Our signature Machine Learning Interview Mastery Course is designed to help you land your dream data science job. With data-driven lessons, cheat sheets, practice problems, and more, you'll develop the skills and confidence you need to ace data science interviews.
What you will get
1. Lessons
5 categories of lessons have been specifically designed to further your knowledge in machine learning interviews. Focused on providing the skills and knowledge you need to ace interviews, lessons cover:
- Machine Learning Systems
- Data and Feature Engineering
- Machine Learning Models
- Model Comparison and Selection
- Model Training and Validation
- Natural Language Processing
- Time Series
2. Cheat Sheet
We’ve carefully curated a Machine Learning Interview Cheat Sheet to offer step-by-step instructions on how to tackle data and feature engineering, understand the pros and cons of ML algorithms, complete model comparison, handle loss functions, and implement evaluation metrics.
3. Case Studies
Our Machine Learning Interview Mastery Course includes three case studies in the following commonly-tested categories:
- User Segmentation
- ETA Prediction
- Recommendation System
4. Interview Question Bank
A comprehensive collection of 152 up-to-date, real data science interview questions organized by companies and categories. Our question bank covers topics in evaluation metrics, data and feature engineering, time series, ensemble method, tree-based model, clustering model, linear model, neural networks, NLP, model comparison and selection, linear algebra, terminology, and ML Ops.
Refund Policy
We don't offer a refund for our courses. You hereby agree and acknowledge that all sales are final. You agree and acknowledge that your purchase is non-refundable, under any circumstances.
Foreign Transaction Fee
Data Interview Pro is a registered business in Canada. Despite our pricing being in USD, some credit cards may charge a foreign transaction fee, which is beyond our control. We apologize for any inconvenience this may cause.