Web App Development Made Simple with Streamlit: A web developer’s guide to effortless web app development, deployment, and scalability
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This book is a comprehensive guide to the Streamlit open-source Python library and simplifying the process of creating web applications. Through hands-on guidance and realistic examples, you’ll progress from crafting simple to sophisticated web applications from scratch. This book covers everything from understanding Streamlit’s central principles, modules, basic features, and widgets to advanced skills such as dealing with databases, hashes, sessions, and multipages. Starting with fundamental concepts like operation systems virtualization, IDEs, development environments, widgets, scripting, and the anatomy of web apps, the initial chapters set the groundwork. You’ll then apply this knowledge to develop some real web apps, gradually advancing to more complex apps, incorporating features like natural language processing (NLP), computer vision, dashboards with interactive charts, file uploading, and much more. The book concludes by delving into the implementation of advanced skills and deployment techniques. By the end of this book, you’ll have transformed into a proficient developer, equipped with advanced skills for handling databases, implementing secure login processes, managing session states, creating multipage applications, and seamlessly deploying them on the cloud.
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
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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.
Natural Language Processing Cookbook: Step-by-step practical solution for unlocking the power of natural language processing potential
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Natural language processing (NLP) is revolutionizing how machines understand and interact with human language, creating powerful applications from chatbots to text analytics. This provides a practical, hands-on approach to mastering these technologies, making complex NLP concepts accessible through step-by-step recipes and real-world examples. This book walks you through the world of teaching computers to understand human language, starting with the basics and building up to advanced techniques. You will learn how to break down text into meaningful pieces, use Python programming to handle text data, and clean up messy text for analysis. The book shows you how computers can understand the meaning behind words using methods like word embeddings and BERT. You will discover how to identify parts of speech and recognize names of people and places in text, and how to sort text into different categories using ML. Advanced topics include finding hidden themes in document collections, building chatbots that can have conversations, and creating visual representations of text data. Throughout the book, practical Python examples help you implement these techniques while considering how to evaluate and deploy real-world NLP systems. By the time you complete this book, you will possess the technical proficiency to implement complete NLP pipelines from preprocessing to deployment. The recipe-based approach ensures you can immediately apply these techniques to solve real business problems.
POST-UMANI E NUOVI DEI: Piccola guida al possibile futuro che ci aspetta
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I nuovi sviluppi tecnologici potrebbero stravolgere completamente la nostra stessa essenza umana, trasformandoci in qualcosa di completamente diverso e nuovo.
Siamo sicuri che tra qualche decennio potremmo ancora essere considerati “esseri umani” a tutti gli effetti?
Il percorso che abbiamo intrapreso è sicuro e privo di pericoli oppure potrebbe portarci conseguenze drammaticamente disastrose?
Cosa ne sarà del nostro rapporto con la natura. Continueremo a farne parte o ne diventeremo un “oggetto estraneo”?
In questo volumetto snello ma denso di argomenti e concetti attualissimi, che spesso precorrono i tempi, ci interroghiamo su come sarà il nostro futuro tra non molti anni e soprattutto come potrebbe diventare l’uomo, provando a considerare le implicazioni pratiche, etiche, religiose e gli effetti che i cambiamenti potrebbero avere sulla vita e la morte stessa.
Robocrazia
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Un futuro non troppo lontano. Uomini dall’umanità spesso azzerata e macchine al vertice di una nuova società. Oppressione e rivolta, vita, morte e rinascita nell’eterno divenire delle cose.
Un mondo iper-tecnologico dove l’uomo non è più al centro dell’equilibrio sociale ma insegue e molto spesso combatte le creature che da lui fatalmente si sono affrancate: i robot.
Una narrazione snella e lucida, un romanzo che prova a descrivere gli anni che ci aspettano.
Questo e non solo è Robocrazia, il primo avvincente episodio di un affresco sul futuro dell’umanità.