Project Overview
The stock market prediction is the act of trying to determine the future value of company stock or some other financial stock traded on the Stock Exchange. If the model successfully predicts the future stock it can provide a lot of profit to companies.
The aim of the project is to do a prediction of the stock market exchange, Apple stock and Amazon Inc. The Amazon historical data will be in real time and it will store in python code via web reader (the model tells the future outcomes of stock where it will rise or fall).
Using graphs, the results will be in the outcomes project report. AI algorithms are used to predict the stock's closing, opening, high or low price, which helps the investors to make a better decision on investing their money in companies.
Based on advanced machine prediction a decision can be made to buy or sell stocks. Stock prices are predicted using the machine learning algorithm LSTM with Python programming language.
All the historical data for both Amazon and Apple companies are taken from https://finance.yahoo.com/
Technologies Used
R, Python, Recurrent neural network (LSTM), Data Mining, Tableau, PyCharm
Personal Bio
BSc (Honours) in Computing student specialising in Data Analytics from National College of Ireland completing in May 2021, with average 1.1 grades.
Proficient in languages like Java, python, R, SQL, and others JavaScript, HTML5, CSS, XML, PHP etc.
Highly analytical and process-oriented data analyst with in-depth knowledge of database types like research methodologies, and big data capture, curation, manipulation, and visualization.
Skills include: Quantitative Methods, Data Warehousing, Data Structure, Regression Analysis, Advanced Data Visualizations, Web and API parsing taking data from internet and stored in IDE, Data Technology (artificial intelligence, machine learning), Methodologies (KDD, CRISP-DM), Advanced Statistics, Big data application development, Web and API development, strong presentation skills etc.
Worked as a software engineering intern at Car trawler from Feb 2020 to Sept 2020, building software, delivering prioritized projects to the business, translating technical design into code, debugging codes and solving errors during implementation.
Working as Security Officers at Task force since 28th Sep 2020, responsible for reporting incidents or suspicious behaviour to authorities when necessary.