AI in Social Media Analysis
Unlock Social Media Insights with AI: Analyze, Predict, and Optimize Engagement
Skills you will gain:
Participants will explore how AI tools like natural language processing (NLP) and machine learning can be applied to social media data. The program covers techniques for understanding sentiment, detecting trends, predicting virality, and creating strategies for social media optimization.
Aim: To equip participants with advanced skills to analyze and interpret data from social media platforms using AI technologies. This program will cover sentiment analysis, trend detection, and the use of AI for understanding user behavior and engagement on social platforms.
Program Objectives:
- Understand how AI can be applied to analyze social media data.
- Master sentiment analysis and trend detection using AI.
- Learn how to optimize social media strategies based on user engagement.
- Gain insights into visual content analysis using AI tools.
- Build a real-time social media analysis project.
What you will learn?
- Introduction to AI in Social Media
- Overview of social media data sources and types
- Importance of AI in understanding and analyzing social media data
- Natural Language Processing (NLP) for Social Media
- Text processing techniques for sentiment and emotion analysis
- Real-time sentiment analysis using AI tools
- Trend Detection and Social Listening with AI
- Using AI for real-time trend detection and analysis
- Predicting virality and social media trends using machine learning
- Social Media Engagement Analytics
- AI techniques for analyzing user behavior and engagement
- Tools to measure and improve social media ROI
- AI for Image and Video Analysis in Social Media
- Understanding visual content trends using AI
- Image recognition and video analysis techniques
- Hands-On Project: Social Media Sentiment and Trend Analysis
- Building a sentiment analysis and trend detection system using Python
- Analyzing real-time data from platforms like Twitter and Instagram
Intended For :
Social media marketers, data scientists, digital strategists, and AI professionals focusing on social platforms.
Career Supporting Skills