AI Rate Professor

Mathematics

Natalie Koch

MATH180G · MATH180C · MATH180 · CAL180G · MATH170 · MATH115 · CAL180 · CALG180 · MATHG115 · G115 · G180 · MATHG170 · CALC180 · G170 · MATH60353 · MATHG180 · 48 lifetime ratings

AI rating
30/100
RMP rating
3.0/5
Take again
45.83%
Difficulty
3.9

The decision

if you can handle a fast-paced, high-effort math class and are comfortable seeking help early.

Best fit · Hardcore LearnerFast pacedPolarizing teacherHeavy homeworkTest heavyCaring for some students
  • Reviews are highly polarized, with and .
  • The course is consistently described as hard, fast paced, and workload-heavy.
  • Getting an A is possible but , and attendance.

Key questions

Four answers before you build your schedule.

Is this an easy A?

HardWork

34/100

An A is possible, but students repeatedly say , and persistence.

All Easy A because there are no online reviews.

Is the course easy?

Challenging

28/100

The math content is fast paced, hard to keep up with, and often described as difficult even by successful students.

All course .

Is attendance flexible?

Mandatory

18/100

Many tags and comments say skipping class hurts performance, and quizzes and .

Only in-person reviews mention attendance expectations, with no online evidence.

Is this professor recommended?

Depends

44/100

Recommendation depends heavily on the student because reviews split between life-changing praise and .

All .

Course guide

See how this professor fits your week.

Grading

Strict

26/100

Students mention tough grading, hard tests, few A , and limited .

Format shift

.

Workload

Heavy

22/100

Reviews repeatedly mention lots of , and long outside study hours.

Format shift

All .

Teaching experience

Average

50/100

Her teaching is highly polarizing, with strong praise for caring support but frequent complaints about rushing and .

Format shift

All .

Assessment method

FocusOnExams

78/100

Reviews frequently mention tests, quizzes, pop quizzes, and and test preparation.

Format shift

All .

Luni fit check

Weigh these signals against your actual schedule.

Get help balancing workload, grading, and timing when no option is an obvious fit.

Course format

Compare the in-person and online experience.

Classroom format

In person

48 reviews

High confidence · Best fit for Hardcore Learner

: some students find her caring and clear, while many find her rushed, strict, and difficult.

Main concern

The , and limited patience can make the class risky for struggling math students.

What students said

“Class is challenging; definitely need to put in the effort to get an A.”
MATH115
“I worked REALLY HARD to get that A.”
CALC180
“If you struggle with math .”
G115

Remote format

Online

0 reviews

Low confidence

No stored summary is available for this format.

Main concern

No main concern is stored for this format.

Exam style

Know what to expect from exams and major assignments.

and frequent quizzes, with no clear support for open-book, proctoring, webcam, or Lockdown Browser rules.

Hard TestsPop QuizzesTest HeavyNo Curve Clearly ReportedNo Extra Credit Clearly Reported

Assessment risk

Strict

30/100

Low score means less forgiving assessment conditions.

In person

, and test-heavy grading, but do not clearly prove book policy or proctoring rules.

Hard TestsPop QuizzesTest Heavy
“ .”
MATH180
“ to review the quizzes and the .”
CALC180
“Overall class is hard be prepared to put in the time!!”
MATH115

Online

Student evidence

See what students actually said.

Top student voice

“Class is challenging; definitely need to put in the effort to get an A.”

Voice snapshots generated from 48 reviews, highlighting key themes in , and student fit. Credibility rating: High.

🎯 Teaching Quality

50/100

“She is an amazing professor. She is very fast paced, but is willing to answer any questions you have.”

📈 Difficulty and Grades

34/100

“even though I got an A in the class, she was very hard.”

⚠️ Workload Risk

22/100

“Honestly this is the most difficult class I have taken and I kept on having thoughts on dropping this class throughout.”

Theme 1

👨‍🏫 About Teaching Style

  • she is an and willing to help but when asking her to repeat a concept she went just as fast
  • Her lectures are , and she does her best to answer any questions mid lecture.
  • A quick pace class by this instructor. .

Theme 2

📈 About Difficulty and Grades

  • Class is challenging; definitely need to put in the effort to get an A.
  • I worked REALLY HARD to get that A.
  • .

Theme 3

📚 About Workload and Attendance

  • There is a lot of HW, do all the HW.
  • Lots of and to keep in demand.
  • For every credit in the class you should make time for 3 hours outside of class per week.

Theme 4

❤️ About Support and Fit

  • She opens up the and lets students submit homework they missed
  • This is the .
  • If you struggle with math .

Data context

See exactly what the AI read.

Analysis sample

48

Recent reviews read by the AI

48

Lifetime ratings

88/100

Evidence confidence

Forty-eight in-person reviews provide a broad sample with repeated themes across several years, despite polarized opinions.

Inside 48 stored ratings

Quality ratings

5 out of 520
4 out of 51
3 out of 53
2 out of 56
1 out of 518

Course coverage

MATH18011 reviews
MATH1158 reviews
G1157 reviews
G1803 reviews
MATH1703 reviews
Show 11 more courses
MATHG1153 reviews
CALC1802 reviews
MATHG1702 reviews
MATHG1802 reviews
CAL1801 review
CAL180G1 review
CALG1801 review
G1701 review
MATH180C1 review
MATH180G1 review
MATH603531 review

Reported outcomes

B range results lead the reported letter grades.

16 reported outcomes

A range

5

A 5

B range

6

B+ 2 · B 4

C range

2

C+ 1 · C 1

D range

0

No reported values

F

0

No reported values

No letter grade reported

3

Drop/Withdrawal 1 · Incomplete 1 · Not sure yet 1