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Machine Learning-Overview of common matlab programming commands
-- Summary from ng-ml-class octave/MATLAB tutorial CourseraA. basic operations and moving data around1 in command line mode, you can use Shift + press enter to append the next line to output 2 length command to apply to the matrix, and return a higher one-dimensional dimension3 help + command is the
endfunction
Initializes the matrix for the preceding dataset. Call a function to calculate the value of the cost function.
1> X = [1 1; 1 2; 1 3]; 2> Y = [1; 2; 3]; 3> Theta = [0; 1]; % records is 0, 1 h (x) = x. The value of the cost function is 04> J = costfunctionj (X, Y, theta) 5 J = 0.
1> Theta = [0; 0]; % values is 0, 0 h (x) = 0. data cannot be fitted at this time. 2> J = costfunctionj (X, Y, theta) 3 J = 2.33334 5> (1 ^ 2 + 2 ^ 2 + 3 ^ 2)/(2*3) % value of the cost function 6 ans = 2
Fourth Lesson plotting Data Drawing Datat = [0,0.01,0.98];y1 = sin (2*pi*4*t);y2 = cos (2*pi*4*t);Plot (t,y1);( drawing Figure 1)Hold on; ( Figure 1 does not disappear) Plot (T,y2, ' R ');( draw in red Figure 2)Xlable (' time ') ( horizontal axis name)Ylable (' value ') ( vertical axis name)Legend (' Sin ', ' cos ')(labeled two function curves)Title (' My Plot ')Print-dpng ' Myplot.png ' ( save image)CD '/home/flipped/desktop ' Print-dpng ' myplot.png ' ( save image to desktop)Close(image off)La
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Https://www.coursera.org/learn/machine-learning/exam/dbM1J/octave-matlab-tutorial
Octave Tutorial
5 questions
1.Suppose I first execute the following Octave commands:
A = [1 2; 3 4; 5 6];
B = [1 2 3; 4 5 6];
Which of the following is then valid Octave commands? Check all, apply and assume
understand computer knowledge, psychology and philosophy. Artificial intelligence consists of a very wide range of sciences, consisting of a variety of fields, such as machine learning, computer vision, and so on, in general, one of the main goals of AI research is to make machines capable of doing complex work that normally requires human intelligence. But different times, different people's understanding
: Quarethisnumber(5) As you can see from this example,Octave differs from other languages in that the function can return two and more than two values. Example 2 : Calculate its cost function from a small number of datasetsThere is a file named "COSTFUCTIONJ.M" on the desktop with the following contents:Unction J = Costfuctionj (X, y, Thera)m = size (x,1);predictions = X*thera;Sqrerrors = (predictions-y). ^2;J = 1/(2*m) *sum (sqrerrors);Set X = [1 1;1 2;1 3] (the first column is the x0 value, th
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