{"product_id":"pearson-foundational-python-for-data-science","title":"Pearson Foundational Python for Data Science","description":"\u003cp\u003e\u003cb\u003eData science and machine learning—\u003c\/b\u003etwo of the worlds hottest fields—are attracting talent from a wide variety of technical, business, and liberal arts disciplines. Python, the world's #1 programming language, is also the most popular language for data science and machine learning. This is the first guide specifically designed to help millions of people with widely diverse backgrounds learn Python so they can use it for data science and machine learning.\u003c\/p\u003e\u003cp\u003eLeading data science instructor and practitioner Kennedy Behrman first walks through the process of learning to code for the first time with Python and Jupyter notebook, then introduces key libraries every Python data science programmer needs to master. Once you've learned these foundations, Behrman introduces intermediate and applied Python techniques for real-world problem-solving.\u003c\/p\u003e\u003cp\u003eFeatures –\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eMaster Google colab notebook Data Science programming\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eManipulate data with popular Python libraries such as: pandas and numpy\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eApply Python Data Science recipes to real world projects\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eLearn functional programming essentials unique to Data Science\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eAbout the Author\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eKennedy Behrman \u003c\/b\u003eis a veteran consultant specializing in architecting and implementing cloud solutions for early-stage startups. He has both undergraduate and graduate degrees from the University of Pennsylvania, including an MS in Computer Information Technology and post-graduate work in the Computer Graphics and Game Programming program. Kennedy has recently acted both as an SME (Subject Matter Expert) for AWS machine learning certification development and as a technical editor for the book Pragmatic AI: An introduction to Cloud-Based Machine Learning (Pearson, 2018).\u003c\/p\u003e\u003ch3\u003eContent –\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eI: Learning Python in a Notebook Environment\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e1. Introduction to Notebooks, 2. Fundamentals of Python, 3. Sequences, 4. Other Data Structures, 5. Execution Control, 6. Functions,\u003c\/p\u003e\u003cp\u003e\u003cb\u003eII: Data Science Libraries\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e7. NumPy, 8. SciPy, 9. Pandas, 10. Visualization Libraries, 11. Machine Learning Libraries, 12. Natural Language Toolkit\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIII: Intermediate Python\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e13. Functional Programming, 14. Object-Oriented Programming, 15. Other Topics,\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Pearson Education","offers":[{"title":"Default Title","offer_id":50506740990022,"sku":"9788119847327","price":382.5,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/510bYO3NXeL.jpg?v=1790331714","url":"https:\/\/cb-india.com\/products\/pearson-foundational-python-for-data-science","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}