Description
Course Trending Stocks with Python Reddit Twitter and ChatGPT. In this practical comprehensive course, you will enter the world of stock analysis using Python, PRAW, Twitter API and ChatGPT. You will focus on using social media data to identify trending stocks and extract valuable insights. By combining the power of Python with real-time information from Twitter and Reddit, you will gain a competitive edge in analyzing market trends. First, you will analyze Reddit data using PRAW (Python Reddit API Wrapper). Learn to extract stock opinions from popular subcategories, identify mentioned stock indices and get key sentiment indicators from discussions. You will gain insights into market sentiment and community perceptions and uncover trends that can influence investment decisions. Next, you will learn how to collect data from Twitter using the Twitter API. Discover techniques to retrieve tweets about stocks and filter the tweets you want. Discover valuable information hidden in the vast sea of social media posts. You will use ChatGPT, an advanced language model from OpenAI, to capture large amounts of data. You will use the power of natural language processing (NLP) to create concise summaries of comments on stocks collected from Twitter and Reddit. Learn how to improve ChatGPT for better performance in summarizing financial discussions, allowing you to effectively understand the nature of conversations. Equipped with summarized insights, you create customizable email reports to deliver the most relevant and up-to-date information to yourself or your clients. Using SMTP and MIME in Python, you will automate the process of sending reports with a professional touch. You will explore techniques of template customization, email variable management, and error management to ensure smooth delivery of reports. During the course, you will gain practical skills that go beyond stock analysis. You will learn to work with APIs, manage data collection and preprocessing, apply NLP techniques, and develop automated systems. These skills can be applied to various real-world scenarios in finance, technology, and data analysis. By the end of the course, you will be well-equipped to analyze trending stocks using the power of Python, PRAW, Twitter API, and ChatGPT. You will have the ability to collect and process data from Twitter and Reddit, extract valuable insights, generate summarized reports, and automate the distribution process. Get ready to make informed investment decisions and discover hidden opportunities in the dynamic world of stock market analysis.
What you’ll learn in the Trending Stocks with Python Reddit Twitter and ChatGPT course
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Learn how to use Python and PRAW to collect and analyze data from Reddit posts
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Explore the power of Twitter’s API to collect real-time data on trending stocks
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Learn how to harness the power of ChatGPT to summarize large volumes of comments and extract valuable insights on trending stocks.
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Develop practical skills in logging and debugging code and learn how to store logs in AWS S3 to ensure smooth performance and ease of use.
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Learn how to set up an automated email system with email templates in Python
This course is suitable for those who
- Developers and programming enthusiasts interested in learning about Python programming, natural language processing, and API integration.
- Traders, investors, and financial professionals who want to use AI-powered tools and social media data to gain valuable insights on trending stocks and make informed investment decisions.
- Data analysts and researchers interested in exploring the application of Python and artificial intelligence techniques in finance and stock market analysis.
Profile of Trending Stocks with Python Reddit Twitter and ChatGPT Course
- Publisher: Udemy
- coach: steve aven
- Training level: Beginner to advanced
- Training duration: 3 hours 45 minutes
- Number of courses: 19
Course Topics Trending Stocks with Python Reddit Twitter and ChatGPT
Prerequisites of Trending Stocks with Python Reddit Twitter and ChatGPT course
- Some development experience, but not necessarily Python experience.
- An OpenAI API key
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