GDG on Campus Sri Eshwar College of Engineering - Coimbatore, India
This workshop introduces participants to the exciting fields of data science and machine learning, providing a beginner-friendly foundation in these in-demand areas. Through practical insights, hands-on demos, and interactive discussions, attendees will explore how data science and machine learning drive innovation in today’s world. Attend the event through https://meet.google.com/zmp-gvbm-xqz
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This workshop is crafted to introduce participants to the basics of data science and machine learning, covering essential concepts, market trends, and practical applications. Perfect for beginners, this session is structured for easy understanding and hands-on learning. Topics include:
Introduction and Overview of Data Science : Brief overview of the workshop, followed by an introduction to data science and current market trends.
Introduction to Machine Learning : Basics of machine learning, providing an understanding of how machines learn from data.
Deep Learning : Insight into neural networks, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Transfer Learning, and Generative Adversarial Networks (GANs).
Computer Vision : Introduction to image processing techniques, object detection, classification, and facial recognition.
Data Analysis : Overview of data analysis and its importance in business decision-making.
Natural Language Processing (NLP) : Text processing techniques, sentiment analysis, and machine translation.
Project Demo : A hands-on demonstration bringing together the various concepts covered in the workshop.
Interactive Activity : A quiz to reinforce learning and encourage engagement.
Q&A Session : An open floor for participant questions, providing clarification and additional insights.
This event is designed for anyone looking to start or deepen their knowledge in data science and machine learning.
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