Data Analysis with OpenAI API: Save time with GenAI
In this 2-hour project-based course, you will embark on an exciting journey as a mid-level data analyst at TechTrends, a thriving e-commerce company specializing in electronic gadgets and accessories. Your mission is to leverage the power of cutting-edge AI technology, specifically the OpenAI API's GPT-4, to extract invaluable insights from the treasure trove of sales data at TechTrends. As the driving force behind data-driven decisions that transcend traditional boundaries, you will delve into the world of data analysis and insight extraction.
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- Level Intermediate
- المدة 2 ساعات hours
- الطبع بواسطة Coursera Project Network
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Offered by
عن
In this 2-hour project-based course, you will embark on an exciting journey as a mid-level data analyst at TechTrends, a thriving e-commerce company specializing in electronic gadgets and accessories. Your mission is to leverage the power of cutting-edge AI technology, specifically the OpenAI API's GPT-4, to extract invaluable insights from the treasure trove of sales data at TechTrends. As the driving force behind data-driven decisions that transcend traditional boundaries, you will delve into the world of data analysis and insight extraction. GPT-4 will become your trusted partner in unraveling the hidden gems within our extensive sales dataset. Your newfound expertise will empower TechTrends to maintain its leadership in e-commerce innovation and stay ahead of the curve in this ever-evolving industry. To get the most out of this course, you'll need access to the OpenAI API Key and a basic understanding of data analysis concepts, including data types, and data manipulation, along with some familiarity with Python. This course is for those who are experienced data analysts with at least a basic knowledge of Python and want to explore the exciting applications of generative AI in data analysis.الوحدات
Your Learning Journey
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8
Videos
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2
Readings
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1
Plugin
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1
Lab
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1
Assignment
1
Assignment
- Assess Your Knowledge
1
Labs
- [Optional] Access Your GPT GenAI Playground
8
Videos
- 1- Set up the project environment
- 2- Craft Prompts to Communicate with the API
- 3 - Add context to prompts
- Practice Task - Crafting Effective Prompts
- 4- Include Data in prompts
- 5- Ask analytical questions based on data
- 6- Product Sales Analysis with Prompts
- Cumulative Activity - Confirmatory Data Analysis using Generative AI
2
Readings
- Project Overview
- [Optional] The GPT Generative AI Lab Playground
Auto Summary
Embark on a 2-hour, project-based journey in "Data Analysis with OpenAI API: Save time with GenAI" and enhance your data science skills. Guided by Coursera, this intermediate-level course focuses on leveraging GPT-4 to extract insights from e-commerce sales data. Ideal for experienced data analysts with basic Python knowledge, it offers free access and equips you with cutting-edge AI techniques to drive innovative decision-making at TechTrends.
Ahmad Varasteh