Developing Elementary Ai Applications For Coding And Data Sc

Developing Elementary Ai Applications For Coding And Data Sc
Published 4/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English

| Size: 541.91 MB[/center]
| Duration: 1h 17m
Unlocking AI Potential: Mastering OpenAI's Python API for Coding and Data Science Automation

What you'll learn

Understand how the OpenAI API functions

Construct initial OpenAI API queries using Python

Develop OpenAI API queries tailored for automating coding tasks

Utilize the OpenAI API for automating data science tasks

Requirements

No specific requirements or prerequisites

Description

"Developing Elementary AI Applications for Coding and Data Science with OpenAI's Python API" is a comprehensive journey into the realm of harnessing the formidable capabilities of OpenAI's Python API to streamline and automate coding and data science tasks. This course is meticulously crafted to provide participants with a robust foundation in leveraging OpenAI's cutting-edge technology to enhance their projects and workflows.The curriculum commences with a comprehensive overview of the OpenAI API, offering participants invaluable insights into its functionality and the myriad possibilities it presents for automation and optimization in coding and data science endeavors. From understanding the API's syntax to exploring its diverse capabilities, participants embark on a hands-on exploration of building their initial queries, laying a solid groundwork for subsequent modules.As the course unfolds, participants progress to more intricate tasks, delving into the realm of automating coding tasks using the OpenAI API. Through immersive tutorials and practical exercises, learners discover how to harness the API's power to effortlessly generate code snippets, automate repetitive programming tasks, and substantially boost their coding efficiency, thereby accelerating project timelines and productivity.Moreover, participants will delve into leveraging the OpenAI API for automating data science tasks, unlocking the potential to glean actionable insights from datasets, automate data preprocessing and analysis workflows, and streamline their overall data science projects. This segment equips learners with indispensable skills to navigate the complexities of data science with unparalleled ease and efficiency.By the culmination of the course, students emerge equipped with a profound understanding of how to wield the OpenAI Python API to construct AI-powered coding and data science applications tailored to their unique needs. Whether participants are novices taking their initial steps into the world of AI-driven automation or seasoned developers seeking to augment their skill set, this course serves as an invaluable resource, providing them with the tools and knowledge needed to propel their coding and data science projects to new heights of success and efficiency. Join us on this transformative journey and unlock the boundless potential of OpenAI's Python API in revolutionizing your coding and data science endeavors.

Overview

Section 1: How OpenAI API Works

Lecture 1 01 OpenAI API Models to Work With

Lecture 2 02 How OpenAI API Works

Lecture 3 03 Adjust OpenAI API Model Parameters

Section 2: Build your first OpenAI API queries with Python

Lecture 4 01 Use OpenAI API to answer questions like ChatGTP

Lecture 5 02 Correct grammar with OpenAI API

Lecture 6 03 Summarize and simplify text with OpenAI API

Lecture 7 04 Translate text with OpenAI API

Lecture 8 Bonus Lecture

Section 3: Build OpenAI API queries for to automate coding tasks

Lecture 9 01 Generate code with OpenAI API

Lecture 10 02 Explain code with OpenAI API

Lecture 11 03 Calculate time complexity with OpenAI API

Lecture 12 04 Translate programming languages with OpenAI API

Lecture 13 05 Fix bugs in code with OpenAI API

Section 4: Use OpenAI API to automate data science tasks

Lecture 14 01 Generate SQL queries with OpenAI Py

Lecture 15 02 Build structured table data from long form text

Lecture 16 03 Classify items into categories with OpenAI API

Lecture 17 04 Generate spreadsheets and lists with ChatGPT OpenAI API

Lecture 18 Bonus Lecture

Absolute Beginners