Whether your next job interview is related to data science or machine learning, you can bet that artificial intelligence questions will come up.

Not able to access CP locally

I switched computers a few months ago, installed AMP server using same configurations I had. Now I cannot access CP on my Craft 3 projects locally. Front-ends load fine though. Every time I click login it doesn’t do anything. I get this error in the js console VM278:1 POST http://<hostname>/index.php?p=admin/actions/users/login net::ERR_EMPTY_RESPONSE If I go to…

How many layers exists in my neural network?

I have a neural network model defined as below. How many layers exist there? Not sure which ones to count when we are asked about the number. def create_model(): channels = 1 if colored: channels = 3 model = Sequential() #change first one to 64 model.add(Conv2D(32, kernel_size = (5, 5), activation=’relu’, input_shape=(IMAGE_SIZE, IMAGE_SIZE, channels))) model.add(MaxPooling2D(pool_size=(2,2)))…

What are advantages of using meta-heuristic algorithms on optimization problems?

What are the advantages and disadvantages of using meta-heuristic algorithms on optimization problems? Simply, why do we use meta-heuristic algorithms, like PSO, over traditional mathematical techniques, such as linear, non-linear and dynamic programming? I actually have a good understanding of Meta-huristic algorithms and I know how they work. For example one advantage of these kind…