One of our best tutors. Quality profile, experienced in their field, verified qualifications and a great response time. Karthik Vinay Kumar will be happy to arrange your first Machine learning lesson.
Karthik Vinay Kumar
One of our best tutors. Quality profile, experienced in their field, verified qualifications and a great response time. Karthik Vinay Kumar will be happy to arrange your first Machine learning lesson.
- Rate S$32
- Response 1h
-
Students50+
Number of students accompanied by Karthik Vinay Kumar since their arrival at Superprof
Number of students accompanied by Karthik Vinay Kumar since their arrival at Superprof
S$32/h
Contact
- Machine learning
Machine Learning and Generative AI Tutor: Prompting, LLM Concepts, RAG Basics, and Real Mini Projects
- Machine learning
Lesson location
Ambassador
One of our best tutors. Quality profile, experience in their field, verified qualifications and a great response time. Karthik Vinay Kumar will be happy to arrange your first Machine learning lesson.
About Karthik Vinay Kumar
AI became real for me when I moved beyond theory and started building systems that actually workโmodels that learn from data, neural networks that improve through training, and GenAI workflows that can summarize, reason, and answer questions with the right structure.
Iโm a Masterโs graduate in Business Analytics & AI and a startup founder, and my focus is on practical, engineering-friendly AI. In my sessions, we study how machine learning methods work, how deep learning models are trained, and whatโs happening inside neural networks - while also connecting it to implementation using Python. We also cover modern GenAI concepts like LLM behavior, prompt patterns, and retrieval-based approaches (RAG), so learners understand how to build reliable GenAI workflows.
This is ideal if you want a strong foundation plus the ability to implement, evaluate, and explain AI models confidently.
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About the lesson
- Primary
- Secondary
- SPM
- +10
levels :
Primary
Secondary
SPM
Form 6
STPM
Adult education
Masters
Doctorate
Beginner
Intermediate
Advanced
Professional
Kids
- English
All languages in which the lesson is available :
English
Iโm a ๐๐ ๐๐ง๐ ๐ข๐ง๐๐๐ซ & ๐๐๐ญ๐ ๐๐๐ข๐๐ง๐ญ๐ข๐ฌ๐ญ. I teach end-to-end Machine Learning, Deep Learning, Neural Networks, and Generative AI with a structured approach that combines fundamentals + implementation.
๐๐จ๐ฎ๐ซ๐ฌ๐ ๐๐จ๐ง๐ญ๐๐ง๐ญ:
โข ML foundations: supervised/unsupervised learning, bias-variance, metrics, validation
โข Core models: regression, classification, trees/ensembles, clustering (concept + practice)
โข Deep Learning: training pipeline, loss functions, optimizers, regularization, dropout, batch norm
โข Neural Networks: forward/backprop intuition, activation functions, architecture choices
โข Practical workflows: data prep, feature handling, pipelines, experimentation
โข GenAI: prompt design patterns, LLM behavior, hallucinations, evaluation basics
โข RAG basics: chunking, embeddings, vector search, retrieval quality
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Recommendations
Recommendations come from relatives, friends and acquaintances of the tutor
4
I liked his teaching. Not meet him but he is good at virtual classes to.
His teaching style is different. He teaches in a way that a kid can understand very tough topics like machine learning.
I learned Mathematics for my SAT exam from Karthik. He is excellent at this subject and will be a valuable asset for anyone preparing for competitive exams.
I learnt Machine learning and Mathematics invloved in machine learning from him. It was really good. The way he explains is good. If you are new to this stuff, he will teach you very patiently.
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Rates
Rate
- S$32
Pack rates
- 5h: S$158
- 10h: S$317
online
- S$32/h
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