Basics of ML & AL Week 2 Challenge

2.The expected value, when it exists, is almost surely the limit of the sample mean as the sample size grows to infinity. More informally, it can be interpreted as the long-run average of the results of many independent repetitions of an experiment (e.g. a dice roll). The value may not be expected in the ordinary sense—the…

1.Variance:This term refers to stastical measurement ofspread between the numbers in data set,to be more specified the variance measures how far each number in set from mean and,therefore ,from every other number in set. Sample Variance:The sample variance is used to calculate how varied the sample is.The sample is the…

Aim:It is to create the data visulizer tool for the following things to perform: 1.Data visualizier 2.Compatability check 3.Basic performance calulation Theory:  1.Data visualizer:In this data visualizer, take columns as inputs,there each file should be saved by the name of the coloum,now plot the coloumns as seperate…

Aim:To get the best curve fit for the linear and the cubic fitting,by using the python. Theory:The best curve can be found from the given datasets.The curve fitting is one we represent data sets by assigning best curve fit along the entire set.This curve fit helps to know the upcomming data series,to know how it acts in…

Aim:To slove the Ordinary Differential Equation(ODE'S) by using python programming language,In which the simple pendulum is taken as reference.Here we create its animation and stimulate the behaviour of the simple pendulum of the motion. Theory:For sloving the ordinary differential equation,we use the differential equation:…

Aim:To write the program of an otto cycle in python and plot the graph betwwen the P-V Charactersictics of the otto cycle and finding the thermal efficiency of the engine. Theory:In the standard otto cycle use for the S I Engine.The otto cycle runs in four proccess,that are 1.Isentropic compression 2.Constant volume heat…

Aim:To write the program that plots the graphs between: 1.velocity vs Drag force 2.Drag force vs Drag co efficient Theory:The formulae used to calculate the drag force is                     Drag Force =0.5*rho*A*v^2*c_d where, rho:Density A:Frontal Area v:Bicycle velocity…