How do you deal with performance degradation of a model over time (model drift)?

73

How can you find overfitting in tensforflow ? How can you avoid it ?

5

Explain types of clustering algorithm?

315

The game of Poker is a single agent. a) True b) False

6333

Why data science and data scientists are needed?

295

What is the significance of fairness in AI, and how do you define it?

1

Why is manhattan distance not used in knn machine learning algorithm to calculate the distance between nearest neighbors?

167

Why is model interpretability important?

67

What is your understanding of Artificial Intelligence?

59

What's the “kernel trick” and how is it useful?

89

 Which search algorithm will use limited amount of memory? a) RBFS b) SMA* c) Hill-climbing search algorithm d) Both a & b

2495

I need a MATLAB source code to recognize different regular geometric shapes such as: squares,rectangles,triangles,circles and ellipses in different sizes using neural network. All of the images containing these shapes should be in binary format with the size of 300*400 pixels. would you please give me a MATLAB code to detect these geometric shapes?

4590

What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.

311

Explain the goal of a/b testing?

336

Explain supervised learning?

336