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Advanced AI & LLM in Social Media Platforms

This advanced course delves into the application of AI and Large Language Models (LLMs) in social media platforms. It covers cutting-edge techniques in NLP, deep learning, recommendation systems, content moderation, trend analysis, and automation, with a focus on solving complex challenges. The course explores real-world AI deployment strategies, including the use of LLMs for personalized user experiences, sentiment analysis, influencer marketing, and advanced privacy and ethics considerations in social media environments.

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Course Duration:

39 hours

Level:

Advanced

Course Objectives

  • Understand advanced AI techniques and LLMs in the context of social media.

  • Apply deep learning models for NLP and social media content analysis.

  • Develop AI-driven content moderation systems and ethical AI practices.

  • Build personalized recommendation systems and trend prediction models.

  • Use AI for influencer detection, social media bots, and campaign automation.

  • Explore privacy, data protection, and security concerns in AI-driven social media platforms.

  • Gain hands-on experience in deploying AI solutions for real-world social media challenges.

Prerequisites

  • Strong foundation in machine learning and AI concepts.

  • Experience with social media data and APIs.

  • Proficiency in programming (Python, TensorFlow, PyTorch).

  • Familiarity with basic NLP techniques and deep learning models.

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