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README.md

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I have created an e-commerce website using Html,css,javascript,bootstrap then deployed
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the site in Netfly Platform . It contains various webpages such as home, store, account, about,
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contact us. There are various features like product details, add to cart, search products and
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payment gateway. We have also used filters to change the product list (e.g. category, price range,
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etc.). I have applied user guiding tool named WalkMe that will guide a new user through orderly
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steps on my website to use it in the most simple way to buy a product. I have integrated my
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website to analytics platform named Google Analytics. This tool is able to track the users action
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and the time spent by the users on the various actions of the website. I have accumulated the
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analytics data from various users and stored it. I have collected data of around 75 users with
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various data points such as time spent by users on the different pages on website, filters being
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used by the users , time spent by users on particular product page, etc. Then, Fitting the Markov
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Chain model gives us the transition probabilities matrices and the lambda parameters of the chain
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for each one of the three lags along with the Start and End Probabilities

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