Kurchi 11. PCA import numpy as np import matplotlib.pyplot as plt from sklearn.decomposition import PCA X = np.random.rand(100, 5) n_components = 2 pca = PCA(n_components=n_components) pca.fit(X) X_transformed = pca.transform(X) explained_variance_ratio = pca.explained_variance_ratio_ plt.scatter(X_transformed[:, 0], X_transformed[:, 1]) plt.title(“PCA Scatter Plot”) plt.xlabel(“Principal Component 1”) plt.ylabel(“Principal Component 2”) plt.show() Output: Boxes 1.
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Colorectal Surgery- Four Things You Need to Know Colorectal surgery is frequently a life-saving operation for those suffering from significant illnesses involving their colon, rectum, or anus regions. This surgical method is a highly specialised profession that aims to give the best effective therapy for a variety of colorectal disorders, including colorectal cancer, inflammatory …
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“CyberSec 100: Mastering Cybersecurity in 100 Days” Introduction to Cybersecurity (Days 1-10) Day 1-2: Cybersecurity Fundamentals Introduction to Cybersecurity: Definition and importance of cybersecurity Overview of the evolving cyber threat landscape Cybersecurity Principles: CIA Triad (Confidentiality, Integrity, Availability) Defense-in-Depth strategy Least Privilege and Need-to-Know principles Common Cyber Threats: Malware: Definition and types (viruses, worms, trojans, …
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Exploring Government Jobs in Goa: Opportunities and Benefits When one thinks of Goa, the mind often conjures up images of pristine beaches, vibrant nightlife, and a relaxed coastal lifestyle. However, beneath its picturesque landscapes lies a bustling job market, including a range of enticing government job opportunities. Goa, with its unique blend of history, …
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Love in Doubt: Insecure Couples on Facebook In this digital age, where social media has become a massive part of our lives, a lack of confidence in relationships has taken on new bureaucracy. Individuals or insecure couples on Facebook generally tend to impeach their accomplice’s affection, devotion, or cost. Numerous elements can contribute to it, together with …
Who uses custom writing services Custom writing services are used by a wide range of individuals, organizations, and entities for various purposes. Here are some common examples of who might use custom writing services: Students: Students at all levels of education, from high school to graduate school, often use custom writing services for tasks …
