Essential Statistics for Machine Learning and AI

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Description: This Course on Statistics will help you with all the basic knowledge of Statistics that you need to know . You will see Surprising Results in your scores. What is Statistics?Statistics is a branch of Mathematics dealing with the collection, organisation ,representation and interpretation of data.This course deals with the graphical representation of data, measures of Central tendency: Mean ,Median and Mode and Measures of Dispersion : Mean Deviation and Standard Deviation.Statistical data can be easily understood if we represent it in the form of Charts and graphs. Here, you will study the following types of graphs: Pie Charts, Bar graphs, Histograms, Frequency Polygons. You will learn how to draw these graphs and interpret them. These form an integral part of quantitative aptitude tests.You will learn how to draw a Pie Chart.  Given a pie chart you will answer questions based on it.How to draw a bar graph to represent data is shown . You are taught how to interpret the data.You will also learn  how to draw a Histogram and Frequency Polygon and use these in analysing data.Statistical data has the tendency to cluster around a central value. This is called Central tendency. The different ways of measuring Central tendency are Mean, Median and Mode. You will learn how to calculate these for grouped and ungrouped data, Problems of the type given below are discussed:Learn the three types of methods for calculating arithmetic mean, namely, direct method, shortcut method and step deviation method.Find the mean for a frequency distribution having class intervals using the Shortcut Method. You are introduced to Quartiles and how to calculate them using the formula. A few of the problems include:How to calculate the mo
Category: Teaching & Academics > Math > Statistics
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Price: 29.99
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