NLP for Quantitative Finance
Apply NLP techniques to extract insights from financial news, social media, and earnings reports for sentiment analysis and event-driven trading.
15 courses
Learn how to analyze unstructured social media text and financial news using Python and Colab to extract actionable insights and track market sentiment.
Learn to extract emotional tone and critical keywords from unstructured text using Azure AI services and modern Python SDKs.
Learn how to use Python to automate post scheduling, fetch platform data, and streamline your social media workflows through clear, step-by-step written guides.
Master the fundamentals of network theory and analyze complex social connections using Python and the NetworkX library.
Learn to analyze major national and global news updates through the lens of polity, governance, and international relations to write high-scoring exam answers.
Learn to connect to the Twitter API, manage user feeds, analyze engagement metrics, and track trending hashtags using clean, modern programming practices.
Learn to connect to the News API, query global articles, filter by language, and process live data using clean, modern Python code.
Learn to quickly preview, filter, and analyze large social media CSV exports directly from your terminal using powerful Bash commands and csvkit utilities.
Learn to authenticate, retrieve, and manage tweet data using Python and the Tweepy library, starting from API basics to writing your first data collection scripts.
Learn to write efficient Bash functions and Awk scripts to parse, filter, and extract valuable insights from Facebook message exports and structured CSV files.
Learn to design, transform, and select high-impact features from social media interactions and text content to build predictive engagement models.
Learn to parse microblogging logs, group users by shared hashtags, and analyze trending topics using modern Go data structures and efficient algorithms.
Build and analyze weighted social networks using NetworkX to map connections, calculate affinity scores, and understand community relationships.
Learn to extract trending search terms and social media hashtags using Beautiful Soup, process data with pandas, and build an interactive local web dashboard.
Learn to connect your Gatsby site to Telegram using Netlify serverless functions to receive instant website alerts and form submissions.