{"product_id":"advanced-data-analytics-using-python-with-architectural-patterns-text-and-image-classification-and-optimization-techniques-9781484280041","title":"Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques","description":"\u003cp\u003e • Author(s): Sayan Mukhopadhyay\u003cbr\u003e • Publisher: Apress\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Information Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eUnderstand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using Python. This book covers architectural patterns in data analytics, text and image classification, optimization techniques, natural language processing, and computer vision in the cloud environment.\u003cbr\u003eGeneric design patterns in Python programming is clearly explained, emphasizing architectural practices such as hot potato anti-patterns. You'll review recent advances in databases such as Neo4j, Elasticsearch, and MongoDB. You'll then study feature engineering in images and texts with implementing business logic and see how to build machine learning and deep learning models using transfer learning. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eAdvanced Analytics with Python, 2nd edition \u003c\/i\u003efeatures a chapter on clustering with a neural network, regularization techniques, and algorithmic design patterns in data analytics with reinforcement learning. Finally, the recommender system in PySpark explains how to optimize models for a specific application. \u003c\/p\u003eYou will: \u003cbr\u003e\u003cul\u003e\n\u003cli\u003eBuild intelligent systems for enterprise\u003c\/li\u003e\n\u003cli\u003eReview time series analysis, classifications, regression, and clustering\u003c\/li\u003e\n\u003cli\u003eExplore supervised learning, unsupervised learning, reinforcement learning, and transfer learning \u003c\/li\u003e\n\u003cli\u003eUse cloud platforms like GCP and AWS in data analytics\u003c\/li\u003e\n\u003cli\u003eUnderstand Covers design patterns in Python \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45125594939543,"sku":"9781484280041","price":3125.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781484280041.webp?v=1767902326","url":"https:\/\/atlanticbooks.com\/products\/advanced-data-analytics-using-python-with-architectural-patterns-text-and-image-classification-and-optimization-techniques-9781484280041","provider":"Atlantic Books","version":"1.0","type":"link"}