1st ed. Edition
by Sumit Raj (Author)
Embark on the journey of creating your own chatbot with the power of Python and an ensemble of open-source tools. Building Chatbots with Python offers a comprehensive introduction to the world of chatbots, including a detailed exploration of their architecture. This guide swiftly moves into the realm of natural language processing (NLP) by utilizing the Natural Language Toolkit (NLTK), setting the stage for you to craft a bespoke language processing framework tailored for your chatbot.
As you progress, the book unveils a variety of NLP techniques, enabling you to select the most effective approach for your needs. You will then venture into the development of a chatbot utilizing the API.ai platform, meticulously defining its intents and entities. This segment not only enhances your understanding of bot communication but also delves into crucial aspects of integration and deployment.
In its concluding chapter, Building Chatbots with Python equips you with the knowledge to construct, refine, and deploy your unique chatbot. Leveraging open-source libraries and sophisticated machine learning methodologies, you will master the prediction of your bot’s operational conditions and evolve a conversational agent as a web-based application. The culmination of your journey sees the deployment of your chatbot on a personal server using AWS.
What You Will Learn:
- Acquire fundamental insights into natural language processing with Python.
- Gather and condition data for training your chatbot.
- Develop your chatbot as an interactive web application from the ground up.
- Seamlessly integrate your chatbots with platforms like Facebook, Slack, and Telegram.
- Confidently deploy your chatbots on a personal server.
Who This Book Is For: This book is designed for intermediate Python developers eager to delve into the world of chatbots. Even those with a basic understanding of Python programming can leverage this book to gain a foothold in chatbot development.
From The Back Cover
Dive into the fascinating world of chatbot creation with Building Chatbots with Python, leveraging Python and an array of open-source tools. This insightful guide kicks off with a foundational introduction to chatbots, providing essential knowledge about their architecture. You’ll quickly progress to mastering natural language processing (NLP) using the Natural Language Toolkit (NLTK), enabling you to construct a tailored language processing framework for your chatbot.
Begin an exploratory journey through various NLP techniques, equipping you with the ability to select the most suitable one for your project. The adventure continues as you harness the capabilities of the API.ai platform to craft your chatbot, meticulously shaping its intents and entities. This hands-on example will not only teach you how to facilitate bot communication but also highlight critical aspects of its integration and deployment process.
In its climactic conclusion, Building Chatbots with Python empowers you to conceive, fine-tune, and launch your personalized chatbot. By tapping into open-source libraries and advanced machine learning strategies, you’ll become adept at forecasting your bot’s operational scenarios and crafting a conversational agent as a web-based application. Your journey culminates in the deployment of your chatbot on a personal server using AWS.
You Will Learn To:
- Grasp the essentials of natural language processing with Python.
- Harvest and condition data for your chatbot’s learning process.
- Architect your chatbot as a web application from inception.
- Seamlessly connect your chatbots with major platforms like Facebook, Slack, and Telegram.
- Confidently deploy your chatbots on a personal server.
About The Author
Sumit Raj is a passionate technologist whose heart lies in coding and crafting applications. A connoisseur of Python, his expertise spans across Machine Learning and Natural Language Processing, fields where he has made significant contributions with his belief in impactful coding practices that bolster company revenues.
Sumit Raj – Photo LinkedIn
With a versatile background encompassing Personal Finance Management, Real Estate, E-commerce, and Revenue Analytics, Sumit has played a pivotal role in developing scalable solutions across various sectors. His strategic input in the initial design and architecture has propelled numerous startups towards securing funding from prestigious investors and governmental bodies, showcasing his adeptness in leveraging cutting-edge technologies for high-volume internet and enterprise applications. His work focuses on scalability, performance enhancement, and cost optimization, reflecting his comprehensive experience in tech-driven solutions.
Beyond his professional achievements, Sumit is dedicated to mentoring, having guided over 1,000 students and professionals worldwide through online and offline platforms. His mentoring covers Python programming, Data Science, and career advice, reflecting his commitment to fostering the next generation of tech talent. An active participant in technical meetups, conferences, and workshops, Sumit’s enthusiasm also shines through in hackathons, where his problem-solving prowess has earned him numerous awards and recognitions.
A sought-after speaker, Sumit regularly shares his insights at top educational institutions in India and is a notable figure at PyLadies meetups, a community for female Python programmers led by a former director of the Python Software Foundation (PSF). His journey is not just about personal success but about inspiring and enabling others to explore the vast possibilities in the world of programming and technology.
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