Tag: Programming

Write some code that uses PyTorch tensors.

• Create tensors with Python lists with the following dimensions (shapes): 1, 2×3, 2x2x2. Show the tensors’ shapes.
• Create a 4D tensor with random numbers between 0 and 1. Use the relevant tensor function to do so.
• Create a 2D tensor with all zeros and another with all ones. Use the relevant tensor function to do so.
• Using a 4D tensor and using indexing: show a single scalar; show a single vector; show the first scalar from each vector.
• Demonstrate adding a scalar to every scalar in a 3D tensor (using broadcasting).
• Demonstrate element-wise dividing a 3D tensor by a vector (using broadcasting).
• Demonstrate the use of the item() and tolist() functions to get Python values.
• Demonstrate the use of min() and mean() providing the dim= parameter to find the min/mean over a certain dimension.
• Combine two 2D tensors so one is “on top” of the other.
• Reshape a 2D tensor to a 3D tensor.
• Convert a tensor to single-precision floating point (float32), upload to the gpu, perform an arithmetic operation with another tensor, and then download from the gpu. Demonstrate that these steps worked.

Overview

You are a senior software developer on a team of software developers who are responsible for a large banking web application. Your manager has recently discovered that none of the data is encrypted. She is panicking and now wants to put encryption into everything. However, she wants some proof of how it works. Another developer on the team started creating the application to show encryption, but cannot figure out how to load and save files or to do encryption. The task has fallen to you to finish the work.

Prompt

You will learn to do the following:

• Implement XOR-based encryption character by character across a file of data
• Implement loading data from a text file into a string
• Save a string to a text file

The source code has been commented on using TODO to explain the detailed rules you must follow. When implementing XOR encryption, you will need to account for the length of your password key. See the example file in the module resources section. The file format that is loaded and saved is defined in the source code. You must use the format specified for the program to work. You are provided a sample input file to test your program, and you will need to change the data file to complete the assignment. Use the file names defined in the source code file, and don’t forget that you can leverage capabilities provided by the standard C++ library to help you achieve success.

Specifically, you will need to complete the following:

• Code XOR Encryption: Complete the coding activity by successfully implementing XOR encryption, accounting for key lengths.
• Code the Loading of a Text File: Complete the coding activity by successfully implementing the logic to read a text file in the specified format into a string in the read_file method.
• Code the Saving of a Text File: Complete the coding activity by successfully implementing the logic to save a text file in the specified format in the save_data_file method.
• Data Files: Create an original data file in the specified data format, produce the encrypted and decrypted data files, and ensure all file names match the source code defined file names.
• C/C++ Program Functionality and Best Practices: Demonstrate industry standard best practices, including in-line comments and appropriate naming conventions to enhance readability of code. Develop functional C/C++ code that illustrates a software design pattern approach.
• Process Summary: Provide a summary of the debugging that is thorough and systematic, including specific types of bugs, and accurately describe the corrections.

Review the attached file. Suzie has an issue. She can either move to NY or FL and needs to review some data that her agent gave her. The agent reviewed house prices and crime ratings for houses that Suzie would be interested in based on her selection criteria.  She wants to live in an area with lower crime but wants to know a few things:

1. Is it more expensive or less expensive to live in FL or NY?
2. Is the crime rate higher in FL or NY (Note a low score in crime means lower crime)?
3. Is the crime rate higher in lower or higher house price areas?

Using the R tool, show the data in the tool to answer each of the questions.  Also, show the data visualization to go along with the summary.

1. If you were Suzie, where would you move based on the questions above?
2. After you gave Suzie the answer above (to #4), she gave you some additional information that you need to consider:
   1. She has $100,000 to put down for the house.
   2. If she moves to NY she will have a job earning $120,000 per year.
   3. If she moves to FL she will have a job earning $75,000 per year.
   4. She wants to know the following:
      1. On average what location will she be able to pay off her house first based on average housing prices and income she will receive?
      2. Where should she move and why?  Please show graphics and thoroughly explain your answer here based on the new information provided above.

Note: The screenshots should be copied and pasted and must be legible.  Only upload the word document.  Be sure to answer all of the questions above and number the answers.  Be sure to also explain the rational for each answer and also ensure that there are visuals for each question above. Use at least two peer reviewed sources to support your work.

1. How to create an example web service in Android. For submission : 1. Describe the main steps in installing the Android SDK at https://android-doc.github.io/sdk/installing/index.html2. Describe in short the packages you added from the procedure shown at https://android-doc.github.io/sdk/installing/adding-packages.html3. Go to (‘Creating an Android Project’) https://android-doc.github.io/training/basics/firstapp/creating-project.html and describe main ideas in less than 2 pages from the steps given to build example app:
   1. create: https://android-doc.github.io/training/basics/firstapp/creating-project.html
   2. run: https://android-doc.github.io/training/basics/firstapp/running-app.html
   3. simple UI: https://android-doc.github.io/training/basics/firstapp/building-ui.html
   4. activity examples: https://android-doc.github.io/training/basics/firstapp/starting-activity.html

   4. Take the snapshot of the running app you created under 3, and submit the snapshot.

• Assume that you are a project manager in a tech startup located in San Francisco, CA. you are responsible to manage a new global software project and your team is composed of 10 software developers, 5 on-site, and 5 outsourced from a company located in China. Come up with an imaginary project and explain how do you plan to setup,execute and overcome the challenges of this project. You must discuss the following questions and concerns regarding the management and development issues in your answer: Communication, Coordination, Cultural difference

A bank charges $10 per month plus the following check fees for a commercial checking account:

• $.10 each for fewer than 20 checks
• $.08 each for 20–39 checks
• $.06 each for 40–59 checks
• $.04 each for 60 or more checks

The bank also charges an extra $15 if the balance of the account falls below $400 (before any check fees are applied). Write a program that asks for the beginning balance and the number of checks written. Compute and display the bank’s service fees for the month.

Input Validation: Do not accept a negative value for the number of checks written. If a negative value is given for the beginning balance, display an urgent message indicating the account is overdrawn.

For this week you will be writing a two pages APA format paper that analyzes the difference between traditional SQL and NoSQL such as MongoDB.https://www.mongodb.com/white-papers

Very two simple assignments.

need a R script.

Two simple project

Project 1:https://cobriant.github.io/421_summer_2021/book/or…

Project 2:https://cobriant.github.io/421_summer_2021/book/or…

We will be implementing a vanilla RNN. I have already writen quite a bit of code, including some new layers that you may or may not find useful (which are already completed and functional). I have left it up to you to complete the backwards method for two layers. Please complete the uploaded an attachment by following the guidelines and requirements. I will send to you all material since we start the work. Please bid it if you can have confident to pass the three testing scripts.