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Recognizing Handwritten Digits with Scikit-Learn

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https://internship.suvenconsultants.com for providing awesome problem statements and giving many of us a Coding Internship Experience. @www.suvenconsultants.com Handwritten digits recognition is a challenging problem in recent years. Classifying handwritten text or numbers is important for many real-world scenarios. The applications of digit recognition includes in postal mail sorting, bank check processing, form data entry, etc. The raw data comprises images that are scaled segments from five-digit ZIP codes. In this blog we are going to recognize Handwritten single digits(0–9) correctly using the digits data set from Scikit-Learn, which is a Python Library that contains numerous useful algorithms that can easily be implemented and altered for the purpose of classification and other machine learning tasks, and by using a classifier called Logistic Regression. We are going to train a Support Vector Machine and then we will be predicting the values of a few unknown Handwritten dig...
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Performing Analysis of Meteorological Data

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https://internship.suvenconsultants.com for providing awesome problem statements and giving many of us a Coding Internship Experience. @www.suvenconsultants.com " One type of data that’s easier to find on the net is Weather data. Many sites provide historical data on many meteorological parameters such as pressure, temperature, humidity, wind_speed, visibility, etc. Our goal is to transform the raw data into information and then convert that information into knowledge. We will be performing some basic tasks to perform our analysis such as Data cleaning Data notmalising Testing the hypothesis The Null Hypothesis H0 is “Has the Apparent temperature and humidity compared monthly across 10 years of the data indicate an increase due to Global warming” The H0means we need to find whether the average Apparent temperature for the month of a month say April starting from 2006 to 2016 and the average humidity for the same period have increased or not. This monthly analysis has ...
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Lambda()

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  AWS Lambda’s free tier is the best way to host your websites for free — isn’t it? When it comes to a serverless approach, everyone talks about its main benefit: the cost savings. In this blog post, I will compare AWS Lambda’s free plan to the free plans of other app hosting providers. I’m going to provide real numbers to see how much a user can get from the most popular serverless hosting platform and its competitors without even paying for it. Comparing the free plans The average size of a typical HTML page with media assets is about 3MB. I’m going to calculate how many requests for a typical HTML page that AWS Lambda, Heroku and Netlify can serve while still on their free plans. Important note : The typical HTML page with all its media assets and CSS/JS scripts must be bundled into a single file. Otherwise, there will be a lot of additional requests that will make the calculations much more complicated and lower the overall effectiveness of using the free pl...
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