Write Python code to generate a regression dataset that contains 250 examples. In this dataset, each input x is drawn uniformly random from (0, 2) and the corresponding output is y = x³ − 3x² + 2x + €, where € is Gaussian noise with zero mean and standard deviation 0.04. You don't need to define a function, but your code should create variables that contain all the inputs and outputs. You should also fix a random seed so that your results are reproducible. [ ] # Write your code here

Write a code (in python) that uses the linear equation to produce an output of zerofor results less than zero and normal results for outputs greater than orequal to zero.P.S. This is a function known as ReLu (Rectified Linear Unit) that is veryuseful in the field of Artificial Intelligence

Write using python

Coding in Python

We can assign a value to each character in a word, based on their position in the alphabet (a = 1, b = 2, ..., z = 26). A balanced word is one where the sum of values on the left-hand side of the word equals the sum of values on the right-hand side. For odd length words, the middle character (balance point) is ignored. Write a function that returns true if the word is balanced, and false if it's not. Examples balanced ("zips") → true // "zips" = "zi|ps" = 26+9|16+19 = 35|35 = true balanced ("brake") // "brake" = "br|ke" false = 2+18 | 11+5 = 20 16 = false

This is an exercise to design and write a Python program in good programming style for a simulation of stock price over a period of 100 days. In this exercise, you are asked to simulate the stock price starting at $100.00 for 100 days with a daily fluctuation based on the Normal Distribution with mean = 0.0 & sigma = 0.0125. The program will show the daily stock price, the 7-day minimum, the 7-day maximum, the 7-day average, and the 50-day average. The program should also give an indication of "***" when the stock price drops beyond the 50-day average!

I need help figuring out what i need to include in my code for the Simulation Statistics part?

Write a python code that implements the Forward Euler method to solve thedifferential equation.  The slope function depends on the unknown solution y(t). Define your slope function so that the model parameters, b, PM, h areinput variables in your function definition. Complete your code by writing a loop that calculates the solution foreach time point and can plot your final approximate solution.