Data analytics & Decision Making

STAT8050
Closed
Conestoga College
Kitchener, Ontario, Canada
Tao Xu He
Dr.
(1)
5
Timeline
  • February 1, 2024
    Experience start
  • February 16, 2024
    Data preparation
  • February 29, 2024
    Modeling
  • March 8, 2024
    Diagnostic Analysis
  • March 23, 2024
    Completion
  • March 29, 2024
    Experience end
Experience
10/10 project matches
Dates set by experience
Preferred companies
Canada
Family-Owned, Large enterprise, Non profit, Small to medium enterprise, Social Enterprise
Any industries

Experience scope

Categories
Machine learning Data visualization Data analysis Data modelling Data science
Skills
python ms power bi ms excel r database
Student goals and capabilities

Hunting value from the existing data is nowadays playing a crucial role in business competence, A group of capable & experienced students in my Advanced Data Analytics course are ready to dive in a data analytic project, aiming at helping business exert value out of the data. From KPI monitoring to sales and marketing prediction; from resource optimization to managerial decision making.


The group consists of students from various backgrounds - mathematics, statistics, computer science and MBA, with different level of experiences in industry. Applying contemporary data analytics techniques into practical projects surely will help them acquire proficiency for their future career.


Students

Students
Workforce Development
Any level
4 students
Project
40 hours per student
Students apply to projects
Teams of 4
Expected outcomes and deliverables

The goal of the project is to deliver competitive advantages to business from the existing data. Upon the completion of a project, a comprehensive report is presented with highlights given on valuable hidden patterns. For Decision Analytics, insightful suggestions that address the business resources optimization will be provided.

Project timeline
  • February 1, 2024
    Experience start
  • February 16, 2024
    Data preparation
  • February 29, 2024
    Modeling
  • March 8, 2024
    Diagnostic Analysis
  • March 23, 2024
    Completion
  • March 29, 2024
    Experience end

Project Examples

Requirements

This group is capable of conducting data analytics tasks on

  • Exploratory data analytics, combined with data visualization, to help business identify micro patterns from daily transactional data and Web logs.
  • Data mining/Machine learning, to help business understand mid-term to long-term patterns from data such as customer's behavior, seasonal or annual sales & demands prediction. Notable projects including IMDB and Twitter Sentiment Analysis, data analysis for Canadian retailer stores, real estimate market analysis
  • Decision making, to help business control the utilization of production or service resources so as to maximize the profit expectation.