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Dr. Grace Lim
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Dr. Grace Lim

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Intro ML projects and analytics modules
Bishan, SG · Asia/Singapore Usually replies in Usually within 1 hour
★★★★★ 4.8 · 35 reviews
· 263 sessions completed · 21 yrs experience
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Statistics and probability Machine learning intro Business analytics

About

Interactive lessons that build confidence first, then stretch toward PSLE, O-Level, or A-Level goals.

Short, focused sessions with actionable homework beat long unfocused drills.

Teaching style
Project Based
Best for
University · Polytechnic
Experience
21 yrs

Experience

  1. Lecturer
Education
PhD
MIT · 2015
Identity verified
Approved by AI TUTOR
AWS ML Specialty
AWS · 2020
Additional credentials
1 more on file

Subjects & skills

Statistics and probability Native
Machine learning intro Advanced
Business analytics Native
Endorsed by 35 students
Harper Seah Aiden Hassan Ava Wong Ella Yeo
+31
Based on 35 verified bookings.

Reviews

Sort
4.8
★★★★★
35 reviews
5★
57%
4★
32%
3★
11%
2★
0%
1★
0%
Harper Seah
Verified booking
Oct 23, 2026
★★★★ ★

Strong A-Math explanations. Scheduling took a couple of tries.

Subject · Statistics and probability
Aiden Hassan
Verified booking
Oct 21, 2026
★★★★★

ABRSM prep was well paced. Distinction on the first try.

Subject · Statistics and probability
Ava Wong
Verified booking
Aug 3, 2026
★★★ ★★

Knows the MOE syllabus well. Wanted more written practice between sessions.

Subject · Statistics and probability
Ella Yeo
Verified booking
Jun 29, 2026
★★★ ★★

Decent poly module support — better once we settled on a weekly routine.

Subject · Statistics and probability
William Teo
Verified booking
May 22, 2026
★★★★ ★

Useful DSA interview practice. Recap notes are genuinely useful.

Subject · Statistics and probability
Alexander Quah
Verified booking
May 18, 2026
★★★★★

Learning-support approach rebuilt confidence before the mid-years.

Subject · Statistics and probability
Noah Lee
Verified booking
May 15, 2026
★★★★★

SMO training is tough in a good way. Competition confidence is up.

Subject · Statistics and probability
Mason Chua
Verified booking
Apr 24, 2026
★★★★★

GP essays went from vague to structured. Worth every JC session.

Subject · Statistics and probability
Mason Chua
Verified booking
Apr 1, 2026
★★★★★

SMO training is tough in a good way. Competition confidence is up.

Subject · Statistics and probability
Benjamin Low
Verified booking
Mar 23, 2026
★★★★★

O-Level English composition improved a full band after one term.

Subject · Statistics and probability
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Weekly availability

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Pricing

Hourly rate
S$105.00/hr
Trial session
S$52.50
First-lesson guarantee
No

Dr. hasn't published packages yet — message to discuss pricing.

FAQ

How are sessions structured? +

The first session opens with a quick goal-check, then we work through whatever you've brought. You leave with one specific homework problem to attempt before next time.

How do I book? +

Pick an available slot in the sidebar and tap Continue. You'll confirm the time and pay; the tutor is notified instantly.

What if I need to reschedule? +

You can move or cancel free up to 24h before. Inside 24h, message the tutor — most will swap you to another time the same week.

How do payments work? +

Card payment is captured at booking and held by AI TUTOR until the session is complete, then released to the tutor.

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