Using AI for Data-Driven Insights
58mIntermediate2025-03-05
Authors
Justin Bateh
Course details
The course is designed for those looking to enhance their decision-making capabilities using artificial intelligence, particularly through ChatGPT, without needing advanced technical skills. With AI, you can turn raw data into powerful insights that drive smarter, faster decisions. Move beyond using outdated data or, worse, “going with your gut,” and join instructor Justin Bateh as he shares practical AI tools that can help you make more accurate and informed decisions.
Learning objectives
Identify key business problems that can be solved using data-driven insights with ChatGPT.
Analyze business datasets to uncover trends, customer segments, and forecasting needs.
Apply ChatGPT to process and clean business data for further analysis.
Evaluate different AI-generated predictions, forecasts, and risk assessments to make informed business decisions.
Create effective data-driven reports and presentations that summarize AI-generated insights.
Synthesize AI-based solutions to optimize inventory levels, forecast sales, and assess market risks.
Develop strategic recommendations for improving business operations based on AI-driven insights.
Learning objectives
Identify key business problems that can be solved using data-driven insights with ChatGPT.
Analyze business datasets to uncover trends, customer segments, and forecasting needs.
Apply ChatGPT to process and clean business data for further analysis.
Evaluate different AI-generated predictions, forecasts, and risk assessments to make informed business decisions.
Create effective data-driven reports and presentations that summarize AI-generated insights.
Synthesize AI-based solutions to optimize inventory levels, forecast sales, and assess market risks.
Develop strategic recommendations for improving business operations based on AI-driven insights.
Skills covered
Artificial Intelligence for BusinessData AnalysisData ScienceBusiness Analysis and StrategyBusiness Software and ToolsOne-Off
Concepts
0. Introduction
- 01 - Overview of AI for data-driven insights
- 02 - How to access ChatGPT
- 03 - Case study setup
- 04 - Dataset exploration
1. AI for Data-Driven Insights
- 05 - Identify key business questions with ChatGPT for data-driven decisions
- 06 - Cleaning and preprocessing data with ChatGPT for analysis
- 07 - Uncovering trends through exploratory data analysis with ChatGPT
- 08 - Customer segmentation with ChatGPT for targeted marketing
- 09 - Forecasting future sales with ChatGPT for accurate predictions
- 10 - Optimizing inventory management through predictive analytics with ChatGPT
- 11 - Optimizing pricing strategies with ChatGPT for maximum profitability
- 12 - Making strategic decisions with ChatGPT using a decision tree
- 13 - Risk assessment and mitigation with ChatGPT in business
- 14 - Creating AI-powered reports and presentations with ChatGPT
Conclusion
- 15 - Next steps in leveraging AI for data-driven business growth
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