Pandas and NumPy in practice
Northline Institute · Guided Project
7,340 learners, rated 4.6
Build one dashboard for one decision, then cut every chart the decision does not need.
Rated 4.7960 reviews9,410 learners
Start
The decision is whether a subscription business should shorten its free trial, and the data is a year of its trials and cancellations. Ana's team reviews your page the way the person making the decision would read it.
Skills you practice
3 modules
Ends on the project
9 lessons
9 to 16 min each
1 h 42 min of video
Pause to ask the tutor
2 free lessons
Watch before you pay
2 quizzes
10 questions in all
1 project
Reviewed by Ana's team
In the price
Not in it
Data lead · fintech
11 years in analytics
I lead analytics at a payments company.
Career highlight
My fraud dashboard opens every morning meeting.
How Ana teaches
Each lesson starts from a question a manager asked.
Overall rating
Carlos M.Finance associate
2 months agoFinished
The tutor would not hand me the answer, which annoyed me for a week. It is also why I could do it alone in my interview last month.
Sofia R.Analyst, insurance
3 months agoFinished
The reviewed project got me the interview, and talking it through got me the job. I shared my screen on the call and took them through it.
Maya T.Analyst, logistics
3 weeks agoFinished
Two courses in, I still froze at a blank screen. Here every lesson ends with something you write, and the tutor asks what you expect.
Greg P.IT support
3 months agoFinished
Too slow at the start for anyone who already writes code. It picks up in the second half, but I nearly gave up on it in the first week.
Amara N.Nurse, moving into data
4 months agoFinished
I started without knowing what a CSV was. Ana never assumed I knew anything, never made me feel slow for asking, and answered every question I posted, even the ones I was embarrassed to ask. By week six I was using what I learned at work, and my manager has since moved me onto the reporting team, where I build the weekly figures for every ward.
Jonas W.Operations lead
1 month agoFinished
Ana pointed at one step in my project and asked how many rows it should return. In five years of spreadsheets, I had never asked myself that.
6 of 960 reviews
Enrolling
A person answers anything this list does not. Ask us.
Enough of the basics to follow along without stopping to look things up. Lesson one is free, so open that first: if its practice set feels routine to you, you are ready for the rest of the course.
Nothing expires. 3 weeks at 4 hours a week is the pace the course was planned at, and at 2 hours it takes 6 weeks. The panel above works out a finish date for whatever pace you give it.
This one is self-paced only: at 3 weeks it would be over before a cohort found its rhythm. The discussion under each lesson is where the other learners are, and the instructor reads it.
The project itself, reviewed, and a line on your record that links to it. A guided project carries no certificate, because the finished work, with the review attached, is the thing you show an employer.
Yes. The course, the tutor and the project review cost nothing now and nothing later, and nobody asks you for a card at any point.
No. A free course is free on every plan, tutor and project review included, and Waypoint Plus adds nothing to it.
It opens with the tutor beside it and the practice set under it. The other 8 lessons cost nothing either, and nobody asks for a card.
No card, now or later.