Bücher von Allan Ramsay

Kickstart your emotion analysis journey with this step-by-step guide to data science successKey Features:- Discover the inner workings of the end-to-end emotional analysis workflow- Explore the use of various ML models to derive meaningful insights from data- Hone your craft by building and tweaking complex emotion analysis models with practical projects- Purchase of the print or Kindle book includes a free PDF eBookBook Description:Artificial intelligence and machine learning are the technologies of the future, and this is the perfect time to tap into their potential and add value to your business. Machine Learning for Emotion Analysis in Python helps you employ these cutting-edge technologies in your customer feedback system and in turn grow your business exponentially.With this book, you'll take your foundational data science skills and grow them in the exciting realm of emotion analysis. By following a practical approach, you'll turn customer feedback into meaningful insights assisting you in making smart and data-driven business decisions.The book will help you understand how to preprocess data, build a serviceable dataset, and ensure top-notch data quality. Once you're set up for success, you'll explore complex ML techniques, uncovering the concepts of deep neural networks, support vector machines, conditional probabilities, and more. Finally, you'll acquire practical knowledge using in-depth use cases showing how the experimental results can be transformed into real-life examples and how emotion mining can help track short- and long-term changes in public opinion.By the end of this book, you'll be well-equipped to use emotion mining and analysis to drive business decisions.What You Will Learn:- Distinguish between sentiment analysis and emotion analysis- Master data preprocessing and ensure high-quality input- Expand the use of data sources through data transformation- Design models that employ cutting-edge deep learning techniques- Discover how to tune your models' hyperparameters- Explore the use of naive Bayes, SVMs, DNNs, and transformers for advanced use cases- Practice your newly acquired skills by working on real-world scenariosWho this book is for:This book is for data scientists and Python developers looking to gain insights into the customer feedback for their product, company, brand, governorship, and more. Basic knowledge of machine learning and Python programming is a must.Table of Contents- Foundations- Building and Using a Dataset- Labelling Data- Preprocessing - Stemming, Tagging, and Parsing- Sentiment Lexicons and Vector-Space Models- Naïve Bayes- Support Vector Machines- Neural Networks and Deep Neural Networks- Exploring Transformers- Multiclassifiers- Case Study - The Qatar Blockade

The Ever Green - A Collection of Scots Poems is an unchanged, high-quality reprint of the original edition of 1876.Hansebooks is editor of the literature on different topic areas such as research and science, travel and expeditions, cooking and nutrition, medicine, and other genres. As a publisher we focus on the preservation of historical literature. Many works of historical writers and scientists are available today as antiques only. Hansebooks newly publishes these books and contributes to the preservation of literature which has become rare and historical knowledge for the future.

Thoughts on the Origin and Nature of Government - Occasioned by the late disputes between Great Britain and her American colonies. Written in the year 1766 is an unchanged, high-quality reprint of the original edition of 1769.Hansebooks is editor of the literature on different topic areas such as research and science, travel and expeditions, cooking and nutrition, medicine, and other genres. As a publisher we focus on the preservation of historical literature. Many works of historical writers and scientists are available today as antiques only. Hansebooks newly publishes these books and contributes to the preservation of literature which has become rare and historical knowledge for the future.

""The Gentle Shepherd: A Scotch Pastoral"" is a play written by Scottish poet Allan Ramsay. Set in the rural countryside of Scotland, the play tells the story of two young lovers, Peggy and Patie, who must overcome the obstacles of class and tradition to be together. Along the way, they encounter a cast of colorful characters, including a cunning matchmaker, a bumbling suitor, and a wise old shepherd who helps guide them on their journey. Through witty dialogue, charming songs, and a touch of romance, Ramsay captures the beauty and simplicity of Scottish rural life in the 18th century. This classic work of Scottish literature continues to be celebrated for its humor, warmth, and timeless themes of love and community.I'm born, O Patie, to an adverse fate! I'm born to strive with hardships sad and great. Tempests may cease to dash the rolling flood, The rav'n and fox to long for lambkin's blood: But I, opprest with never-ending grief, Must still despair of lighting on relief.This scarce antiquarian book is a facsimile reprint of the old original and may contain some imperfections such as library marks and notations. Because we believe this work is culturally important, we have made it available as part of our commitment for protecting, preserving, and promoting the world's literature in affordable, high quality, modern editions, that are true to their original work.

Told in the Coffee House - Turkish Tales is an unchanged, high-quality reprint of the original edition .Hansebooks is editor of the literature on different topic areas such as research and science, travel and expeditions, cooking and nutrition, medicine, and other genres. As a publisher we focus on the preservation of historical literature. Many works of historical writers and scientists are available today as antiques only. Hansebooks newly publishes these books and contributes to the preservation of literature which has become rare and historical knowledge for the future.