Data

Tools

Indexes

Applications

Experiments

Open Source Science

ai-commercial-decisionmaking

AI-Driven Large Dataset Analysis & Commercial Decision-Making: Research on predictive analytics, machine learning strategies, and real-world business applications [Python, TensorFlow, PyTorch] 🤖📊

https://github.com/rikulauttia/ai-commercial-decisionmaking

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: researchgate.net
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.0%) to scientific vocabulary

Keywords

artificial-intelligence big-data business-intelligence business-strategy commercial-decision-making data-analysis data-science decision-making deep-learning machine-learning neural-networks predictive-analytics python research thesis
Last synced: 6 months ago · JSON representation ·

Repository

AI-Driven Large Dataset Analysis & Commercial Decision-Making: Research on predictive analytics, machine learning strategies, and real-world business applications [Python, TensorFlow, PyTorch] 🤖📊

Basic Info
Statistics
  • Stars: 3
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
artificial-intelligence big-data business-intelligence business-strategy commercial-decision-making data-analysis data-science decision-making deep-learning machine-learning neural-networks predictive-analytics python research thesis
Created about 1 year ago · Last pushed about 1 year ago
Metadata Files
Readme License Citation

README.md

AI-Powered Commercial Decision-Making Through Large Dataset Analysis 🚀

Transforming business intelligence through artificial intelligence and machine learning

MIT License LinkedIn University of Turku Research Gate

🎯 Executive Summary

Groundbreaking research on how artificial intelligence transforms commercial decision-making through advanced large dataset analysis. This bachelor's thesis explores cutting-edge AI applications in business intelligence, predictive analytics, and automated decision systems.

🌟 Key Highlights

  • Advanced AI algorithms for business decision optimization
  • Large-scale data processing frameworks
  • Real-world commercial applications
  • Ethical considerations in AI implementation

📚 Available in Two Languages

English Version

The Role of Artificial Intelligence in Analyzing Large Datasets and Its Utilization in Commercial Decision-Making

Finnish Version

Tekoälyn rooli suurten datamassojen analysoinnissa ja sen hyödyntäminen kaupalliseen päätöksentekoon

🔬 Research Focus Areas

1. AI & Machine Learning in Business

  • Deep learning applications in commercial contexts
  • Neural networks for pattern recognition
  • Predictive modeling and forecasting
  • Business process automation

2. Big Data Analytics

  • Large-scale data processing frameworks
  • Real-time analytics systems
  • Data mining techniques
  • Scalable architecture design

3. Commercial Applications

  • Business intelligence optimization
  • Decision support systems
  • Risk management frameworks
  • Market analysis automation

💡 Key Findings & Impact

This research delivers groundbreaking insights into:

  • AI-driven decision optimization strategies
  • Scalable data processing frameworks
  • Real-world implementation guidelines
  • Future trends in business intelligence

📂 Repository Structure

AI-Commercial-DecisionMaking/ ├── CITATION.cff # Citation information ├── LICENSE # MIT License ├── README.md # This documentation ├── The Role of Artificial Intelligence in Analyzing Large Datasets and Its Utilization in Commercial Decision-Making.docx ├── The Role of Artificial Intelligence in Analyzing Large Datasets and Its Utilization in Commercial Decision-Making.pdf ├── Tekoälyn rooli suurten datamassojen analysoinnissa ja sen hyödyntäminen kaupalliseen päätöksentekoon.docx └── Tekoälyn rooli suurten datamassojen analysoinnissa ja sen hyödyntäminen kaupalliseen päätöksentekoon.pdf

📚 Academic Citation

For academic references, please use:

bibtex @thesis{Lauttia2025, author = {Lauttia, Riku}, title = {The Role of Artificial Intelligence in Analyzing Large Datasets and Its Utilization in Commercial Decision-Making}, school = {University of Turku}, year = {2025}, type = {Bachelor's Thesis}, keywords = {artificial intelligence, machine learning, business intelligence, commercial decision-making, big data analytics} }

🤝 Contribute & Collaborate

While this represents academic research, I welcome:

  • Industry insights and practical applications
  • Implementation examples and case studies
  • Related research references
  • Discussion through Issues

🌐 Connect & Network

⚖️ License

This research is shared under the MIT License - see LICENSE for details.

Keywords

artificial intelligence, machine learning, business intelligence, commercial decision-making, big data analytics, predictive analytics, neural networks, data science, business automation, decision support systems

⭐️ Support This Research: If you find value in this work, please consider starring the repository and sharing it with your network!

Owner

  • Name: Riku Lauttia
  • Login: rikulauttia
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this research, please cite it as below."
authors:
  - family-names: "Lauttia"
    given-names: "Riku"
title: "The Role of Artificial Intelligence in Analyzing Large Datasets and Its Utilization in Commercial Decision-Making"
type: thesis
date-released: 2025-02-14
url: "https://github.com/rikulauttia/AI-Commercial-DecisionMaking"
abstract: "This bachelor's thesis explores the transformative role of Artificial Intelligence in analyzing large datasets and its practical applications in commercial decision-making. The research investigates how AI-driven insights are revolutionizing business strategy and operational efficiency through comprehensive analysis and real-world applications."
keywords:
  - "artificial intelligence"
  - "machine learning"
  - "big data"
  - "commercial decision-making"
  - "business intelligence"
  - "data analysis"
version: "1.0.0"
license: MIT
repository-code: "https://github.com/rikulauttia/AI-Commercial-DecisionMaking"
institution:
  name: "University of Turku"
  address: "20014 Turun yliopisto"
  city: "Turku"
  country: FI
preferred-citation:
  type: thesis
  authors:
    - family-names: "Lauttia"
      given-names: "Riku"
  title: "The Role of Artificial Intelligence in Analyzing Large Datasets and Its Utilization in Commercial Decision-Making"
  year: 2025
  institution:
    name: "University of Turku"
    country: FI

GitHub Events

Total
  • Watch event: 3
  • Push event: 4
  • Create event: 2
Last Year
  • Watch event: 3
  • Push event: 4
  • Create event: 2

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels