, real case studies from brands like Best Buy, Disney, and Coucou Suzette, and a do-this-Monday action plan. A closing 90-Day Action Playbook stitches everything together so readers can move the metrics boards care about—conversion, AOV, repeat purchases, and deployment speed. 
    
  Perfect for B2B wholesalers, omnichannel retailers, and high-growth DTC companies ready to replatform or modernize their stack.

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  Data Structures for Beginners -...

  Brian Murray

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  "Data Structures for Beginners” is a comprehensive 3 in 1 guide for those who are new to programming and want to learn about data structures. Data structures are essential building blocks in computer science that help to manage and organize large amounts of data efficiently. 
  This book provides a clear and concise introduction to data structures and covers essential topics such as arrays, linked lists, stacks, queues, trees, and graphs. The book explains each data structure in detail and provides practical examples and exercises to help readers understand how they can be used in real-world applications. 
  In addition to covering the basics of data structures, the book also explores advanced topics such as algorithm analysis, hash tables, and sorting algorithms. The book also discusses best practices for choosing and implementing data structures in different scenarios, including memory constraints, time complexity, and other trade-offs. 
  Whether you are a beginner programmer or a seasoned developer looking to refresh your knowledge of data structures, this book is an excellent resource. With its easy-to-understand explanations and practical examples, Data Structures for Beginners will help you master the essential building blocks of efficient data management. 
   

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  We are what we listen to - The...

  Dr. Patricia Caicedo M.D.

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  In this groundbreaking union of art and science, soprano, musicologist, and physician Patricia Caicedo explores the connection between music-its performance, how we listen to it, why we enjoy it-and health.Drawing on the latest research and musical examples, Caicedo reveals:- How the brain works when you listen to and make music.- The relationship between rhythm, movement, and health.- The relationship between pleasure, emotion, and music.- How music has been a crucial element of the human experience since the beginning of the species and how it is fundamental for maintaining communities.- The importance of music in pain and death.- How music increases your creativity and produces happiness and a sense of purpose in life.We are what we listen to: the impact of music on individual health will attract readers of Oliver Sacks and David Byrne, as it is an unprecedented, transdisciplinary investigation that contextualizes the music and its effects on historical, scientific, and social levels. It is an essential book for music lovers and everybody seeking to improve their mental and physical health. 
  "This thoroughly researched written book results from a lifetime of careful study and wide experience. It contains revelations on virtually every page concerning the therapeutic benefits of music." Dr. Walter Clark, Professor of Musicology, University of California Riverside. 
  "I appreciate this book because it is written in a way that activates the reader's senses in a way that not only informs but efficiently urges us to participate creatively, letting the music do its magic to us." Alfons Karabuda, President International Music Council.

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  Fixer-Upper - How to Repair...

  Jenny Schuetz

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  Much ink has been spilled in recent years talking about political divides and inequality in the United States. But these discussions too often miss one of the most important factors in the divisions among Americans: the fundamentally unequal nature of the nation's housing systems. 
   
   
   
  And this divide deepens other inequalities. Increasingly, important life outcomes—performance in school, employment, even life expectancy—are determined by where people live and the quality of homes they live in. 
   
   
   
  Public policies enacted by federal, state, and local governments helped create and reinforce the bad housing outcomes endured by too many people. Taxes, zoning, institutional discrimination, and the location and quality of schools, roads, public transit, and other public services are among the policies that created inequalities in the nation's housing patterns. 
   
   
   
  Fixer-Upper is the first book assessing how the broad set of local, state, and national housing policies affect people and communities. It proposes practical policy changes than can make stable, decent-quality housing more available and affordable for all Americans in all communities.

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  Affirmations For a Healthy Gut...

  Ravina M Chandra

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  Ready to Break The Cycle of Negative Talk and Start Each Day Cultivating a Balanced Gut Instead of a Bloated Gut? 
  Whether you are tired of feeling negative all the time about your constant gut issues or you finally want to harmonize with your gut microbes and feel good again, Affirmations for a Healthy Gut Microbiome is your rapid results guide to focus your mind, rewire your brain, and achieve balance, harmony, and vitality your gut deserves. 
  The magic of affirmations is in the consistent, repetitive nature, not just saying them but seeing them, hearing them, touching them, and feeling them inside your body. You are not mastering your body but mastering your relationship with your body. Allow your body to flourish and transform into what it feels natural becoming. Your transformation will pleasantly surprise you once you connect to your body and show your microbiome love and nourishment. 
  With these guided affirmation sessions, a 20-minute morning session, and a 20-minute evening session, you will feel changes quickly as you connect and attune to your body instead of being out of sync and ignoring the messages it sends you. 
  In Affirmations For a Healthy Gut Microbiome, you will explore:The importance of kindness and self-care,How to rewire your brain for rapid results,Giving your body what it needs so it can release and fully express what it wants to become,Mastering your relationship with your body so it can flourish with gut vitality,How successful you will be with consistent habits both morning and evening, 
  Once you learn this secret to achieving balance and vitality in just 12 minutes, morning and evening, you won’t need anything else to have an optimal gut-brain connection.

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