Sobes.tech

Machine Learning / AI

Tell us about your experience — a brief self-presentation (5-7 minutes).

Middle
154

What techniques help with highly unbalanced classes in CV?

Junior — Senior
154

How does gradient boosting improve the performance of machine learning models?

Middle
153

Tell me about yourself: who are you, where are you from, what have you done and what are you doing?

Middle
153

Active or passive job search now?

Middle
152

Why are you considering leaving your current job?

Middle
152

What is the difference between the apply and map methods in Pandas?

Middle
151

Have you used monitoring? Worked with Kafka or RabbitMQ message brokers?.

Middle
151

What frameworks have you worked with in deep learning?

Middle
151

How to interpret the results of a linear regression model?

Middle
151

How many people are in the team?

Middle
151

What is gradient boosting and how does it work?

Middle
150

What are the features of training GNN on large graphs (mini-batch sampling, cluster-GCN)?

Middle — Senior
149

Have you worked with Apache Airflow?

Middle
149

Is the total experience of 3 years 2 months documented?

Middle
148

Can you explain the working mechanism of the k-nearest neighbors algorithm?

Middle
147

How do batch normalization and layer normalization differ? When should each be used?

Middle
147
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