¡Acompáñanos a viajar por el mundo de los libros!
Añadir este libro a la estantería
Grey
Escribe un nuevo comentario Default profile 50px
Grey
Suscríbete para leer el libro completo o lee las primeras páginas gratis.
All characters reduced
Mastering ChatGPT and Google Colab for Machine Learning - Automate AI Workflows and Fast-Track Your Machine Learning Tasks with the Power of ChatGPT Google Colab and Python - cover

Mastering ChatGPT and Google Colab for Machine Learning - Automate AI Workflows and Fast-Track Your Machine Learning Tasks with the Power of ChatGPT Google Colab and Python

Rosario Moscato

Editorial: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopsis

Learn how to harness the power of ChatGPT to streamline data analysis, accelerate model development, and unlock innovative solutions to real-world problems. 
Book Description
Unlock the future of machine learning by mastering Google Colab, trusted by over 5 million data scientists, and ChatGPT, powering 100 million users worldwide. This book bridges the latest in AI with practical, hands-on applications for data science. 
With these game-changing tools at your command, you’ll be able to streamline complex workflows, automate tedious tasks, and propel your AI skills to new heights—making machine learning faster, smarter, and more accessible than ever before. 
Each chapter unfolds a specific aspect of data science and machine learning, seamlessly integrated with ChatGPT’s free version capabilities. The foundational chapters introduce key machine learning concepts, while advanced sections explore topics such as natural language processing, sentiment analysis, and predictive analytics—all illustrated with real-world examples and interactive exercises. 
Table of Contents

1. Introduction to ChatGPT
2. ChatGPT for Data Science and Machine Learning
3. Fundamentals of Statistics for Data Science
4. Missing Values and Outliers
5. Relation Between Variables and Charts
6. Data Preparation
7. Training and Evaluation
8. Fine Tuning, Features Selection, and Final Model
9. Data Preparation and Training
10. Fine Tuning and Final Model
11. Data Analysis and Dataset Manipulation (NLP)
12. Sentiment Analysis and Predictions
13. ChatGPT-4 for a Completely Automated Data Science Workload
14. Customizing GPT for Applications
15. Takeaways and Conclusions   
Index
Disponible desde: 20/09/2024.

Otros libros que te pueden interesar

  • Stiff: Book Summary & Analysis - cover

    Stiff: Book Summary & Analysis

    Briefly Summaries

    • 0
    • 0
    • 0
    This is a concise summary and analysis of Stiff, by Mary Roach. It is not the original book and is not affiliated with or endorsed by Mary Roach. Ideal for those seeking a quick and insightful overview.
     
    A fascinating and darkly humorous exploration of what happens to human bodies after death. This book delves into the many roles cadavers have played in advancing science, medicine, and even forensic investigations. From crash tests to medical dissections, the narrative combines scientific curiosity with wit, revealing the unexpected contributions of the deceased to the living world.
    Ver libro
  • Supermassive Black Hole - A Guide to Galactic Black Holes and the Universe - cover

    Supermassive Black Hole - A...

    Steff Jaywan

    • 0
    • 0
    • 0
    A black hole is a region in space where the gravitational pull is so strong that nothing, not even light, can escape from it. This occurs when a massive amount of matter is compressed into a very small area, creating a powerful gravitational field. 
    Black holes form through various processes that involve the collapse of massive astronomical objects and the merging of smaller black holes. One primary method is the stellar collapse. Stars, during their lifecycle, fuse hydrogen into helium in their cores. When the hydrogen is depleted, they begin fusing heavier elements until iron is produced. For stars more than 20 times the mass of the Sun, the end of this fusion process leads to a supernova explosion. The core of the star collapses rapidly due to gravity, and if the core's mass is sufficiently large (typically more than about three times the mass of the Sun), it will continue collapsing into a singularity, forming a stellar-mass black hole. 
      
    Another way black holes can form is through accretion and growth. A compact object like a neutron star or a white dwarf can accumulate matter from a companion star or its surroundings. As this matter accumulates, the mass of the compact object increases, and it may eventually reach a critical mass where it collapses into a black hole.
    Ver libro
  • Welcome to the Metaverse - Unlocking the Potential of Virtual Worlds - cover

    Welcome to the Metaverse -...

    David L. Shrier

    • 0
    • 0
    • 0
    The metaverse. That term elicits a wide range of ideas and opinions. For many, it represents the next evolutionary phase of the internet—a fully immersive, digital universe where people can interact, work, and play in virtual environments. For others, it's yet another overhyped technology. So what is it, exactly? And what will its impact be? 
     
     
     
    While speculation and predictions about the metaverse are varied, one thing is clear: it is impacting the world of business as well as people's lives, and it will continue to do so in the future. The global metaverse market is predicted to be worth about $1 trillion by 2030, with over two billion users participating in some form of immersive experience. 
     
     
     
    There's a reason why companies are investing heavily in spatial computing and why platforms like Roblox are thriving. The metaverse, along with the technologies that underpin it, is still evolving, but it will eventually offer more ways for people to experience the world and each other. 
     
     
     
    In Welcome to the Metaverse, David Shrier, a world-leading futurist and the author of Welcome to AI, offers an entertaining look at the potential uses and impacts of this virtual space on business and life.
    Ver libro
  • The Book of Field and Roadside - Open-Country Weeds Trees and Wildflowers of Eastern North America - cover

    The Book of Field and Roadside -...

    John Eastman

    • 0
    • 0
    • 0
    The acclaimed nature writer continues his series exploring the fact and folklore of American plant life with this beautifully illustrated volume. In The Book of Field and Roadside, John Eastman explores the botanical life of open dryland habitats. Picking up where typical field guides leave off, this handy reference takes an ecological approach, providing complete descriptions of eighty-five plants (from Ailanthus to Yucca) found in fields, open meadows, and along roadsides, as well as wildlife communities associated with them.  Written in an engaging manner, this book helps readers identify dryland plants, discusses what other organisms, plant and animal, might be found in the same area, and explains why. The informative text is enhanced by beautifully detailed illustrations by nature artist Amelia Hansen.
    Ver libro
  • Teaching Primary Programming with Scratch Pupil Book Year 3 - cover

    Teaching Primary Programming...

    Phil Bagge

    • 0
    • 0
    • 0
    Scratch teaching and learning made easy thanks to up-to-date, classroom-tested methodologies. Draws on the expertise of Code-IT and HIAS.
    Ver libro
  • How To Improve Your Social Media Habits - A Simple Path To Spending Your Time Online The RIGHT Way! - cover

    How To Improve Your Social Media...

    Geordan Richardson

    • 0
    • 0
    • 0
    Are you spending hours a day on social media? 
    Are you frustrated and fed up with the time you waste online? 
    Maybe you would love to learn easy steps you can take to reduce your screen time and use social media the RIGHT way. 
    'How to Improve Your Social Media Habits' is not a book that will tell you to: 
    ‘Avoid social media at all costs!’ 
    For 99% of people, this will not work. 
    Instead, this book will:Highlight the obvious and not-so-obvious negative effects of social media.Outline the positive effects of social media; you can use the platforms for much more than mindless scrolling.Show how small improvements can make a monumental difference in your social media life.Show you two very different sides to social media and force the reader to question; 
    ‘Am I a Stu or a Stephen?' 
    Ready to turn into a savvy sophisticated social media user? 
    If so, scroll to the top of the page now and click the 'BUY NOW' button!
    Ver libro