{"product_id":"introduction-to-statistics-for-data-science","title":"Introduction to Statistics for Data Science","description":"\u003cdiv\u003e\n\u003cp\u003eThis hands-on introduction to statistics for data science gives you the tools required to make sense of data and draw *valid* conclusions. The focus of this course is on statistical thinking. Concepts will be introduced intuitively before being expanded formally. You will learn how to think in terms of distributions---not single point estimates. Statistical tools will be introduced in the context of how to use them to gain insight and solve problems. You will also learn how to use the powerful, industry-standard R environment to do the number-crunching in this statistics for data science course.\u003c\/p\u003e\r\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eYou Will Learn How To:\u003c\/h3\u003e\n\u003cul\u003e\r\n\t\u003cli\u003eVisualize data\u003c\/li\u003e\r\n\t\u003cli\u003eDraw conclusions about the features and quality of data sets\u003c\/li\u003e\r\n\t\u003cli\u003eSummarize your data\u003c\/li\u003e\r\n\t\u003cli\u003eThink of numbers as distributions\u003c\/li\u003e\r\n\t\u003cli\u003eUse the power of computers to generate distributions for any problem\u003c\/li\u003e\r\n\t\u003cli\u003eDetermine correlation---and move from there to demonstrating causation\u003c\/li\u003e\r\n\t\u003cli\u003eMake valid statistic inferences using a range of hypothesis tests\u003c\/li\u003e\r\n\t\u003cli\u003eObtain accurate random samples\u003c\/li\u003e\r\n\t\u003cli\u003eUse regression to predict the value of one variable based on others\u003c\/li\u003e\r\n\t\u003cli\u003eDesign and execute your own statistical projects\u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003c\/div\u003e\u003cdiv\u003e\n\u003cul class=\"accordion\"\u003e\r\n\t\u003cli\u003e\r\n\t\u003ch3\u003eRequirements\u003c\/h3\u003e\r\n\r\n\t\u003cdiv\u003e\r\n\t\u003cp\u003eThere are no formal prerequisites for attending this course.\u003c\/p\u003e\r\n\t\u003c\/div\u003e\r\n\t\u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"206H21US \/ 2020-06-15T09:00:00 \/ Online","offer_id":31612322021494,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"207J51US \/ 2020-07-13T09:00:00 \/ New York","offer_id":31612322054262,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"208C28CN \/ 2020-08-10T09:00:00 \/ Ottawa","offer_id":31612322087030,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"209F32US \/ 2020-09-14T09:00:00 \/ Herndon","offer_id":31612322119798,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"20AH53US \/ 2020-10-13T09:00:00 \/ New York","offer_id":31612322152566,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"20BB94CN \/ 2020-11-09T09:00:00 \/ Ottawa","offer_id":31612322185334,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"20CD75US \/ 2020-12-14T09:00:00 \/ Herndon","offer_id":31612322218102,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"211F43US \/ 2021-01-11T09:00:00 \/ New York","offer_id":31612322250870,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"212A47CN \/ 2021-02-08T09:00:00 \/ Ottawa","offer_id":31612322283638,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true},{"title":"213C82US \/ 2021-03-15T09:00:00 \/ Herndon","offer_id":31612322316406,"sku":"US-1265-IL","price":1950.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/ltreetheta.myshopify.com\/products\/introduction-to-statistics-for-data-science","provider":"Learning Tree International","version":"1.0","type":"link"}