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Ever since the intersection of lightning-fast hardware and brilliant software, machines have been learning how to think like humans. Data scientists use many different kinds of machine learning algorithms to discover patterns in big data that lead to actionable insights. At a high level, these different algorithms can be classified into two groups based on the way they "learn" about data to make predictions: supervised and unsupervised learning.
Explain the differences between the two main types of machine learning methods.
Describe how artificial neural nets (ANNs) use supervised learning to predict outcomes in decision-making.
Provide one real-world example of how each type of learning is applied in data science.
Do you see technology progressing to the point that we may no longer distinguish between hardware and software and thus no longer perceive differing physical and intellectual interfaces?
How has the industry changed to adapt?
A text file words.txt is given, containing a list of words, one per line. Write a program that deletes in the file text.txt all the words that occur in the other file. Catch and handle all possible exceptions.
The aim in this application is to speed up the convergence of the learning process by decorrelating the input data. Discuss how this aim is realized.
If the demand function is P(Q) = 50 -1.25Q and the Cost function C (Q) = 160 + 10 Q, where Q is the number of units in thousands and cost is in dollars.
Discusses methods to assess the quality of simulations. You learned about three different views of simulation quality.
Calculate the relative return on investment if I want to invest in a company
There are 10 different categories of outcomes. When testing the claim that the observed agree with the expected frequencies a test statistic is found to be x2 =
Suppose you created a video project that has two data structures-an array of strings and a ListView control. You used the Sort() method of the array class to put the film names in ascending order. Then the program populated lstNames with the order..
On November 1, Orpheum Company accepted a $12,500, 90-day, 33% note from a customer to settle a past-due account.
Identify the specific manufacture and model of one (1) magnetic disk, one (1) solid state drive, and one (1) optical drive. Evaluate the quality
For each rotation say if it is left or right, and the node at which it is applied. You do not need to draw the entire tree.
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