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Markov Chains || Step-By-Step || ~xRay Pixy

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Learn Markov Chains step-by-step using real-life examples. Video Chapters: Markov Chains 00:00 Introduction 00:19 Topics Covered 01:49 Markov Chains Applications 02:04 Markov Property 03:18 Example 1 03:54 States, State Space, Transition Probabilities 06:17 Transition Matrix 08:17 Example 02 09:17 Example 03 10:26 Example 04 12:25 Example 05 14:16 Example 06 16:49 Example 07 18:11 Example 08 24:56 Conclusion

Line Drawing Algorithm

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 Line Drawing Algorithm We can specify points with an ordered pair of numbers ( x, y). Where, x = horizontal distance from the origin.      y = vertical distance from the origin.  Suppose 2 endpoints used to specify line at position (x1, y1) and (x2, y2). Line path between endpoints positions (x1, y1) and (x2, y2). The equation for straight line is given by: y = m . c + b Here, m = slope of the line            b  as y-intercept The first endpoint of the line as (x1, y1) The second endpoint of the line (x2, y2) We can calculate values for the slope m and y-intercept b with this equation: 𝑚=(𝑦2−𝑦1)/(𝑥2−𝑥1) b = y1 – m * x1. For any given x interval ∆x along a line. We can compute the corresponding y interval as ∆y as ∆y =m * ∆x  We can obtain x interval ∆x by ∆y.  ∆x = ∆y / m  DDA Algorithm Step 1. Input two Endpoints (x1, y1) and (x2, y2). Step 2: Calculate the difference between two endpoints....

Cloud Computing Architecture

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Cloud Computing Architecture Divided into 2 Parts It is divided into 2 parts: 1.) The Front End 2.) The Back End Each end is connected to the other through Network (i.e., Internet or virtual network). Cloud Computing Architecture - front End The front end means How users interact with the cloud infrastructure?  Front End: It is the side that is visible to Clients / Computer Users. The front end consists of Applications and infrastructure that is used to access different cloud computing platform. It includes web servers (i.e., Chrome, Firefox, and IE) mobile devices.  Cloud Computing Architecture - Back End Cloud Service Provider [e.g., AWS] maintains Back end. The back End supports the front end. The back end manage different services like Data Storage Virtual Network Security System Traffic Control  Protocols used for communication over the internet Cloud Computing Architecture - Components The client interface provides GUI [i.e., Graphical User Interface] that helps us...
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