Weitere Bücher, die Sie mögen werden

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  Ultimate Pandas for Data...

  Tahera Firdose

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  Unlock the power of Data Manipulation with Pandas.
  Book Description
  Unlock the power of Pandas, the essential Python library for data analysis and manipulation. This comprehensive guide takes you from the basics to advanced techniques, ensuring you master every aspect of pandas. You'll start with an introduction to pandas and data analysis, followed by in-depth explorations of pandas Series and DataFrame, the core data structures.
  Learn essential skills for data cleaning and filtering, and master grouping and aggregation techniques to summarize and analyze your data sets effectively. Discover how to reshape and pivot data, join and merge multiple datasets, and handle time series analysis.
  Enhance your data analysis with compelling visualizations using Matplotlib, and apply your knowledge in a real-world scenario by analyzing bank customer churn. Through hands-on examples and practical use cases, this book equips you with the tools to clean, filter, aggregate, reshape, merge, and visualize data effectively, transforming it into actionable insights.
  Table of Contents
  1. Introduction to Pandas and Data Analysis
  2. Pandas Series
  3. Pandas DataFrame
  4. Data Cleaning with Pandas
  5. Data Filtering with Pandas
  6. Grouping and Aggregating Data
  7. Reshaping and Pivoting in Pandas
  8. Joining and Merging Data in Pandas
  9. Introduction to Time Series Analysis in Pandas
  10. Visualization Using Matplotlib
  11. Analyzing Bank Customer Churn Using Pandas    
  Index

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  Excel - The Complete Ultimate...

  Kevin Clark

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  This book includes :Excel : The Ultimate Comprehensive Step-By-Step Guide to the Basics of Excel ProgrammingExcel : The Ultimate Comprehensive Step-by-Step Guide to Strategies in Excel Programming (Formulas, Shortcuts and Spreadsheets) 
  Have you ever wanted to know what you can do with excel? Did you know that you could use excel to learn more about trend lines? 
  Did you know you could use excel to learn more about your data? Well, if you want the answers to these questions you have come to the right place. 
  Excel is one of the most useful tools developed by Microsoft which can not only be used to store data, but also be used to analyze data. This book will shed some light on how you can use excel, and also share some tips on how you can become an expert. 
  Over the course of the book, you will gather information on:An introduction to VBAHow to Use Data From ExcelHow to Manipulate Data In ExcelWorking With Loops, Strings and Conditional StatementsCommon Mistakes for You to AvoidHow to add or delete rows and columns in a worksheetHow to sort data using multiple sort levelsSimple mathematical operations that can be performed in ExcelSome shortcuts in Excel 
  It is important to remember that one can only master Excel or any other tool if they practice. Yes, you will make mistakes and there may be times when you do not know what it is that you need to do to format a cell, modify the data in a cell or format a worksheet. This book will guide you and help you understand how you can use excel. 
  So, grab a copy of this book NOW.

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  Mastering Large Language Models...

  Raj R

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  A Comprehensive Guide to Leverage Generative AI in the Modern Enterprise
  Book Description
  “Mastering Large Language Models with Python” is an indispensable resource that offers a comprehensive exploration of Large Language Models (LLMs), providing the essential knowledge to leverage these transformative AI models effectively. From unraveling the intricacies of LLM architecture to practical applications like code generation and AI-driven recommendation systems, readers will gain valuable insights into implementing LLMs in diverse projects. Covering both open-source and proprietary LLMs, the book delves into foundational concepts and advanced techniques, empowering professionals to harness the full potential of these models. Detailed discussions on quantization techniques for efficient deployment, operational strategies with LLMOps, and ethical considerations ensure a well-rounded understanding of LLM implementation.
  Through real-world case studies, code snippets, and practical examples, readers will navigate the complexities of LLMs with confidence, paving the way for innovative solutions and organizational growth. Whether you seek to deepen your understanding, drive impactful applications, or lead AI-driven initiatives, this book equips you with the tools and insights needed to excel in the dynamic landscape of artificial intelligence.
  Table of Contents
  1. The Basics of Large Language Models and Their Applications
  2. Demystifying Open-Source Large Language Models
  3. Closed-Source Large Language Models
  4. LLM APIs for Various Large Language Model Tasks
  5. Integrating Cohere API in Google Sheets
  6. Dynamic Movie Recommendation Engine Using LLMs
  7. Document-and Web-based QA Bots with Large Language Models
  8. LLM Quantization Techniques and Implementation
  9. Fine-tuning and Evaluation of LLMs
  10. Recipes for Fine-Tuning and Evaluating LLMs
  11. LLMOps - Operationalizing LLMs at Scale
  12. Implementing LLMOps in Practice Using MLflow on Databricks
  13. Mastering the Art of Prompt Engineering
  14. Prompt Engineering Essentials and Design Patterns
  15. Ethical Considerations and Regulatory Frameworks for LLMs
  16. Towards Trustworthy Generative AI (A Novel Framework Inspired by Symbolic Reasoning)      
  Index

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  On Airs Waters and Places

  Hippocrates

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  On Airs, Waters, and Places is a treatise by Hippocrates in which he sets forth his ideas on the impact of climate and geography on human health. In particular, he believed that certain climates and types of terrain were more conducive to good health than others, and that people who lived in unhealthy environments were more likely to suffer from illness. Read in English, unabridged.

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  Smart Trader: The Psychology and...

  Anshumala Singh

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  Trading is often painted as a world of numbers, algorithms, and quick decisions. But behind the charts and tickers lies something much deeper—the mind of the trader. I have written The Smart Trader to explore this often overlooked aspect of trading, where psychology, discipline, and emotion meet strategy, risk, and execution. 
  Over the years, I’ve met countless traders who knew all the right strategies, had all the technical tools at their disposal, and yet, struggled to make consistent profits. Why? Because trading is not just about understanding the markets. It’s about understanding yourself. Success in trading is rooted in mastering your emotions, managing your impulses, and remaining disciplined through uncertainty. 
  This book is divided into two parts, each designed to guide you through this complex world. The first half focuses on the psychological principles that every trader must embrace—discipline, patience, risk management, and mindfulness. These traits are not only necessary for survival in the market but also for long-term success. 
  The second half transitions into the technical side of trading, where I explore the strategies that work in real-time intraday markets. But I won’t just be presenting these in a dry, technical manner. You’ll learn through the journeys of Bill, Elon, Steve, and Jeff—traders who each have their strengths and flaws, just like all of us. Their experiences are meant to be relatable, and through them, you’ll see how psychology and strategy blend together in the fast-paced world of derivatives and crypto trading. 
  Thank you for picking up The Smart Trader. Let’s begin the adventure.

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  Don Rodriguez: Chronicles of...

  Lord Dunsany

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  A coming of age story blended with a swashbuckling road trip through an mythical "golden age" of Spain. The titular character is excluded from the inheritance of the family castle on the grounds that given his expertise with sword and mandolin he should be able to win his own estate and bride. Setting out to achieve his place in the world, Rodriguez quickly acquires a Sancho Panza-like servant, Morano, and goes on to experience a series of adventures, often humorous, en route to his goal. Lord Dunsany, well known as an influence on J.R.R. Tolkein, H.P. Lovecraft, Ursula Le Guin, Neil Gaiman, and others, creates a world in which anything is possible, and all outcomes serve poetry and wonder first. (Wikipedia and Ed Humpal)

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