1st lesson free
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Piyush
- Rate S$13
- Response 1h
S$13/h
Contact
1st lesson free
- Computer Skills
- Machine learning
AI & Data Science Student Teaching Machine Learning Theory, Mathematics, Algorithms and Problem Solving
- Computer Skills
- Machine learning
Lesson location
About Piyush
I am a B.Tech student specializing in Artificial Intelligence and Data Science, with a strong focus on Machine Learning. I have developed a deep understanding of ML algorithms, mathematics, and problem-solving. I enjoy breaking down complex concepts into clear, logical steps and helping students build genuine understanding rather than memorizing formulas. I am especially interested in helping students understand Machine Learning theory, mathematical intuition, algorithms, and practical problem-solving.
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About the lesson
- All levels
- English
All languages in which the lesson is available :
English
My classes focus on developing a deep and practical understanding of Machine Learning rather than memorizing formulas or definitions. I explain algorithms step by step, including their intuition, mathematics, assumptions, strengths, limitations, and real-world applications. We can work through difficult ML problems, mathematical concepts, model selection, and common mistakes together. Topics include regression, classification, SVM, decision trees, Random Forest, K-Means, PCA, gradient descent, regularization, bias-variance, and overfitting. Classes are designed for students and beginners who want strong ML fundamentals.
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Rates
Rate
- S$13
Pack rates
- 5h: S$65
- 10h: S$130
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$13/h
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