Data analytics & Decision Making

STAT8050
Fermé
Conestoga College
Kitchener, Ontario, Canada
Tao Xu Il
Dr.
(1)
5
Chronologie
  • février 1, 2024
    Début de expérience
  • février 16, 2024
    Data preparation
  • février 29, 2024
    Modeling
  • mars 8, 2024
    Diagnostic Analysis
  • mars 23, 2024
    Completion
  • mars 29, 2024
    Fin de expérience
Expérience
10/10 match de projet
Dates fixées par le expérience
Entreprises privilégiées
Canada
Entreprise familiale, Large enterprise, Non profit, Small to medium enterprise, Entreprise sociale
N'importe qu'elle industrie
Catégories
Apprentissage automatique Visualisation des données Analyse des données Modélisation des données Data science
Compétences
python ms power bi ms excel r database
Objectifs et capacités de apprenant.es

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.


Apprenant.es
Développement de la main-d'oeuvre
Tout niveau
4 apprenant.es dans le programme
Projet
40 heures par apprenant.e
Les apprenant.es s'inscrivent aux projets
Équipes de 4
Résultats et livrables attendus

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.

Chronologie du projet
  • février 1, 2024
    Début de expérience
  • février 16, 2024
    Data preparation
  • février 29, 2024
    Modeling
  • mars 8, 2024
    Diagnostic Analysis
  • mars 23, 2024
    Completion
  • mars 29, 2024
    Fin de expérience
Exemples de projets

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.