Understanding Machine Learning with Vivek Menon (Sr. ML Engineer) Hosted by Chennai AI Community

Описание: In this episode of the Chennai AI Community Podcast, we sit down with Vivek Menon, a Senior Machine Learning Engineer, to explore the real-world workflow of machine learning and what it truly means to work in this dynamic field.

With Host: Mohammed Yousef Shaik - AI Entrepreneur

🔍 What you'll learn in this episode:

01:12 - Vivek's Inspiring Journey: Overcoming college arrears to Sr ML Engineer
04:32 - Understanding Machine Learning
06:50 - ML workflow - Data Collection
08:20 - Data Cleaning, Clearing outlier
13:20 - Choosing the Right Algorithm for a Given Task
15:45 - ML Model Training Infrastructure: Requirements and Examples
16:59 - Splitting Datasets for ML Training: The 70/30 Approach
19:21 - What Is a Machine Learning Model?
21:08 - Understanding Scenarios of Data Drift and Model Drift
22:00 - MLOps: An Introductory Overview
23:40 - A Quick Summary of the ML Workflow
24:45 - How Professionals from Diverse Fields Move into AI
29:30 - Entering AI: Options for AI & Non-AI Undergrads
32:22 - Staying Current and Competitive in the ML Field

Whether you're an AI enthusiast, a student looking to enter the space, or a professional curious about transitioning into machine learning—this episode has something for you!

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