Course DescriptionDiscover the power of data analysis and artificial intelligence with this unique course AI Driven Data Analysis Using Chat GPT. This course is designed to equip you with the knowledge and skills to leverage ChatGPT, one of the most advanced AI models developed by OpenAI, for in-depth data analysis. Whether you are a beginner curious about AI and data science or a seasoned professional looking to enhance your skills, this course provides a structured path from fundamental concepts to advanced applications.Learning OutcomesBy the end of this course, you will be able to:Understand the essentials of ChatGPT and its significance in data analysis.Navigate through different versions of ChatGPT and select the appropriate one for your needs.Set up and use Jupyter Lab for executing ChatGPT-powered data analysis tasks.Master prompt engineering to optimize interactions with ChatGPT for specific outputs.Conduct comprehensive data screenings, manage missing values, and understand different imputation methods using ChatGPT.Perform advanced statistical analysis, including hypothesis testing, ANOVA, and regression analysis, facilitated by ChatGPT.Generate and interpret data visualizations and statistical reports in APA format using ChatGPT.Develop and validate data-driven hypotheses, leveraging the AI’s capabilities to enhance accuracy and insights.Pre-requisitesThis course is accessible to learners with varying levels of experience. However, the following are recommended to ensure a smooth learning journey:Basic understanding of data analysis and statistics.Familiarity with Python programming is beneficial but not mandatory.Access to a computer capable of running Anaconda and Jupyter Lab.Unique FeaturesHands-On Learning
