Enroll Course: https://www.udemy.com/course/chatgpt-code-interpreter/
In today’s data-driven world, the ability to analyze information effectively is crucial for business success. Traditionally, this required a deep understanding of mathematics, specialized knowledge, and coding skills. However, the advent of ChatGPT’s Advanced Data Analysis (formerly Code Interpreter) has democratized data analysis, making it accessible to everyone, even those without a technical background.
I recently explored a Udemy course titled “【生成AIデータ分析講座】ビジネス活用できる分析手法と使うコツ・実践テクニックを網羅【初心者向け】【ChatGPT】” (roughly translated as “Generative AI Data Analysis Course: Covering Analysis Methods, Usage Tips, and Practical Techniques for Business Application [Beginner Friendly] [ChatGPT]”). This course is designed specifically for business professionals who want to leverage data analysis without getting bogged down in complex jargon.
The course excels at breaking down sophisticated analytical techniques into easily digestible steps. It focuses on practical application, showing you how to use ChatGPT’s Advanced Data Analysis feature to perform a wide array of marketing and business analyses. The instructor, who holds a “Data Scientist Certification – Literacy Level,” guides learners through techniques such as:
* Exploratory Data Analysis (EDA)
* ABC Analysis
* Decile Analysis
* RFM Analysis
* Cross-Tabulation
* AB Testing
* Simple Linear Regression
* Multiple Regression
* Logistic Regression
* Causal Analysis
* Conjoint Analysis
* Retention Analysis
* Time Series Analysis (ARIMA)
Beyond specific methods, the course also covers fundamental statistical concepts like variables, basic statistics (variance, standard deviation), normal distribution, correlation analysis, estimation, hypothesis testing (t-tests, ANOVA, chi-squared tests), and experimental design. This comprehensive approach ensures that even beginners can grasp the underlying principles.
What makes this course particularly valuable is its focus on practical prompt engineering for ChatGPT. By mimicking the prompts provided in the course, you can quickly generate insightful analyses that would otherwise take hours or require specialized software. The course also aligns with IPA skill sets, particularly in DX promotion and data science competencies, covering data understanding, visualization, prediction, estimation, grouping, relationship analysis, data processing, and more.
While the course notes that the Advanced Data Analysis feature can sometimes take time to process, and some parts have been edited for brevity, the provided output examples are highly illustrative. It’s important to remember that AI outputs can vary, but the course equips you with the skills to navigate these variations.
**Recommendation:**
For any business professional looking to enhance their analytical capabilities and gain a competitive edge, this Udemy course is a highly recommended investment. It effectively bridges the gap between complex data science and practical business application, empowering you to derive actionable insights from your data using the power of Generative AI. If you’re ready to move beyond basic spreadsheets and tap into the full potential of your business data, this course is an excellent starting point.
Enroll Course: https://www.udemy.com/course/chatgpt-code-interpreter/