Machine Learning is the hot-topic nowadays, with new machine learning based applications coming out almost every day now. But not many people understand how these actually work. GDSC PUCIT brings to you this session on machine learning. We'll start from the very basics and go to a intermediate level. We'll also discuss its real world applications. After this event, you'll have enough knowledge to get started building your own machine learning models and use them in real world scenarios. Introduction to Machine Learning Machine Learning Workflow - Problem formulation and goal setting - Data collection and pre-processing - Feature engineering and selection - Model selection and training - Model evaluation and validation - Hyper-parameter tuning and optimization - Model deployment and monitoring Real-world Examples and Applications - Image and speech recognition - Natural language processing - Recommendation systems - Fraud detection and anomaly detection
Following is our agenda for the event
Tuesday, May 23, 2023
8:00 AM – 9:00 AM UTC
Tech Lead- Web
Management Lead
Devsint
GD Lead
Management Lead
Tech Lead-Mobile Dev
Management Lead
AI/ML Lead
PUCIT
Cyber Security Lead
Management Lead
University of the Punjab
Logistics Lead
Content Lead
Video Editor
Marketing lead
PUCIT
PR Lead
Tkbees
Tech Lead- AI/Ml