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Machine Learning - Unveiling the mysteries

PUCIT-New Campus - Samsani Road Lahore, 54000 - View Map University of the Punjab, Lahore
Tue, May 23, 1:00 PM (PKT)

Machine learning is a powerful tool that can be used to solve a wide variety of problems. This event will provide an overview of machine learning, including its history, different types, and applications. We will also discuss some of the challenges and opportunities that machine learning and mysteries that it withholds.

About this event

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.

Following is our agenda for the event

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

Speaker

When

Tuesday, May 23
1:00 PM - 2:00 PM (PKT)

Where

PUCIT-New Campus
Samsani Road Lahore, 54000

Organizers