Data Analysis Project for Friday closing prices

Closed
FindGrant
Toronto, Ontario, Canada
Shabs B
Founder
(61)
5
Project
Academic experience
100 hours per student
Student
Anywhere
Advanced level

Project scope

Categories
Data visualization Data analysis Data modelling Financial modeling Data science
Skills
web scraping finance algorithms data analysis predictive modeling forecasting stocks (inventory) machine learning artificial intelligence
Details

The main goal for the project is to use various data inputs from financial sources and predict closing prices for stocks on every Friday option expiry days. This will involve several different steps for the learners, including:


- Gathering and analyzing data from various financial sources such as Yahoo finance, TradingView, and https://maximum-pain.com/.


- Learning and implementing data analysis and visualization techniques.


- Utilizing AI/ML algorithms to predict stock closing prices for Friday Options expiry.


- Developing web scraping skills to gather relevant data.


Deliverables


By the end of the project, learners should complete the following tasks:


- Gathered and analyzed data from multiple financial sources.


- Created visualizations to represent the analyzed data.


- Developed and implemented AI/ML algorithms to predict stock closing prices.


- Demonstrated proficiency in web scraping to gather relevant data.



Final deliverables:


- A comprehensive report detailing the data analysis process and the accuracy of the stock price predictions.


- A presentation showcasing the visualizations and the predictive models used.


- A functional web scraping tool to gather data from the specified financial sources.


Mentorship

All company resources for successful completion of the project including access to paid accounts, learning resources and project oversight from the Financial analyst

About the company

Company
Toronto, Ontario, Canada
2 - 10 employees
It & computing, Technology
Representation
Minority-Owned Women-Owned Community-Focused

FindGrant.ca uses AI to help find government grants for women, Indigenous, BIPOC, SME and startups to research, hire and expand.
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