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analyzing-music-video-trend-youtube icon analyzing-music-video-trend-youtube

Digital technology is growing rapidly and is becoming a platform for those who want to present their work. Youtube shares web videos which mean that users can watch, share works, and interact through the comments column that has been provided from a work site. One of the works that can be seen on Youtube is a music video. The music video aims to increase promotion, as well as to visualize an interpretation of a song. We will find out the search trends on Youtube using the Pytrends module. Pytrends is an API for Google Trends that functions to pick up trends in the Google search engine. For the keywords, I will use the words “Music Videos” and “MV”. I took data with a period of 5 years.

attach-a-data-disk-to-an-existing-virtual-machine-scale-set icon attach-a-data-disk-to-an-existing-virtual-machine-scale-set

This script shows you how to attach a new data disks to a existing windows virtual machine scale set using PowerShell. This script adds an empty data disk to a virtual machine scale set.The script run on the resource group "myResourceGroup" and vm scale set name "myVMSS". You can

augmented-reality-using-credit-card icon augmented-reality-using-credit-card

Extracting card number and then displaying user account details along with online payments features. Displaying nearby Bank/ATMS using geo-tracking of Wikitude Software. The idea of making a smart card using augmented reality won my team a place in the final round of the ICICI Trinity Contest. As per our proposal the application will scan the debit or credit card of the user and display the bank details such as account balance, last few transactions and the expenditure summary in an exhaustive manner.

bank-application icon bank-application

A local bank intends to install a new automated teller machine (ATM) to allow users (i.e. bank customers) to perform basic financial transactions. Each user can have only one account at the bank. ATM users should be able to view their account balance, withdraw cash (i.e. take money out of their account), and deposit funds (i.e. place money into an account). The user interface of the ATM contains the following components: a screen that displays messages to the user a keypad that receives numeric input from the user a cash dispenser that dispenses cash to the user a deposit slot that receives deposit envelopes from the user The cash dispenser begins each day loaded with 500 $20 bills. The bank wants you to to develop software to perform the financial transactions initiated by bank customers through the ATM. The bank will integrate the software with the ATM's hardware at a later date. The software should encapsulate the functionality of the hardware devices (e.g. cash dispenser, deposit slot) within software components, but it doesn't need to be concerned with how these devices actually work. The ATM hardware has not yet been developed, so instead of writing your program to run on the ATM, you will develop a first version of the software that will run on a PC. This version should use the monitor to simulate the ATM's screen, and the computer's keyboard to simulate the ATM's keypad. An ATM session consists of authenticating a user (i.e. proving the user's identity) based on an account number and personal identification number (PIN), followed by creating and executing financial transactions. To authenticate a user and perform transactions, the ATM must interact with the bank's account information database. For each bank account, the database stores an account number, a PIN, and a balance indicating the amount of money in the account. We will assume that the bank only plans to build one ATM, so don't worry about multiple ATM's accessing the database at the same time. Yes, we're oversimplifying what the "real world" experience would be like, because we don't have time to build a full application such as would be needed. Upon first approaching the ATM (assuming no one is currently using it), the user should experience the following sequence of events: The screen displays a welcome message and prompts the user to enter an account number The user enters a five digit account number using the keypad The screen prompts the user to enter the PIN associated with the account The user enters a five digit PIN using the keypad If the user enters a valid account number and the correct PIN for that account, the screen displays the main menu If the user enters an invalid account number or PIN, the screen displays an appropriate message and returns to step 1 to restart the authentication process After the ATM authenticates the user, the main menu should contain a numbered option for each of the three types of transactions: balance inquiry (option 1), withdrawal (option 2), and deposit (option 3). The main menu should also contain an option for the user to exit the system (option 4). The user then chooses either to perform a transaction (by entering 1, 2, or 3) or to exit the system (by entering 4). If the user enters 1 to make a balance inquiry, the screen displays the user's account balance. To do so, the ATM must retrieve the balance from the bank's database. The following steps describe the actions that occur when the user enters 2 to withdraw money: The screen displays a menu containing standard withdraw amounts: $20 (option 1), $40 (option 2), $60 (option 3), $100 (option 4), and $200 (option 5). The menu also contains an option to allow the user to cancel the transaction (option 6) The user enters a menu selection using the keypad If the withdraw amount selected is greater than the user's account balance, the screen displays a message stating this and telling the user to choose a smaller amount. The ATM then returns to step 1. If the withdraw amount is less than or equal to the user's account balance, the ATM proceeds to the next step If the user chooses to cancel the transaction, the ATM displays the main menu and waits for user input If the case dispenser contains enough cash to satisfy the request, the ATM proceeds to the next step, otherwise it displays a message telling the user to choose a smaller amount, and then returns to step 1 The ATM debits the withdraw amount from the user's account in the bank's database The cash dispenser dispenses the selected amount of money to the user The screen displays a message reminding the user to take the money If the user chooses option 3 to make a deposit: The screen prompts the user to enter a deposit amount or type 0 (zero) to cancel the transaction The user enters a deposit amount or 0 using the keypad (Note: the keypad does not contain a dollar sign or decimal point, so numbers must be entered as a number of cents, e.g. 125. The ATM then divides this number by 100 to obtain a number representing a dollar amount, e.g. 125/100 = 1.25 If the user specifies a deposit amount, the ATM proceeds to the next step; if the user chooses to cancel the transaction by entering 0, the ATM displays the main menu and waits for user input The screen displays a message telling the user to insert a deposit envelope into the deposit slot If the deposit slot receives an envelope within two minutes, the ATM credits the deposit amount to the user's account in the bank's database (the money is not immediately available for withdrawal and must be verified by the bank staff, any checks in the envelope must clear, and funds transferred from the check writer's account to the member's account) When either of these events occur, the bank appropriately updates the user's balance stored in its database, which occurs independently of the ATM If the deposit slot does not receive an envelope within two minutes, the screen displays a message that the transaction has been canceled due to inactivity, and the ATM displays the main menu and waits for user input After the system executes a transaction, it should return to the main menu so that the user can perform additional transactions. If the user chooses to exit the system, the screen should display a thank you message, then display the welcome message for the next user.

cache icon cache

Cache dependencies and build outputs in GitHub Actions

credit-card-fraud-detection icon credit-card-fraud-detection

Working on scikit-learn library in Python to classify - Anonymized credit card transactions labeled as fraudulent or genuine. The datasets contains transactions made by credit cards in September 2013 by european cardholders. This dataset presents transactions that occurred in two days, where we have 492 frauds out of 284,807 transactions. The dataset is highly unbalanced, the positive class (frauds) account for 0.172% of all transactions. It contains only numerical input variables which are the result of a PCA transformation. Here in this module I'm working on three classification models : Decision Tree Classifier K-nearest neighbors (KNN) Classifier Random Forest Classifer to predict Anonymized credit card transactions as fraudulent or genuine. In order to do so I have done my data Processing : Handled Missing values : Using mean Standarised the data : Using Standardisation At the end, calculate the acuracy rate and error rate of all three classification. Decision Tree Accuracy : Accuracy_Decison : 99.87361325656508 -- (A better approach to follow) Error_rate : 0.12638674343491083 Random Forest Accuracy : Accuracy_Decison : 99.92978514253616 Error_rate : 0.07021485746383935 K-nearest neighbors (KNN) Accuracy : Accuracy_Decison : 99.9578710855217 Error_rate : 0.04212891447830361 Thanks for looking it :) .... Feel free to like :)

docs icon docs

The open-source repo for docs.github.com :fishsticks:

gmbtools icon gmbtools

DEM processing and geodetic mass balance calculation for mountain glaciers

lc0 icon lc0

The rewritten engine, originally for tensorflow. Now all other backends have been ported here.

lighthouse icon lighthouse

Automated auditing, performance metrics, and best practices for the web.

payitforward-browser icon payitforward-browser

Sample application demonstrating the JavaScript library: data storage, login with Facebook, caching and offline saving.

react-native-input-validator icon react-native-input-validator

This library validates strings and number passed on TextInput component and highlight the result (valid green, invalid red). Optionally can have a placeholder with floating labels.

sku icon sku

Front-end development toolkit

smf icon smf

Social media hacking

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