AI/ML with Python: Web Scraping & Sentiment Analysis
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Description
In this campaign, we continue our journey into the realm of natural language processing (NLP)! Building on our foundational insights from our previous campaign on NLP, we'll delve deeper into the significance of NLP across various sectors.
Sentiment analysis stands out as a pivotal application, empowering businesses, politicians, and marketers to gauge public sentiments and perceptions about products or figures. This campaign will equip you with crucial tools: from data harvesting via web scraping to sentiment analysis leveraging Python's native libraries.
This campaign also comes with a bounty! Take the skills you’ve learnt in the campaign and use them to complete the bounty challenge at the end for an even larger reward payout 🔥
Learning Outcomes
By the end of this campaign, you will be able to:
- Use webscraping techniques for data acquisition
- Conduct sentiment analysis using different python packages
- Complete a capstone project on stock market sentiment analysis
Quests
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Data Extraction and Preprocessing through Webscraping
Past$1 Reward1241 PlayersView Quest
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Sentiment Analysis Tools
Past$2 Reward916 PlayersView Quest
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Analyzing Stock Data Sentiments with NLP
Past$2 Reward736 PlayersView Quest
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Bounty: Sentiment Analysis with Python Project
Past$20 Reward177 PlayersView Quest
View Quest
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