Programming.Com Scce Interview Questions and Answers

Q1. What is oob in random forest
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AWS and Python, basic Machine learning questions

Python, project description, AWS, in build package

Basic Machine learning data science

Q1. Questions were asked related to ML modelling process
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Q2. Basic python coding
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Q1. Basic ML Question, Timesereis and RNN with some questions on Comp Vision
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Q1. Project driven. Some coding
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Q1. Salary Discussion
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Aptitude, coding on python NLP

Python Data Frames, String list manipulation

Q1. Common discussion
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Q2. Salary location etc
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Q1. What are the projects you have worked on?
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Q2. What is Digital Image Processing?
Ans. 
Digital Image Processing is the manipulation of digital images using algorithms to enhance, analyze, or extract information.
• It involves techniques like image enhancement, restoration, segmentation, and compression.

• Common applications include medical imaging, satellite imaging, facial recognition, and object detection.

• Algorithms like edge detection, noise reduction, and image stitching are used in digital image processi...read more
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Q3. Explain OOP in Python
Ans. 
OOP in Python is a programming paradigm where objects are created that contain data and methods to manipulate that data.
• Classes are used to create objects in Python

• Objects have attributes (data) and methods (functions)

• Inheritance allows classes to inherit attributes and methods from other classes

• Encapsulation allows data to be hidden and only accessed through methods

• Polymorphism allows objects to be treated as instance
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Python round tested basic Python only (not Pandas)

The case study round was with their client team

Q1. Are you willing to work from the client office?
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Test+2 interviews(technical and statistics)

Basic guestimates and case studies