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

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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