Introduction to Machine Learning - Session 1

Greetings from GDSC ASEB! 👋👋 Are you curious about how Netflix can suggest the perfect show just for you? Or how ads seem to be tailored directly to your interests? What about your Instagram feed, which always seems to be filled with captivating posts and reels? 🤔 If you're intrigued by these AI-powered recommendations and want to learn more about the mechanics behind them, do join us for an incredible session on supervised learning and classification models. ✨ Our session will help you to delve into the capabilities of machine learning and explore the different types of ML. You'll even get hands-on experience to test your newfound knowledge. Let's dive into AI together! 🤖 Agenda: 👉 What can ML do? 👉 Types of Machine Learning 👉 Supervised learning (classification models) 👉 Q&A Timeline: 0:00 : Introduction 0:12 : What is Machine Learning 0:34 : What can ML do? 1:46 : Types of ML 2:18 : Training and Testing (Supervised Model) 3:44 : KNN Classification Algorithm 3:56 : A toy classification problem 4:24 : What is Accuracy? 4:57 : Affect of scaling on KNN 5:46 : Logistic Regression Model 6:25 : Flowchart 6:57 : Parameters 7:23 : Confusion Matrix 9:13 : Outro About the speakers: Aditya Ithamraju A second year Electronics and Computer engineer who is very passionate about automobiles and electronics. Currently exploring fields related to IoT, Embedded Systems and Integrated Circuits. I'm known to be an effective collaborator and also am a fast grasper of languages and concepts. An investor in the trading markets and an avid driving enthusiast during my free time. Deivanai Saravanan I'm a dedicated coding enthusiast and passionate learner, eager to explore various tech fields. I'm good at solving challenges and finding new, smart solutions in the tech world. What truly sets me apart is my ability to translate complex concepts into easily understandable insights. I love coming up with creative ideas and working together in teams to achieve outstanding results. B. U. Naveen Raj Naveen is a passionate and enthusiastic coder and developer. He has profound interest in Web Development, Artificial Intelligence and Cloud Computing. Engaging in extracurricular activities, fostering relationships, and cultivating soft skills are equally important to him. He believes in the power of collaboration, effective communication, and embracing challenges as opportunities for growth. To attend our events visit : https://bit.ly/DSC-ASEB-Events Join DSC ASEB: https://bit.ly/DSC-ASEB-Teams GitHub: https://bit.ly/DSC-ASEB-GitHub LinkedIn: https://bit.ly/DSC-ASEB-LinkedIn Instagram: https://bit.ly/DSC-ASEB-Instagram Facebook: https://bit.ly/DSC-ASEB-Facebook Twitter: https://bit.ly/DSC-ASEB-Twitter Other links: https://bit.ly/DSC-ASEB