Do you have 8-12 years of work experience in IT and looking for a job? Are you looking for interview questions for Data Scientist - Lead or Manager? With 8-12 years of experience, people are expected to have a deep understanding of advanced topics like regression and reinforcement learning, along with good, hands-on expertise in Python. Below are the top 10 Publicis Sapient coding questions and topics that are ideal for a Data Scientist: Coding questions: How would you approach the problem of predicting customer churn? What are the challenges of working with Big Data? How would you evaluate the performance of a Machine Learning model? What are the different types of bias that can occur in Machine Learning models? How would you deal with missing data in a dataset? Write a program to generate a random forest classifier. Implement a neural network to classify images. Implement a Natural Language Processing (NLP) model to
Explore Publicis Sapient Pune, one blog at a time.