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  • Time Series Algorithms Recipes

    Implement Machine Learning and Deep Learning Techniques with Python

    Series series Professional and Applied Computing (R0)
    This book teaches the practical implementation of various concepts for time series analysis and modeling with Python through problem-solution-style recipes, starting with data reading and preprocessing.It begins with the fundamentals of time series forecasting using statistical modeling methods like AR (autoregressive), MA (moving-average), ARMA (autoregressive moving-average), and ARIMA ... Leer más

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  • Applied Recommender Systems with Python

    Build Recommender Systems with Deep Learning, NLP and Graph-Based Techniques

    Series series Professional and Applied Computing (R0)
    This book will teach you how to build recommender systems with machine learning algorithms using Python. Recommender systems have become an essential part of every internet-based business today.You'll start by learning basic concepts of recommender systems, with an overview of different types of recommender engines and how they function. Next, you will see how to build recommender systems with ... Leer más

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  • Applied Generative AI for Beginners

    Practical Knowledge on Diffusion Models, ChatGPT, and Other LLMs

    Series series Professional and Applied Computing (R0)
    This book provides a deep dive into the world of generative AI, covering everything from the basics of neural networks to the intricacies of large language models like ChatGPT and Google Bard. It serves as a one-stop resource for anyone interested in understanding and applying this transformative technology and is particularly aimed at those just getting started with generative AI.Applied ... Leer más

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  • Natural Language Processing Projects

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    Series series Professional and Applied Computing (R0)
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  • Software Engineering & Object Oriented Modeling

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  • Learning Data Mining with Python

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