NeuralNetwork

Optical recognition of handwriting done in Java with 2810 given data using any number of hidden neurons and 10 outer neurons.

Then another  with also any number of hidden neurons but with 4 outer neurons this time
all written in java

Dataset is attached

Assignment 1: Bash Scripting

QUESTION 2
Write a bash script that monitors in real time the sizes of regular files in a specified folders. The folder name should be provided as an argument when calling the script. The folder must exist in the same working directory where the script is located. Ensure that the script is properly called with an argument. Then monitor the file sizes and log in a separate file the timestamp and the name of the file when its size goes above 4Kbytes. In such a case, archive and backup the file with the timestamp as part of the archives name and replace the file with a new and empty one. Exclude the log file from the monitoring. To test the script, manually create a folder with a mixture of sub-folders and files. When the script is running, open the files in your test folder and be adding content to it to increase the file size and check if your script could monitor the changes. (You are free to automate the testing). Properly comment your code.

QUESTION 3
Write a bash script that automates the creation and deletion of user accounts. The script should accept as input argument, a file containing a list of user names to be created on the system. Enforce that the user provides this input file while executing the script. The script should check if the usernames already exist on the system before creating the accounts. If a user account exit, the script should notify the user and skip that user name to the next one. Make sure to create a home directory as well. When the input list has been exhausted and all the user account created, output the content of /etc/passwd file and /home directory to the terminal for verification. In a next step, the script should ask if user wants to delete the newly created accounts? If yes, the script should delete the accounts including their home directories and output again the content of /etc/passwd file and /home directory for verification. If no, the script should terminate with appropriate message. This script is to be tested/executed as a root user. Properly comment your code.

The Prohibition Era in the U.S.

Construct a multi-paragraph written response in which you make, and support a claim about the effectiveness (or ineffectiveness) of prohibition. Consider how crime and the black market contributed to the effectiveness or ineffectiveness of prohibition. Your response must be based on ideas and information that can be found in the article.

Guilty perception

In accordance with a schedule printed at the end of this document, you should prepare concise (maximum 6 double-spaced typed pages, standard margins and 12-point font size) papers which include four key elements: 1) summary and analysis (e.g., strengths & weaknesses) of a primary-source empirical article related to personality psychology that I assign, 2) tie-in between the article I assign and a concept from the assigned reading that we discuss in class, 3) relationship between the article I assign and a recent news story that you find on your own (attach a newspaper clipping to your paper), and 4) some connection of this topical area to your own life and personal interests. These elements must be enumerated in your papers. 
Basically, these papers require you to digest a study related to personality psychology and to connect it to the assigned reading, to current events, and to something about yourself. Feel free to be creative about how you meet these objectives. I expect these papers to be highly varied, colorful, thoughtful and well written. Make sure to have fun with these papers!