Twitter Search API V2 Tweet Classification: OpenAI AI API

Description

The "Twitter Search API V2 Tweet Classification: OpenAI AI API" course is designed to provide participants with a comprehensive understanding of using the Twitter Search API V2 for tweet classification using the OpenAI AI API. This course is ideal for developers, data scientists, and anyone interested in leveraging the power of Twitter data for various applications, such as sentiment analysis, topic detection, and trend identification.

What You will Learn?

Understand the fundamentals of the Twitter Search API V2 and its capabilities.
Learn how to authenticate and access the Twitter Search API V2 using the appropriate credentials.
Discover best practices for optimizing performance and handling large-scale tweet data.

Pre-Requisites

Skills

Proficiency in utilizing the Twitter Search API V2 for data collection.
Ability to classify tweets using the OpenAI AI API.

SECTION 1: TWEET CLASSIFICATION: OPENAI AI API
In this section, you will dive into the fascinating world of tweet classification using the OpenAI AI API. Twitter is a vast platform with millions of tweets being posted every day, and being able to classify and analyze this vast amount of data can provide valuable insights and opportunities. You will learn how to leverage OpenAI's powerful AI models to automatically classify tweets based on various criteria such as sentiment, topic, or user intent.
- Introduction and Setup: Application Overview, GitHub Repo, Flask App, and OpenAI Configuration
  00:22:28
- Creating the Classification Training Document and Uploading to OpenAI
  00:26:00
- Python Code for String Classification and Flask Integration
  00:32:47

Tutor: Bertha Kgokong

Software Programmer And Tech Entrepreneur

Software Programmer and Tech Entrepreneur, i have extensive experience in Software Development - end-to-end in most platforms, Business Processes and Entrepreneurship. I am a fully qualified Engineer, with a Bachelors Degree and Masters in Business Administration - with over 17 years of professional experience. I am also an entrepreneur with a couple of award winning ventures and projects in Software Development.