Junte-se a nós em uma viagem ao mundo dos livros!
Adicionar este livro à prateleira
Grey
Deixe um novo comentário Default profile 50px
Grey
Assine para ler o livro completo ou leia as primeiras páginas de graça!
All characters reduced
Ultimate Parallel and Distributed Computing with Julia For Data Science - Excel in Data Analysis Statistical Modeling and Machine Learning by leveraging MLBasejl and MLJjl to optimize workflows - cover
LER

Ultimate Parallel and Distributed Computing with Julia For Data Science - Excel in Data Analysis Statistical Modeling and Machine Learning by leveraging MLBasejl and MLJjl to optimize workflows

Nabanita Dash

Editora: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopse

Unleash Julia’s power: Code Your Data Stories, Shape Machine Intelligence!
Book Description
This book takes you through a step-by-step learning journey, starting with the essentials of Julia's syntax, variables, and functions. You'll unlock the power of efficient data handling by leveraging Julia arrays and DataFrames.jl for insightful analysis. Develop expertise in both basic and advanced statistical models, providing a robust toolkit for deriving meaningful data-driven insights. The journey continues with machine learning proficiency, where you'll implement algorithms confidently using MLJ.jl and MLBase.jl, paving the way for advanced data-driven solutions. Explore the realm of Bayesian inference skills through practical applications using Turing.jl, enhancing your ability to extract valuable insights. The book also introduces crucial Julia packages such as Plots.jl for visualizing data and results.
The handbook culminates in optimizing workflows with Julia's parallel and distributed computing capabilities, ensuring efficient and scalable data processing using Distributions.jl, Distributed.jl and SharedArrays.jl. This comprehensive guide equips you with the knowledge and practical insights needed to excel in the dynamic field of data science and machine learning.
Table of Contents
1. Julia In Data Science Arena
2. Getting Started with Julia
3. Features Assisting Scaling ML Projects
4. Data Structures in Julia
5. Working With Datasets In Julia
6. Basics of Statistics
7. Probability Data Distributions
8. Framing Data in Julia
9. Working on Data in DataFrames
10. Visualizing Data in Julia
11. Introducing Machine Learning in Julia
12. Data and Models
13. Bayesian Statistics and Modeling
14. Parallel Computation in Julia
15. Distributed Computation in Julia
Index
Disponível desde: 01/03/2024.

Outros livros que poderiam interessá-lo

  • YouTube’s Algorithm Explained - cover

    YouTube’s Algorithm Explained

    Introbooks Team

    • 0
    • 0
    • 0
    Unlock the Secrets Behind YouTube's Algorithm! Dive into the inner workings of the world's most influential video platform with 'YouTube's Algorithm Explained.' From viral sensations to recommended content, this book unravels the mysterious formulas shaping our online experiences. Discover how views, likes, and shares translate into digital success, and learn to navigate the complexities of content creation in the age of algorithms. Whether you're a creator striving for visibility or a curious user seeking insights, this book is your guide to mastering the YouTube game.
    Ver livro
  • Awkward - The Science of Why We're Socially Awkward and Why That's Awesome - cover

    Awkward - The Science of Why...

    Ty Tashiro

    • 0
    • 0
    • 0
    In the vein of Quiet and The Geeks Shall Inherit the Earth comes this illuminating look at what it means to be awkward—and how the same traits that make us socially anxious and cause embarrassing faux pas also provide the seeds for extraordinary success. 
    As humans, we all need to belong. While modern social life can make even the best of us feel gawky, for roughly one in five of us, navigating its challenges is consistently overwhelming—an ongoing maze without an exit. Often unable to grasp social cues or master the skills and grace necessary for smooth interaction, we feel out of sync with those around us. Though individuals may recognize their awkward disposition, they rarely understand why they are like this—which makes it hard for them to know how to adjust their behavior. 
    Psychologist and interpersonal relationship expert Ty Tashiro knows what it’s like to be awkward. Growing up, he could do math in his head and memorize the earned run averages of every National League starting pitcher. But he couldn’t pour liquids without spilling and habitually forgot to bring his glove to Little League games. In Awkward, he unpacks decades of research into human intelligence, neuroscience, personality, and sociology to help us better understand this widely shared trait. He explores its nature vs. nurture origins, considers how the awkward view the world, and delivers a welcome counterintuitive message: the same characteristics that make people socially clumsy can be harnessed to produce remarkable achievements.  
    Interweaving the latest research with personal tales and real world examples, Awkward offers reassurance and provides valuable insights into how we can embrace our personal quirks and unique talents to harness our awesome potential—and more comfortably navigate our complex world.
    Ver livro
  • ASMR Whisper Therapy and Hypnosis - cover

    ASMR Whisper Therapy and Hypnosis

    Whispering Voice

    • 0
    • 0
    • 0
    ASMR Whisper Therapy and Hypnosis is a transformative journey that combines the calming power of ASMR with the healing potential of hypnotherapy. As you listen to the soft, gentle whispers, you are guided into a deep state of relaxation where your subconscious mind can absorb therapeutic suggestions, helping to reduce stress, relieve anxiety, and bring emotional balance. Each whisper is designed to create a soothing atmosphere, allowing you to fully unwind and embrace a sense of peace. 
    This audiobook is perfect for anyone seeking to calm their mind, release negative emotions, and reset their energy. Whether you’re dealing with everyday stress, insomnia, or emotional overwhelm, ASMR Whisper Therapy and Hypnosis helps you enter a state of profound relaxation, opening the door to healing and self-discovery. The whispers guide you to let go of tension, gently leading you to a place of inner calm where you can truly rejuvenate. 
    Ideal for those who enjoy the sensory experience of ASMR and the transformative power of hypnosis, this audiobook offers an easy way to unwind after a long day, improve your emotional well-being, and restore your mental clarity. Surrender to the whispers, and allow your mind and body to reset, relax, and heal.
    Ver livro
  • The AI Engineering Bootcamp - Build Ship Share - cover

    The AI Engineering Bootcamp -...

    Greg Loughnane, Chris Alexiuk

    • 0
    • 0
    • 0
    In The AI Engineering Bootcamp: Build, Ship, Share, AI Makerspace cofounders "Dr. Greg" Loughnane and Chris "The Wiz" Alexiuk guide the listener through the foundational concepts and code needed to build production-grade Large Language Model (LLM) applications using leading open-source tooling. The book explains the four primary design patterns of generative AI―prompt engineering, Retrieval Augmented Generation (RAG), fine-tuning, and agentic reasoning―and how to leverage them as first principles to build scalable LLM applications that are high-performance and efficient. 
    You'll find classroom-tested lessons that offer immediate insights into building LLM applications, as well as example projects to give you hands-on experience that can be immediately applied within our company or with your clients today. The AI Engineering Bootcamp provides everything you need, from your initial AI-assisted Interactive Development Environment (IDE) set up and first deployment to the boilerplate Python code you need to prototype LLM, RAG, agent, and multi-agent applications. The book also covers how to prepare your prototypes for production by setting up open-source LLM and embedding model endpoints, leveraging caching for prompts and embeddings, what you need to host and deploy your application on premise, and more.
    Ver livro
  • The Fall Of Homo Digitalis - Impersonal Intimacy And New Relationships in The Digital Era - cover

    The Fall Of Homo Digitalis -...

    Brian Gibson

    • 0
    • 0
    • 0
    This audiobook is narrated by an AI Voice.  
    With unparalleled insight and a keen understanding of the digital revolution's impact on our lives, this book explores the rise of Homo Digitalis, a new era of human existence where screens, algorithms, and data have reshaped how we interact. 
    From the exhilarating thrill of swiping right to the troubling reality of social media-driven envy, this book delves into the paradox of our time: the paradox of impersonal intimacy. We've become experts at connecting with others across the globe, yet sometimes struggle to communicate with those closest to us. "The Fall of Homo Digitalis" explores how these unprecedented technological advancements have reshaped our understanding of love, friendship, and human connection. 
    Whether you're a digital native, a concerned parent, or anyone curious about the transformative power of technology on our relationships, this book is a must-read for all those seeking to comprehend the ever-shifting dynamics of love, intimacy, and human connection in the digital age. "The Fall of Homo Digitalis" mirrors our digital selves and guides us toward a more connected and authentic future.
    Ver livro
  • Without Helmets or Shoulder Pads - The American Way of Death in Football Conditioning - cover

    Without Helmets or Shoulder Pads...

    Irvin Muchnick

    • 0
    • 0
    • 0
    “Football’s massive popularity is undeniable, as are the many reasons players and fans are drawn to the game. But what is also undeniable is the game’s brutality and the troubling aspects of football culture at all levels. To whatever extent the reader shares Irv Muchnick’s perspective and conclusions, the evidence and arguments he presents deserve thoughtful attention.” — Bob Costas, Emmy Award–winning sportscaster 
    		 
    “Muchnick’s jeremiad digs deeper than ever into the greed and hypocrisy of high school and college football, and the trail of broken bodies left in their wake. His information on the perils of conditioning is essential reading and might save your kid’s life.” — Robert Lipsyte, author of The Contender and SportsWorld
    		 
    Football’s concussion crisis is well known, with our Hall of Fame heroes behaving erratically and dying young. But did you know that kid players across the continent die every year before a single ball is snapped — just from extreme conditioning drills directed by all-powerful coaches? And then, when the unimaginable happens, the football world simply buries the evidence, pays off victims’ families, and moves on …
    		 
    Without Helmets or Shoulder Pads presents the shocking stories of young men struck down by exertional heatstroke and other, often unacknowledged, causes. Taking the conversation about football and public health to a new level with investigations of the sport’s underreported worst tragedies and cover-ups it makes the case that no matter how much we enjoy America’s most popular sport at elite levels it belongs out of our public schools and off our public fields.
    Ver livro