Data Science Technical Interview Prep
Spring 2026
Mar 30, 2026
-
May 1, 2026
I'm a paragraph. Click here to add your own text and edit me. It's easy.
Checking your registration status...
To access the program content, you must first create an account and member profile and be logged in.
You are registered for this program.
Phase II Orientation
Next Event
NEXT EVENT
Registration Deadlines
Mar 30, 2026
-
Any participant who has earned a Data Science or Deep Learning certificate
-
-
Category
Intensive Technical Interview Prep
Overview
This program includes a weekly study plan for technical interview preparation. Each week concludes with a mock interview centered on that week's topic. You will receive two mock interview scripts so you and a partner can alternate between interviewer and interviewee roles.
You should also leverage your career advisor for behavioral interview practice, resume feedback, and introductions to hiring partners and Erdős alumni at companies you are targeting.

Click here to be invited to the slack organization: The Erdős Institute
Click here to access the slack cohort channel: #slack-cohort-channel
Click here to access the slack program channel: #slack-program-channel
Click here to download the Events & Deadlines .ics calendar file
Organizers, Instructors, and Advisors

Steven Gubkin, PhD
Lead Instructor
Office Hours:
By appointment
Email:
Preferred Contact:
Slack
Please feel free to message me on Slack with any questions!
Objectives
The goal of this course is to prepare you for data science technical interviews by strengthening your problem-solving skills, technical knowledge, and communication under evaluation conditions.
If you took the deep learning boot camp, you'll be given additional readings for advanced deep learning techniques that you should complete in addition to the data science materials.
First Steps/Prerequisites
Program Content
I'm a paragraph. Click here to add your own text and edit me. It's easy.
Course materials are available on github through the following link:
github message for user
Textbook/Notes
Note: our video player does not support playback speed options. You can find a third party browser extension which will allow you to modify video playback speed. For example, this one works for Chrome: video-speed-controller. If you would prefer to avoid a browser extension you can manually modify the playback speed in the javascript console as well: Speed up any HTML5 video player!
Project/Homework Instructions
I'm a paragraph. Click here to add your own text and edit me. It's easy.
Schedule
Click on any date for more details
Orientation & Setup
Phase 1: Instruction and Project Completion
Project Review & Judging
Phase 2: Intense Interview Prep & Career Connections
Phase II Orientation
Mar 30, 2026 at 06:00 PM UTC
EVENT
Huddle to find interview partners
Apr 11, 2026 at 01:00 AM UTC
EVENT
Huddle to find interview partners
Apr 18, 2026 at 01:00 AM UTC
EVENT
Huddle to find interview partners
Apr 25, 2026 at 01:00 AM UTC
EVENT
Huddle to find interview partners
May 2, 2026 at 01:00 AM UTC
EVENT
Huddle to find interview partners
Apr 3, 2027 at 01:00 AM UTC
EVENT
Huddle to find interview partners
Apr 9, 2026 at 04:00 PM UTC
EVENT
Huddle to find interview partners
Apr 16, 2026 at 04:00 PM UTC
EVENT
Huddle to find interview partners
Apr 23, 2026 at 04:00 PM UTC
EVENT
Huddle to find interview partners
Apr 30, 2026 at 04:00 PM UTC
EVENT
Huddle to find interview partners
Apr 1, 2027 at 04:00 PM UTC
EVENT
Huddle to find interview partners
Apr 10, 2026 at 12:00 PM UTC
EVENT
Huddle to find interview partners
Apr 17, 2026 at 12:00 PM UTC
EVENT
Huddle to find interview partners
Apr 24, 2026 at 12:00 PM UTC
EVENT
Huddle to find interview partners
May 1, 2026 at 12:00 PM UTC
EVENT
Huddle to find interview partners
Apr 2, 2027 at 12:00 PM UTC
EVENT
Project/Homework Deadlines
Apr 4, 2026
03:59 AM UTC
Data Science 01: Prob Stats
Study the Prob/Stats Materials and do your paired interview by this date.
Apr 4, 2026
03:59 AM UTC
Deep Learning 01: NLP
fastbook ch. 10 & 12
Apr 7, 2026
03:59 AM UTC
Prob Stats Quiz
Complete this quiz to assess your prob/stats interview readiness
Apr 11, 2026
03:59 AM UTC
Deep Learning 02: Deployment & Productionization
fastbook ch. 2 & 3; PyTorch ch. 15
Apr 11, 2026
03:59 AM UTC
Data Science 02: Machine Learning and Coding
Study the Machine Learning and Coding materials and do your paired interview by this date.
Apr 18, 2026
03:59 AM UTC
Deep Learning 03: Computer Vision
fastbook ch. 7, 13, & 14; Optional: PyTorch ch. 7, 8, & 9; Optional: fastbook ch. 15 & 18
Apr 18, 2026
03:59 AM UTC
Data Science 03: SQL and Databases
Study the SQL and Databases materials and do your paired interview by this date.
Apr 25, 2026
03:59 AM UTC
Deep Learning 04: LLMs & Agents
Transformers and Agents
Apr 25, 2026
03:59 AM UTC
Data Science 04: Case Studies Product/Business
Study the Case Studies: Product/Business materials and do your paired interview by this date.
May 2, 2026
03:59 AM UTC
Deep Learning 05: Neural Network Deep Dive (math and coding from scratch)
fastbook ch. 16, 17, 19
May 2, 2026
03:59 AM UTC
Data Science 05: Take Home Data Challenge
Complete the Data Challenge and do your paired interview by this date. Give your partner 30 minutes to an hour to review your work before the interview.
