Karthik Vinay Kumar

4.9 (4 reviews)

Rate $34
Response 1h
Students
Number of students Karthik Vinay Kumar has accompanied since arriving at Superprof
50+
Number of students Karthik Vinay Kumar has accompanied since arriving at Superprof

4.9 (4 reviews)

$34/h

Machine learning

Machine Learning and Generative AI Tutor: Prompting, LLM Concepts, RAG Basics, and Real Mini Projects

Machine learning

Lesson location

- online

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 work—models that learn from data, neural networks that improve through training, and GenAI workflows that can summarize, reason, and answer questions with the right structure.

I’m a Master’s 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 what’s 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.

About the lesson

I’m a 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 & 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭. I teach end-to-end Machine Learning, Deep Learning, Neural Networks, and Generative AI with a structured approach that combines fundamentals + implementation.

𝐂𝐨𝐮𝐫𝐬𝐞 𝐜𝐨𝐧𝐭𝐞𝐧𝐭:
• ML foundations: supervised/unsupervised learning, bias-variance, metrics, validation
• Core models: regression, classification, trees/ensembles, clustering (concept + practice)
• Deep Learning: training pipeline, loss functions, optimizers, regularization, dropout, batch norm
• Neural Networks: forward/backprop intuition, activation functions, architecture choices
• Practical workflows: data prep, feature handling, pipelines, experimentation
• GenAI: prompt design patterns, LLM behavior, hallucinations, evaluation basics
• RAG basics: chunking, embeddings, vector search, retrieval quality

Recommendations

Recommendations come from relatives, friends and acquaintances of the tutor.

J

Jahnavi

I liked his teaching. Not meet him but he is good at virtual classes to.
Read more

J
Jahnavi
I liked his teaching. Not meet him but he is good at virtual classes to.
Y

Yojitha

His teaching style is different. He teaches in a way that a kid can understand very tough topics like machine learning.
Read more

Y
Yojitha
His teaching style is different. He teaches in a way that a kid can understand very tough topics like machine learning.
J

Jahnavi

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.
Read more

J
Jahnavi
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.
F

FILM

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.
Read more

F
FILM
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.
View more recommendations

Rates

Rate

Pack rates

5 h: $171
10 h: $342

online

$34/h

Machine Learning and Generative AI Tutor: Prompting, LLM Concepts, RAG Basics, and Real Mini Projects

Lesson location

Ambassador

About Karthik Vinay Kumar

About the lesson

Recommendations

Rates

Rate

Pack rates

online

Other tutors in Machine learning

ArtaYab

Moe

Ammar

Ryan

Pedram

Farhad

Mobina

Muzkkir

Purva

Ayaan

Ayo

Anirudh

Pankti

Joao

Vrutti

Anish

Ashita

Jatin

Neerja

Simon

Machine Learning and Generative AI Tutor: Prompting, LLM Concepts, RAG Basics, and Real Mini Projects

Lesson location

Ambassador

About Karthik Vinay Kumar

About the lesson

Recommendations

Rates

Rate

Pack rates

online

Other tutors in Machine learning

ArtaYab

Moe

Ammar

Ryan

Pedram

Farhad

Mobina

Muzkkir

Purva

Ayaan

Ayo

Anirudh

Pankti

Joao

Vrutti

Anish

Ashita

Jatin

Neerja

Simon

Share

Ambassador

levels

All languages in which the lesson is available

Review

Reviews

Recommendations

free lessons

Report this ad