A learning experience filled with real world industry-oriented projects to help you understand the subject better by the method implementation.
Project 1: Web Scraping of a website for scientific articles
As part of the ongoing research study in your organization, you need to build a program to track and study recent scientific data posted on the website.
Project 2: Analyzing the Patients - Cardiotocography
A medical firm has given you a task of analyzing whether the patient is ‘normal’, or ‘Suspect of having a disease’ or actually has a ‘disease’.
Project 3: Analyzing the Stock Market
Andrew is a Data Analyst in a company named ValueAnalytics, he has been assigned a project to analyze the Stock Market from a data set of Technology Stocks, by using the different libraries, he has to extract the stock information and perform the visualization of different aspects, along with analyzing the risk of a stock from its past history. find the change in the price of the stock over time, find the daily return of the stock on average, find the moving average of the various stocks, find the correlation between different stocks' closing prices, find the correlation between different stocks' daily returns, find the value we should put at risk by investing in a particular stock, also, attempt to predict future stock behaviour.
Project 4: Analyzing the Election Data
Post the election, the government has given your company a contract of doing the analysis on the Election and Donor Data. You as the data analyst are supposed to answer a few questions by analyzing the aggregated poll data. Like how many votes are done and different aspects in it along with analyzing the average donations given to Democrats and Republican (more questions are asked during the project).