Learning Paths for Technical Professionals

Data Analysis with ChatGPT

This starter learning path teaches how to leverage ChatGPT for data analysis and visualization, focusing on Excel integration, advanced formula generation, data cleaning, exploratory and predictive analytics, SQL query creation, and security best practices. Learners will explore generative AI tools, automate workflows, and gain practical experience in transforming, analyzing, and visualizing data using ChatGPT while understanding privacy and data protection considerations.

Skills:

AI-powered data analysis

Excel automation with ChatGPT

Advanced formula and macro generation

Data cleaning and transformation

Exploratory and predictive analytics

SQL query generation and debugging

Data visualization with generative AI

Natural language processing for insights

Data privacy and security best practices

Learning objectives:

  • Utilize ChatGPT to automate and enhance data analysis and visualization tasks in Microsoft Excel, including formula generation, data cleaning, and transformation.
  • Apply generative AI techniques for exploratory, predictive, and sentiment analysis across diverse datasets using ChatGPT.
  • Generate, debug, and optimize SQL queries and Excel VBA macros with ChatGPT to streamline data workflows.
  • Integrate ChatGPT with various data platforms and understand its capabilities and limitations in supervised, unsupervised, and NLP-driven analytics.
  • Implement best practices for data privacy and security when using ChatGPT, including risk mitigation and safe data handling procedures.

Target audience:

This path is designed for data analysts, business and IT professionals, and Excel users seeking to enhance their data analysis and visualization skills with AI-powered tools. It is also suitable for those interested in automating data workflows, generating insights from complex datasets, and understanding the security implications of using ChatGPT in business environments.

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