Indiafilings Interview Questions, Process, and Tips

Q1. What is the difference between sigmoid and softmax activation function?
Ans. 
Sigmoid is used for binary classification while softmax is used for multi-class classification.
• Sigmoid function outputs values between 0 and 1, suitable for binary classification tasks.

• Softmax function outputs a probability distribution over multiple classes, summing up to 1.

• Sigmoid is used in the output layer for binary classification, while softmax is used for multi-class classification.

• Softmax is the generalization
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Q2. What is an activation function ?
Ans. 
An activation function is a mathematical function that determines the output of a neural network.
• Activation functions introduce non-linearity to the neural network, allowing it to learn complex patterns in the data.

• Common activation functions include sigmoid, tanh, ReLU, and softmax.

• The choice of activation function can impact the performance and training speed of the neural network.
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Build an NLP model on their dataset

Q1. Background check
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Q1. They Only Ask About Tell Us About yourself Nothing Much then a Self introduction and previous Experience
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Q1. Same What's Ur Career Background
Ans. 
I have a diverse career background with experience in various industries.
• Worked as a software engineer for 5 years

• Managed a team of 10 developers in my previous role

• Transitioned to project management and successfully delivered multiple projects on time and within budget

• Led a sales team and achieved a 20% increase in revenue

• Worked in the retail industry as a store manager for 2 years
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Q1. Tell me about yourself
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Q2. Salary Expectations
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Q1. Tell me about Yourself
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Q2. Tell me about your Strengths and Weaknesses
Ans. 
Strengths: Strong leadership skills, excellent communication, strategic thinker. Weaknesses: Perfectionist, can be overly critical of myself.
• Strong leadership skills - led successful projects and teams

• Excellent communication - able to effectively convey ideas and information

• Strategic thinker - able to see the big picture and plan accordingly

• Perfectionist - strive for excellence in all tasks

• Overly critical of myself - c
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Q3. Long term Goals
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Q1. Basic questions
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Q1. Related to your experience
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Q2. Related your work
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Q1. What is you work experience?
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Q2. What is your qualification?
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Q1. What is your experience?
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Q2. What is you qualification?
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