Technical Interview Questions
Overfitting and Underfitting are responsible for poor performance. Overfitting gives a good performance on the trained data, poor generalization to other data. Underfitting gives poor performance on the training data and good generalization to other data In the context of machine learning, overfitting and underfitting are two common issues that occur when training a model: … Read more
The logistic regression is given by – πi=Pr(Yi=1|Xi=xi)=exp(β0+β1xi)1+exp(β0+β1xi) The coefficient formula for logistic regression, also known as the logistic function or sigmoid function, is as follows: �(�=1∣�)=11+�−(�0+�1�1+�2�2+…+����)P(y=1∣x)=1+e−(β0+β1x1+β2x2+…+βnxn)1 Where: �(�=1∣�)P(y=1∣x) is the probability that the dependent variable �y equals 1 given the independent variables �1,�2,…,��x1,x2,…,xn. �0,�1,…,��β0,β1,…,βn are the coefficients or parameters of the logistic regression model, … Read more
This is the common Artificial Intelligence interview questions asked in an interview. The programming language which is preferred for AI are Python, R, Lisp, Prolog, and Java The preferred programming languages for artificial intelligence (AI) development depend on the specific requirements of the project and the preferences of the development team. However, some of the … Read more
AI has a great influence on numerous areas. At present it is – Computing field Speech Recognition Bioinformatics Humanoid robots Space and Aeronautics Weather forecasting Artificial Intelligence (AI) has a profound impact across various domains. Some key areas where AI has a significant impact include: Healthcare: AI is revolutionizing healthcare with applications such as medical … Read more
Like I said that AI is everywhere and currently has a deep impact on our surroundings, we can see AI touch in the below listed things Smartphones Smart Cars and Drones Social Media Feeds Media players Video games and many more areas. The appropriate response to this interview question would be to provide an honest … Read more