{"product_id":"python-for-ai-and-data-analysis","title":"Python for AI and Data Analysis","description":"\u003cp\u003eNot a programmer by trade, but still want to use Python and AI in your day-to-day work? No problem! Learn how to use Python to analyze data, automate tasks, and work with models without getting bogged down by unnecessary busy work. You’ll learn about key tools like Visual Studio Code and Jupyter Notebooks and then jump straight into data analysis and visualization with NumPy, pandas, and Matplotlib. Hands-on examples will have you learning to clean, filter, and transform data, perform calculations, and create charts and interactive plots—right out of the gate!\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eA practical guide to Python for AI and data projects\u003c\/li\u003e\n\u003cli\u003eLearn to analyze and visualize data with NumPy, pandas, and Matplotlib\u003c\/li\u003e\n\u003cli\u003eUse AI and machine learning for predictive modeling, text analysis, and image recognition\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch6\u003eIn this book, you'll learn about:\u003c\/h6\u003e\u003col\u003e\n\u003cli\u003e\n\u003ch6\u003eData Analysis and Visualization\u003c\/h6\u003e\n\u003cp\u003eGet hands on with the Python data stack. Use NumPy and pandas to load, clean, filter, and transform data from CSV, Excel, JSON, and other formats. Then turn your results into compelling charts and interactive plots with Matplotlib.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003ch6\u003eMachine Learning and AI\u003c\/h6\u003e\n\u003cp\u003eApply the tools professionals use! Work through classical machine learning methods—linear regression, decision trees, clustering, and more—before moving into natural language processing, sentiment analysis, image classification, and deep learning.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAutomation and Real-World Applications\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eTake Python beyond analysis. Build lightweight web tools with Flask and Streamlit, scrape web pages, query databases, and automate recurring tasks—from PDF processing and document generation to scheduled data retrieval and email notifications.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ol\u003e\u003cp\u003e\u003cspan style=\"color: rgb(34, 34, 34); font-weight: 700;\"\u003eHighlights include:\u003c\/span\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003ePython fundamentals\u003c\/li\u003e\n\u003cli\u003eData analysis\u003c\/li\u003e\n\u003cli\u003eData visualization\u003c\/li\u003e\n\u003cli\u003eMachine learning\u003c\/li\u003e\n\u003cli\u003eNatural language processing\u003c\/li\u003e\n\u003cli\u003eText and sentiment analysis\u003c\/li\u003e\n\u003cli\u003eImage recognition and classification\u003c\/li\u003e\n\u003cli\u003eAPIs and web scraping\u003c\/li\u003e\n\u003cli\u003eDatabase access\u003c\/li\u003e\n\u003cli\u003eTask automation\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eAbout The Author\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eProf. Dr. Johannes Schildgen is a professor of databases, specializing in big data, at Ostbayerische Technische Hochschule (OTH) Regensburg (the Regensburg University of Applied Sciences). For nearly a decade, he has taught Python programming to students. As a keynote speaker, he regularly delivers engaging talks on digitalization, artificial intelligence, and other IT-driven future trends.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"SAP Press (Rheinwerk Publishing)","offers":[{"title":"Hardcover","offer_id":50506759831622,"sku":"9781493228928","price":4160.0,"currency_code":"INR","in_stock":true},{"title":"E-Book","offer_id":50506759864390,"sku":"9781493228935","price":5143.04,"currency_code":"INR","in_stock":true},{"title":"Combo","offer_id":50506759897158,"sku":"9781493228942","price":6613.04,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/Screenshot_2026-06-25_172346.png?v=1790332467","url":"https:\/\/cb-india.com\/products\/python-for-ai-and-data-analysis","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}