1D Super-sonic Nozzle Flow Simulation using Macormack Method

Here an effort is made to clean the Automobile 1985 dataset and perform the descriptive analytics and make the predicitive model using the Random Forest classifier. lets import all the required libraries. import numpy as np import pandas as pd import matplotlib.pyplot as plt from sklearn.datasets import load_iris from…

Here an effort is made to clean the Automobile 1985 dataset and perform the descriptive analytics. lets import all the required libraries. import numpy as np import pandas as pd import matplotlib.pyplot as plt from sklearn.datasets import load_iris from sklearn.metrics import confusion_matrix from sklearn.metrics import…

What is a Neural Network? Neural networks reflect the behavior of the human brain, allowing computer programs to recognize patterns and solve common problems in the fields of AI, machine learning, and deep learning. Neural networks, also known as artificial neural networks (ANNs) or simulated neural networks (SNNs),…

K-means Clustering for Car Dataset: The aim of this project is to cluster the data into different classes depending upon the price. Let us import all the required libraries. import pandas as pd import numpy as np import matplotlib.pyplot as plt import seaborn as sns from sklearn.cluster import KMeans Import the data into…