
GDG on Campus Walchand College of Engineering - Sangli, India
GDG On Campus is organizing the AI/ML Bootcamp where we will teach basics to advanced concepts of AI and ML.
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Join us for an exciting AI/ML Bootcamp where you'll dive into the world of Artificial Intelligence (AI) and Machine Learning (ML)! This bootcamp is designed for beginners and enthusiasts, aiming to provide a comprehensive understanding of the fundamentals and practical applications of AI/ML.
Key Topics:
Introduction to AI/ML:
What are AI and ML? Learn about their role in transforming industries and the world around us.
Impacts & Benefits of AI/ML:
Discover how AI/ML is revolutionizing sectors like healthcare, finance, education, and more, and the potential benefits for society.
Basic Tools of AI/ML:
Explore the essential tools that power AI/ML development, from coding platforms to data analysis tools.
Python Basics for AI/ML:
Get hands-on with Python, the go-to language for AI/ML, and its core elements: data types, loops, strings, lists, and dictionaries.
Python Libraries for ML:
An introduction to popular Python libraries—NumPy for numerical computing, Pandas for data manipulation, and Matplotlib for visualization.
Machine Learning Concepts:
Understand the different types of ML, including supervised, unsupervised, and reinforcement learning. Delve into Scikit-learn, a powerful ML library.
ML Models:
Learn about essential ML models such as Linear Regression and Decision Trees, and how they are used to predict outcomes and classify data.
Deep Learning (DL):
Discover why Deep Learning is rapidly becoming a crucial part of AI, focusing on its ability to process large datasets and deliver better insights.
TensorFlow Introduction:
Get started with TensorFlow, one of the leading deep learning libraries, and see how it powers modern AI applications.
Project Day:
On the final day of the bootcamp, participants will engage in a hands-on project, applying the knowledge and skills acquired throughout the sessions. The specific project will be revealed on the day to enhance the learning experience!
October 21 – 23, 2024
12:30 PM – 2:30 PM (UTC)
Walchand College Of Engineering Sangli
GDGoC Organizer
Co - Lead GDG WCE
Walchand College of Engineering
Secretary GDG WCE
Google developer groups on Campus Wce
Management Lead GDG WCE
AI ML Lead GDG WCE
Walchand College of Engineering Sangli
AI ML Lead GDG WCE