{"product_id":"introduction-to-data-science-practical-approach-with-r-and-python-9789354640506","title":"Introduction to Data Science: Practical Approach with R and Python","description":"\u003cp\u003e • Author(s): B. Uma Maheswari, R. Sujatha\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eIntroduction to Data Science: Practical Approach with R and Python covers all the fundamental concepts of Data Science in a concise manner. It offers a mix of insights and golden rules which would be needed in analyzing data. This book serves as a practical guide for Science\/Engineering\/MBA students – both at the undergraduate and postgraduate level interested in Data Science domain.\u003c\/p\u003e\n\n\u003cp\u003e·Introduction to Data Science\u003c\/p\u003e\n\n\u003cp\u003e·Introduction to R and Python\u003c\/p\u003e\n\n\u003cp\u003e·Exploratory Data Analysis\u003c\/p\u003e\n\n\u003cp\u003e·Data Visualization\u003c\/p\u003e\n\n\u003cp\u003e·Dimensionality Reduction Techniques\u003c\/p\u003e\n\n\u003cp\u003e·Types of Machine Learning Algorithms\u003c\/p\u003e\n\n\u003cp\u003e·Unsupervised Learning Algorithms\u003c\/p\u003e\n\n\u003cp\u003e·Text Analytics\u003c\/p\u003e\n\n\u003cp\u003e·Supervised Learning Algorithms: Linear and Logistic Regression\u003c\/p\u003e\n\n\u003cp\u003e·Supervised Learning Algorithms: Decision Tree and Random Forest\u003c\/p\u003e\n\n\u003cp\u003e·Supervised Learning Algorithm: KNN, Naïve Bayes, and Linear Discriminant Analysis\u003c\/p\u003e\n\n\u003cp\u003e·Support Vector Machines and Artificial Neural Networks\u003c\/p\u003e\n\n\u003cp\u003e·Time Series Forecasting\u003c\/p\u003e\n\n\u003cp\u003e·Ensemble Methods\u003c\/p\u003e\n\n\u003cp\u003e·Artificial Intelligence\u003c\/p\u003e\n\n\u003cp\u003e·Applications of Analytics\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Paperback","offer_id":45207164190871,"sku":"9789354640506","price":732.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789354640506.webp?v=1769209120","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-data-science-practical-approach-with-r-and-python-9789354640506","provider":"Atlantic Books","version":"1.0","type":"link"}