You have been given a file containing information on a number of loan applicants. Take the provided data set and attempt to identify what factors are useful in predicting loan performance. Report back on your findings, including any issues/concerns with the data.

We want to classify a sample of fastion MNIST dataset..

We want to predict the max temperature for tomorrow in Seattle, WA using one year of past weather data.

Summary

The trading idea presented in this document could make a profit of 74% capital gain over the period from Jan 2017 to Feb 2018 for trading XBT CFD contract in BitMEX exchange. I have written a program to automate my trading strategy. The program went live on 05 Jun 2018. I also wrote another program to backtest my strategy.

Problem Statement

Business Description

Computer Sciences Department frequent fliers have been complaining to RowHill Airport officials about the poor organization at the airport. As a result, the officials decided that all information related to the airport should be organized using a DBMS, and you have been hired to design the database. Your first task is to organize the information about all the airplanes stationed and maintained at the airport. The relevant information is as follows:

• Every airplane has a registration number, and each airplane is of a specific model.
• The airport accommodates a number of airplane models, and each model is identified by a model number (e.g., DC-10) and has a capacity and a weight.
• A number of technicians work at the airport. You need to store the name, SSN, address, phone number, and salary of each technician.
• Each technician is an expert on one or more plane model(s).
• Traffic controllers must have an annual medical examination. For each traffic controller, you must store the date of the most recent exam.
• All airport employees (including technicians and traffic controllers) belong to a union. You must store the union membership number of each employee. You can assume that each employee is uniquely identified by a social security number.
• The airport has a number of tests that are used periodically to ensure that airplanes are still airworthy. Each test has a Federal Aviation Administration (FAA) test number, a name, and a maximum possible score.
• The FAA requires the airport to keep track of each time that a given airplane is tested by a given technician using a given test. For each testing event, the information needed is the date, the number of hours the technician spent doing the test, and the score that the air plane received on the test.

This project shows how to use linear regression to predict the data trend in Matlab.

This project shows how to use linear regression to predict the data trend in Matlab.

This small project attempts to calculate the correlation coefficients of common Australian stocks over the past few years.