Events

Day-1 (26-06-2024) of faculty development program on AI/ML ,

At KLE polytechnic, Mahalingapur

Introduction to AI/ML: "Launched into the fascinating world of Artificial Intelligence and Machine Learning, laying the foundation for innovative advancements."

Linear Regression: "Explored the fundamentals of Linear Regression, a powerful tool for predictive analysis and data-driven decision making."

KNN: "Dived into K-Nearest Neighbors, a versatile algorithm for classification and regression, showcasing its simplicity and effectiveness."

Image Annotation: "Mastered the art of Image Annotation, a crucial step in preparing datasets for machine learning models, enhancing their accuracy and performance."

Practical Implementation of CNN to Detect Cat/Dog: "Implemented Convolutional Neural Networks to solve a classic image recognition problem, demonstrating the power of deep learning in practical applications."

Day-2 (27-06-2024)of faculty development program on AI/ML,

At KLE polytechnic, Mahalingpur

Practical Implementation: of Linear Regression, KNN, Weighted KNN, and Nearest Centroid: Introducing the fundamentals and practical applications of these essential algorithms.
Big Data: Exploring the significance and handling of large datasets in the modern data-driven world.
Data Analysis Process: Demonstrating the steps involved in analyzing and extracting meaningful insights from data.
Dimensionality Reduction: Simplifying complex datasets to improve computational efficiency and visualization.
Practical Implementation of YOLOV8 for Vehicle Detection with 6 Classes: Showcasing a powerful object detection model in action.
Foundation and History of AI: Providing context and background to understand the evolution of AI.
AI Tools for Research: Highlighting useful tools like SCISPACE, Gamma, ChatGPT, and ChatPDF to aid in research.