Low Code AI

Question 1

2 types of proof for Crypto Currency?

Answer 1

Proof of work
Proof of stake

Question 2

Two types of data

Answer 2

Quantitative
Qualitative

Question 3

3 types of data

Answer 3

Structured
Unstructured
Semi-structured

Question 4

Explain quantitative data

Answer 4

Quantitative data can be expressed with a numerical value.
For instance, how many, how much, how often, how far?

Question 5

Explain qualitative data

Answer 5

Qualitative data cannot be measured or counted.
This means that can be almost any non-numerical data.
For instance an email, a document…

Question 6

Explain structured data

Answer 6

Structured data information that has been formed into a well defined data model.
For instance, a dB table, csv with title row, data with a schema and data type.

Question 7

Explain un-structured data

Answer 7

Does not have any particular schema or structure.
Examples: emails, chats, videos, photos, web pages, audio files.

Question 8

Explain semi-structured data

Answer 8

Between structured and Unstructured.
Csv, xml, Json.
A video with meta data.
Email, known sender, receiver and other meta data.

Question 9

Two ways that data is processed into an ML model?

Answer 9

Batch or real-time.

Question 10

What platform do you use for no-code ML?

Answer 10

AutoML

Question 11

What is the definition of “deep learning”?

Answer 11

When there is more than one layer of the “hidden layers” of the neural network.

Question 12

What is each “dot” called in a neural network?

Answer 12

Neuron

Question 13

How large is the grid to detect handwriting?
Total?

Answer 13

28x28
784

Question 14

What is the term to determine if a pixel is “lit” or not?
Scale

Answer 14

Activation
0-1

Question 15

First layer in neural network?

Answer 15

Input layer

Question 16

Middle layer of neural network?

Answer 16

Hidden layer

Question 17

Last layer of neural network?

Answer 17

Output layer

Question 18

What is it called if you have more than 2 hidden layers?

Answer 18

Deep learning

Question 19

What is it called that judges how much importance is given to a scenario?

Answer 19

Weights

Question 20

What sets how much weight is required to turn it green?

Answer 20

Bias

Question 21

How many biases

Answer 21

16

Question 22

What is the name of the function that calculated the error in your neural network?

Answer 22

Cost function

Try to get cost as close to 0 as you can

Question 23

5 building blocks of ai/ml network infrastructure?

Answer 23

Front end network
Oob network
Ai/ml cluster
Backend network
Storage network