Sarka PribylovaImage classification using CNNConvolutional Neural Network (CNN) is a well established data architecture. It is a supervised machine learning methodology used mainly in…Feb 24Feb 24
Sarka PribylovaHotel Room Overbooking in Python“Capacity Overbooking” is one of many Profit Maximization strategies in Supply Chain Management. In the hotel industry it means…Jan 8Jan 8
Sarka PribylovaImage Comparison using Imagenet in PythonImagenet is an old neural network designed in 2010. It is maintained by researchers and has more than 1000 classes. Imagenet is using…Dec 29, 2023Dec 29, 2023
Sarka PribylovaImage edge recognition in PythonThere are various edge recognition techniques to find boudaries of objects in a picture. Edge detection is used for instance and semantic…Dec 24, 2023Dec 24, 2023
Sarka PribylovaAutomated geometric reasoning in PythonAutomated geometric reasoning uses variety of methods and algorithms. It is a section of morphological image processing. Skeletonization…Dec 21, 2023Dec 21, 2023
Sarka PribylovaScrape Tripadvisor Restaurant ReviewTripadvisor is an American company providing information about travelling, restaurants, hotels. We will scrape reviews of 1 restaurant. The…Dec 18, 2023Dec 18, 2023
Sarka PribylovaConvert the 1st SRP Booking.com to DataFrameBooking.com website is one of the largest companies providing internet shopping services. It has more than 21 000 Employees worldwide and…Dec 15, 2023Dec 15, 2023
Sarka PribylovaConvert XML to DataFrameThere are many python libraries suitable for XML operations. XML format has been already decades one of the most important building blocks…Dec 12, 2023Dec 12, 2023
Sarka PribylovaOutliers detection using elliptic envelope in PythonThere are many methodologies how to detect outliers in a data. Robust methodologies (elliptic envelope, MCD Minimum covariance determinant…Apr 13, 2023Apr 13, 2023
Sarka PribylovaText sentiment analyticsIt is possible to use various text sentiment analytics libraries in Python: Polyglot, spaCy, Pattern, coreNLP, TextBlob, Transformers…Feb 26, 2023Feb 26, 2023
