توضیحات
دوره آموزشی: AI in telecom (کاربردهای هوشمصنوعی در تلکام)
ساعت آموزشی مورد نیاز: 40 ساعت
مدرس: دکتر وحید محمد زاده
مخاطبین: کارشناسان فنی و مدیران عملیاتی حوزه تلکام
هدف برگزاری: توانمندسازی متخصصان برای استفاده از هوشمصنوعی در جهت بهبود خدمات، افزایش بهرهوری و ایجاد نوآوری در صنعت تلکام از اهداف این دوره است.
پیشنیاز: آشنایی با زبان برنامه نویسی Python
سرفصل:
- Customer Service Automation
- Chatbots for customer queries
- Voice assistants for call centers
- Text analysis for sentiment analysis
- Network Optimization
- Predictive maintenance of infrastructure
- Dynamic capacity management
- Traffic analysis and optimization using AI algorithms
- Fraud Detection
- Anomaly detection for unusual patterns
- Real-time fraud prevention systems
- Analysis of call patterns for fraudulent behavior
- Churn Prediction and Management
- Predictive analytics to identify at-risk customers
- Recommendation systems for retention strategies
- Customer segmentation using machine learning
- Quality Assurance and Management
- AI-based monitoring of network performance
- Automated quality testing of calls and connectivity
- Real-time data analytics for improved service quality
- Smart Billing Systems
- AI for personalized pricing models
- Analysis of billing patterns to avoid errors
- Automated dispute resolution through AI systems
- Supply Chain and Inventory Management
- Demand forecasting using AI algorithms
- Predictive analytics for stock management
- Optimization of logistics and delivery plans
- Market Analysis and Business Intelligence
- Customer behavior analysis for better decision-making
- Predictive analytics for new service offerings
- Social media analysis for brand monitoring
- Enhanced 5G Deployment
- AI-driven management of 5G resources
- Network slicing using AI algorithms
- Smart antennas and their configurations
- Data Management and Security
- AI for data encryption and security monitoring
- Fraud detection with machine learning in user data
- Privacy compliance monitoring using AI systems
دیدگاهها
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