ChatGPT for Data Science
Dive deeper into using ChatGPT for data science tasks. Explore techniques for data preprocessing, feature engineering, model training, and deploying ChatGPT models for specific data analysis and prediction tasks.
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An outline of this training course
In this course, data analysts will dive into the exciting world of using ChatGPT, a powerful language model developed by OpenAI, for data science. This course is designed to provide the knowledge and skills to leverage ChatGPT in data analysis workflows.
Throughout the course, participants will learn how to integrate ChatGPT into their projects, utilizing its coding support to enhance productivity. They will gain an understanding of ChatGPT's underlying concepts, empowering them to make informed decisions regarding its effective utilization. The course also covers techniques for documenting and analyzing ChatGPT's outputs and responses, ensuring reliability and trustworthiness. Additionally, they will delve into the Langchain project, which extends ChatGPT's capabilities through domain-specific fine-tuning and multilingual support.
By the end of the course, data analysts will be able to apply their newfound skills in utilizing ChatGPT to enhance productivity and problem-solving abilities. With ChatGPT, you can leverage its language understanding and generation capabilities to automate tasks, generate reports, and assist with data analysis, leading to more efficient workflows and valuable insights.
What are needed to take this course
To fully benefit from this course, participants should have a basic understanding of data analysis concepts, and programming languages such as Python, and familiarity with machine learning principles.
Who is the course for
This course is designed for data analysts who want to enhance their data science skills by incorporating ChatGPT.
Details of what you will learn during this course
By the end of this course, you will:
- Utilize ChatGPT for enhanced coding support in data science projects.
- Gain an understanding of ChatGPT's underlying concepts and principles.
- Develop skills for effective documentation and analysis of ChatGPT outputs.
- Explore diverse learning resources to maximize ChatGPT's potential in data science.
- Understand the Langchain project and its implications for ChatGPT applications.
What you get with the course
- A 1+hour self-paced video training
Field(s) of Study
Computer Software & App
Instruction Delivery Method
***This course was published in June 2023
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