Description
Data Analysis with Generative AI Course. This course is an intermediate-level, hands-on program for using generative AI tools like ChatGPT to analyze, clean, and validate real-world data. Generative AI can analyze data sets in seconds, provided the user knows how to prompt correctly and can recognize potential errors. In this hands-on course, learners learn how to implement advanced AI tools on real-world data. This data includes customer churn datasets and USPTO trademark records. The course teaches participants how to examine data, generate summary statistics, and derive actionable insights by sending appropriate commands to large language models (LLMs). Additionally, participants will learn how to clean and standardize irregular data, deduplicate, group entity names, and evaluate modeling approaches such as logistic and survival models. One of the most important parts of this course is how to check whether a large language model has actually analyzed the original file, as well as how to identify and fix hallucinations before reaching a final conclusion. This course is designed by Anaconda and helps data analysts, data scientists, and all interested parties strengthen their vital skills for critical and reliable data analysis using artificial intelligence.
What you will learn
- Prompt Engineering Principles for Optimal Use of Artificial Intelligence in Data Analysis
- Methods for examining data, generating summary statistics, and extracting actionable insights with the help of large language models
- Clean and standardize irregular data, remove duplicates, and group names
- Review and compare modeling approaches such as logistic and survival models
- How to verify files analyzed by AI and ensure its correct performance
- Techniques for identifying and correcting hallucinations before drawing final conclusions
- Applying AI tools to real-world data such as customer churn files and USPTO trademark documents
This course is suitable for people who:
- Data analysts who want to accelerate their analysis processes with modern AI tools
- Data scientists looking for advanced data validation and cleansing methods with the help of an LLM
- Those interested in learning the practical application of generative artificial intelligence in processing and analyzing data sets.
- People who want to increase their critical thinking skills in reviewing AI outputs
Data Analysis with Generative AI Course Specifications
- Publisher: LinkedIn
- Instructor: Anaconda, Inc.
- Education level: Intermediate
- Training duration: 1 hour and 43 minutes
Course headings
Course images
Sample course video
Installation Guide
After Extract, view with your favorite player.
Subtitles: English
Quality: 720p
Download link
Rapidgator link
File(s) password: www.downloadly.ir
File size
304 MB