1st lesson free
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Gilbert
- Rate S$19
- Response 1h
S$19/h
Contact
1st lesson free
- Computer programming
- Python
- SQL
- Artificial Intelligence
AI and data science made simple — PhD student helping you master coding, stats, and real-world skills!
- Computer programming
- Python
- SQL
- Artificial Intelligence
Lesson location
About Gilbert
Hey! I’m Gilbert, a PhD student at NTU exploring AI in data science. I’ve taught 50+ students in math, coding, and machine learning — from high schoolers to professional workers. My lessons are clear, hands-on, and filled with real-world examples from my work in tech - both corporate and startup environments. Whether you're just starting out or leveling up, I’ll guide you step-by-step in a fun, easy-to-follow way. Let’s code together!
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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
My teaching philosophy blends foundational theory with real-world application. I believe in a stepwise progression where each concept builds logically upon the previous one, tailored to each student’s pace and level. My methodology includes:
- Hands-on coding with Python or R for beginner to intermediate levels, and real-world datasets in advanced training.
- Flipped classroom approach — students explore core ideas first, followed by in-depth discussion and applications during sessions.
- Regular quizzes and homework - workbooks and forms that you can access in order to understand better about the theory behind the codes.
A Typical Lesson Plan:
Each session ranges from 1 to 2 hours, depending on the level:
1. Warm-Up (5-10 mins)
2. Theory + Hands-On Practice (70-90 mins)
3. Wrap-Up + Homework Assignment (10-15 mins)
What Sets Me Apart:
- Real-world readiness: I incorporate industry-based use cases, including AI pipelines, data engineering, and model deployment strategies.
- Flexible structure: From beginners learning Excel to advanced learners interested in Large Language Models (LLMs), I offer tiered learning tracks.
- Custom resources: Handpicked books and notes, ranging from Sarah Guido’s Intro to ML with Python to Paul Iusztin’s LLM Engineer’s Handbook.
- Project-based outcomes: Students graduate with evaluation reports, real projects, and personalized learning paths.
Who Are These Lessons For?
Ideal for beginners or students in high school or early university with little or no coding background. These lessons are also designed for undergraduates or working professionals seeking hands-on understanding of data drifts, intermediate ML, and data preprocessing.
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Recommendations
Recommendations come from relatives, friends and acquaintances of the tutor
1
Gilbert possesses extensive knowledge in machine learning and artificial intelligence. He is an excellent tutor, capable of breaking down complex concepts into manageable, bite-sized ideas for others. He provides concrete examples, making abstract ideas much more tangible. Thanks to his guidance, I gained a deeper understanding of key machine learning topics like gradient descent, model training, and hyperparameter tuning. I highly recommend Gilbert as a tutor, and I am confident he can assist others as effectively as he has helped me.
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Rates
Rate
- S$19
Pack rates
- 5h: S$84
- 10h: S$168
online
- S$19/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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