Binary Semantics Interview Experience

Round 1: This round was a basic HR round asked to introduce myself and my background details

Round 2: This round was conducted on a Normal Jupyter notebook consisting of 5 programming questions related to basic python, regular expressions, and the pandas library. The time given for the test was 30 Mins.

• 1st coding question was basic pandas function and some queries
• 2nd coding question was based on Dictionary to pandas data frame and do some operations
• 3rd coding question was related to regex to find the consecutive binary is a string
• The 4th coding question was to multiply two arrays without NumPy
• 5th coding question was to print an equilateral triangle

Round 3: This round is entirely Machine learning statistics, and deep learning they are mainly focused on NLP

• They asked me to Explain any algorithm from scratch and the pros and cons
• Why can’t we use linear regression for classification
• Basic NLP questions

After that, we discussed relocation and work type and disclosed