1st lesson free
Vani
- Rate S$45
- Response 1h
S$45/h
Contact
1st lesson free
- Computer programming
- C
- C++
- Java
- SQL
Programming Instructor With Six Years of Experience Teaching Over 200 Students Data Science Machine Learning and Python Analytics
- Computer programming
- C
- C++
- Java
- SQL
Lesson location
About Vani
I have spent six years teaching data science to more than 200 students. My career began in academic research analyzing biological datasets before industry data science. I hold a master's in computer science specializing in machine learning. My students include university students professionals and entrepreneurs. I am skilled at teaching computational thinking to students with limited backgrounds. I maintain curated datasets and project templates. Outside of teaching I contribute to open-source projects and participate in ML competitions. I believe data literacy is essential in the modern economy.
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About the lesson
- Primary
- Secondary
- SPM
- +11
levels :
Primary
Secondary
SPM
Form 6
STPM
Adult education
Masters
Doctorate
Other
Beginner
Intermediate
Advanced
Professional
Kids
- English
All languages in which the lesson is available :
English
My programming teaching focuses on data-driven software development. I teach Python covering Pandas NumPy Matplotlib and Scikit-learn with practical application. Every lesson involves real datasets from finance healthcare and science. I teach the full data science pipeline from collection through modeling and communication. Machine learning is introduced through intuitive explanations and hands-on implementation. Statistical thinking is integrated teaching experiment design and avoiding pitfalls. I emphasize reproducible research practices. For data science careers I offer portfolio development guidance. My sessions are project-based and practical.
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Rates
Rate
- S$45
Pack rates
- 5h: S$225
- 10h: S$450
online
- S$45/h
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
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