1st lesson free
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CSD
- Rate S$9
- Response 1h
S$9/h
Contact
1st lesson free
- Computer networks
- Machine learning
Learn Machine Learning, Federated Learning and Reinforcement Learning Through Clear, Practical Lessons from an IIT Tirupati PMRF Ph.D. Scholar and NPTEL Teaching Assistant.
- Computer networks
- Machine learning
Lesson location
About CSD
Hello! I’m Prabhleen, a PMRF Ph.D. scholar in Computer Science and Engineering at IIT Tirupati. I specialize in Machine Learning, Federated Learning, and Reinforcement Learning, and I enjoy making challenging topics easier to understand.
I have served as a Teaching Assistant for core courses at IIT Tirupati and for Prof. Balaraman Ravindran’s NPTEL Machine Learning course, where I contributed tutorial videos and problem-solving sessions. I’ve also conducted Machine Learning workshops for undergraduate students.
My teaching is clear, patient, and organized. I encourage questions and adapt explanations to each student’s learning goals. I look forward to helping you build understanding and confidence, whether you’re learning the fundamentals or exploring more advanced ideas.
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About the lesson
- All levels
- English
All languages in which the lesson is available :
English
My approach as a teacher
I make complex machine learning ideas easier to understand by building them up step by step. I first check what you already know and what you want to learn, then explain each concept in clear language, using examples to connect theory with practical applications. I encourage questions and use guided problem-solving to help you apply what we cover.
How a class is structured
A typical class begins with a short recap or a check-in about your goals. We then explore a new concept, work through examples or problems together, and finish with a summary and a few practice questions. I adapt the pace and depth to your needs.
Who the classes are for
My classes are intended for undergraduate and postgraduate students, as well as beginners and adults interested in Machine Learning, Federated Learning, or Reinforcement Learning. My teaching experience includes IIT Tirupati courses, the NPTEL Machine Learning course, and workshops for undergraduate students.
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Rates
Rate
- S$9
Pack rates
- 5h: S$45
- 10h: S$90
free lessons
This first lesson is free to allow you to get to know your teacher so that they can best meet your needs.
- 1hr
online
- S$9/h
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