interviews.ai

Why we included this project

Interviews.ai hosts the full manuscript of Deep Learning Interviews, a book written for people prepping for machine-learning and data-science job interviews. Rather than bare prompts, each of the hundreds of questions comes with a worked solution, so you can follow the reasoning step by step across topics like Bayesian statistics, information theory, and convolutional networks. The chapters build as one cumulative curriculum instead of scattered notes, which makes the text useful both as a quick refresher before an interview and as a way to patch holes in your fundamentals. The stated audience is postgraduate students and job seekers, though the author suspects even experienced researchers will find it absorbing. The PDF is freely available on arXiv, so there's nothing to lose by checking it yourself.