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In this comprehensive hands-on course, you'll delve into the world of stock analysis using Python, PRAW, Twitter API, and ChatGPT. You'll focus on leveraging social media data to identify trending stocks and extract valuable insights. By combining the power of Python with the real-time information from Twitter and Reddit, you'll gain a competitive edge in analyzing market trends.
First, you'll dive into analyzing Reddit data using PRAW (Python Reddit API Wrapper). Learn to extract stock-related comments from popular subreddits, identify stock tickers mentioned, and capture key sentiment indicators from the discussions. You'll gain insights into market sentiment and community perceptions, uncovering trends that can influence investment decisions.
Next, you'll learn how to gather data from Twitter using the Twitter API. Discover techniques to retrieve tweets related to stocks, and filter for the tweets that you want. Uncover the valuable information hidden within the vast sea of social media posts.
To distill the vast amount of information, you'll employ ChatGPT, an advanced language model from OpenAI. You'll harness the power of natural language processing (NLP) to generate concise summaries of the stock-related comments collected from Twitter and Reddit. Discover how to fine-tune ChatGPT for better performance in summarizing financial discussions, enabling you to capture the essence of the conversations effectively.
With the summarized insights in hand, you'll create customizable email reports to deliver the most relevant and up-to-date information to yourself or your subscribers. Utilizing SMTP and MIME in Python, you'll automate the process of sending the reports with a professional touch. You'll explore techniques for template customization, email variable handling, and error handling to ensure smooth delivery of the reports.
Throughout the course, you'll gain practical skills that extend beyond stock analysis. You'll learn to work with APIs, handle data collection and preprocessing, implement 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'll be well-equipped to analyze trending stocks by leveraging the power of Python, PRAW, Twitter API, and ChatGPT. You'll have the ability to gather and process data from Twitter and Reddit, extract valuable insights, generate summarized reports, and automate the delivery process. Prepare to make informed investment decisions and uncover hidden opportunities in the dynamic world of stock market analysis.
Everything You Need to Know About Trending Stocks with Python, Reddit, Twitter, and ChatGPT
This course is a comprehensive and well-structured introduction to Trending Stocks with Python, Reddit, Twitter, and ChatGPT. The instructor, Steve Avon, is a leading expert in the field with a wealth of experience in Development to share.
The course is well-structured and easy to follow, and the instructor does a great job of explaining complex concepts in a clear and concise way.
The course is divided into sections, each of which covers a different aspect related to Data Science. Each module contains a series of video lectures, readings, and hands-on exercises.
The instructor does a great job of explaining each topic in a clear and concise way. He/She also provides plenty of examples and exercises to help students learn the material.
One of the things I liked most about this course is that it is very practical. The instructor focuses on teaching students the skills and knowledge they need to succeed in the real world. He/She also provides students with access to a variety of resources, including templates, checklists, and cheat sheets.
Another thing I liked about this course is that it is offered on Udemy. Udemy is a great platform for taking online courses because it offers a lot of flexibility for students. Students can choose to take courses at their own pace, and they can access the course materials from anywhere with an internet connection.
Udemy also offers a variety of payment options, so students can find a plan that works for them. The course also has a very active community forum where students can ask questions and interact with each other. The instructor is also very responsive to student questions and feedback.
Overall, I highly recommend this course to anyone who is interested in learning Trending Stocks with Python, Reddit, Twitter, and ChatGPT. It is a well-organized and informative course that will teach you the skills and knowledge you need to succeed.
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