[Đánh giá] Data Science from Scratch: First Principles with Python (Joel Grus) Tóm tắt.

Data Science from Scratch: First Principles with Python (Joel Grus) - Amazon USA Store: https://www.amazon.com/dp/1492041130?tag=9natree-20 - Amazon Worldwide Store: https://global.buys.trade/Data-Science-from-Scratch%3A-First-Principles-with-Python-Joel-Grus.html - eBay: https://www.ebay.com/sch/i.html?_nkw=Data+Science+from+Scratch+First+Principles+with+Python+Joel+Grus+&mkcid=1&mkrid=711-53200-19255-0&siteid=0&campid=5339060787&customid=9natree&toolid=10001&mkevt=1 - Shopee: https://asia.buys.trade/shopee_Data-Science-from-Scratch-Joel-Grus.html - Lazada: https://asia.buys.trade/lazada_Data-Science-from-Scratch-Joel-Grus.html - Tiktok: https://asia.buys.trade/tiktok_Data-Science-from-Scratch-Joel-Grus.html - Đọc thêm: https://vietnam.9natree.com/read/1492041130/ #Đạisốtuyếntínhchodữliệu #Xácsuấtvàkiểmđịnhgiảthuyết #Hồiquylogistictừđầu #NaiveBayesvàxửlývănbản #MapReducevàphântíchmạng #DataSciencefromScratch Data Science from Scratch: First Principles with Python của Joel Grus là sách nhập môn khoa học dữ liệu theo hướng nền tảng và thực hành bằng Python. Thay vì bắt đầu với các thư viện như một hộp đen, sách hướng người đọc tự xây dựng nhiều công cụ, phép tính và thuật toán cốt lõi để thấy rõ cơ chế phía sau chúng. Ấn bản thứ hai, xuất bản năm 2019 và sử dụng Python 3, bao quát từ đại số tuyến tính, xác suất, thống kê, đến quy trình thu thập, làm sạch, khám phá dữ liệu và các mô hình học máy. Joel Grus không xem khoa học dữ liệu chỉ là việc gọi hàm có sẵn. Mục tiêu của sách là giúp người học hiểu vì sao một mô hình hoạt động, giả định nào đứng sau kết quả và lúc nào một kỹ thuật có thể phù hợp. Bên cạnh các mô hình dự báo, sách còn mở rộng sang xử lý ngôn ngữ tự nhiên, hệ gợi ý, phân tích mạng, MapReduce, cơ sở dữ liệu và đạo đức dữ liệu.

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