{"product_id":"data-science-for-fundraising-build-data-driven-solutions-using-r-paperback","title":"Data Science for Fundraising: Build Data-Driven Solutions Using R - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eAshutosh R. Nandeshwar\u003c\/b\u003e (Author), \u003cb\u003eDevine Rodger\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eD\u003cstrong\u003eiscover the techniques used by the top R programmers to generate data-driven solutions.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eAlthough the non-profit industry has advanced using CRMs and donor databases, it has not fully explored the data stored in those databases. Meanwhile, the data scientists, in the for-profit industry, using sophisticated tools, have generated data-driven results and effective solutions for several challenges in their organizations.\u003c\/p\u003e\u003cp\u003eWouldn't \u003cem\u003eyou\u003c\/em\u003e like to learn these data science techniques to solve fundraising problems?\u003c\/p\u003e\u003cp\u003eAfter reading Data Science for Fundraising, you can: \u003cbr\u003e ✔ Begin your data science journey with R\u003cbr\u003e ✔ Import data from Excel, text and CSV files, and databases, such as sqllite and Microsoft's SQL Server\u003cbr\u003e ✔ Apply data cleanup techniques to remove unnecessary characters and whitespace\u003cbr\u003e ✔ Manipulate data by removing, renaming, and ordering rows and columns\u003cbr\u003e ✔ Join data frames using dplyr\u003cbr\u003e ✔ Perform Exploratory Data Analysis by creating box-plots, histograms, and Q-Q plots\u003cbr\u003e ✔ Understand effective data visualization principles, best practices, and techniques\u003cbr\u003e ✔ Use the right chart type after understanding the advantages and disadvantages of different chart types\u003cbr\u003e ✔ Create beautiful maps by ZIP code, county, and state\u003cbr\u003e ✔ Overlay maps with your own data\u003cbr\u003e ✔ Create elegant data visualizations, such as heat maps, slopegraphs, and animated charts\u003cbr\u003e ✔ Become a data visualization expert\u003cbr\u003e ✔ Create Recency, Frequency, Monetary (RFM) models\u003cbr\u003e ✔ Build predictive models using machine learning techniques, such as K-nearest neighbor, Naive Bayes, decision trees, random forests, gradient boosting, and neural network\u003cbr\u003e ✔ Build deep learning neural network models using TensorFlow\u003cbr\u003e ✔ Predict next transaction amount using regression and machine learning techniques, such as neural networks and quantile regression\u003cbr\u003e ✔ Segment prospects using clustering and association rule mining\u003cbr\u003e ✔ Scrape data off the web and create beautiful reports from that data\u003cbr\u003e ✔ Predict sentiment using text mining and Twitter data\u003cbr\u003e ✔ Analyze social network data using measures, such as betweenness, centrality, and degrees\u003cbr\u003e ✔ Visualize social networks by building beautiful static and interactive maps\u003cbr\u003e ✔ Learn the industry-transforming trends\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eRegardless of your skill level, you can equip yourself and help your organization succeed with these data science techniques using R.\u003c\/strong\u003e\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 568\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.15 x 10 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e February 14, 2018\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":52478199202099,"sku":"9780692057841","price":99.32,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/OHVzQmVZemhGTFVHTFVVNjBRWXcrUT09.webp?v=1759636779","url":"https:\/\/www.vysn.com\/products\/data-science-for-fundraising-build-data-driven-solutions-using-r-paperback","provider":"VYSN","version":"1.0","type":"link"}