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In this challenge, 2 3D geometries of mixing Tee are simulated for varying momentum ratios. Geometry: Two variants of mixing Tee were modeled using SolidWorks provided in the model files. One of them is of length 650 mm while the other is longer with a length of 1150 mm. Mesh Generation: The tetrahedral mesh was generated…
Faisal MH
updated on 05 Feb 2020
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Project 2
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…
30 Sep 2021 03:52 PM IST
Project 1
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…
30 Sep 2021 03:18 AM IST
Supervised Learning - Classification Week 9 Challenge
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),…
27 Sep 2021 05:16 PM IST
Unsupervised Learning - Kmeans Week 11 Challenge
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…
23 Sep 2021 09:34 PM IST
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