How a Pakistani Entrepreneur’s Bold Vision Led to a $1.7 Billion Acquisition: The Story of Rehan Jalil and Securiti AI
This article presents a practical, beginner-to-intermediate guide on the most essential linear algebra concepts every data scientist must understand. It covers:
• Vectors and their use in representing data points and calculating similarity.
• Matrices, which are used for storing datasets and performing transformations.
• Linear equations that form the foundation of regression models.
• Eigenvalues, eigenvectors, and SVD, crucial for dimensionality reduction techniques like PCA.
• Concepts such as orthogonality, projections, and vector spaces, which support optimization and machine learning algorithms.
Each section connects the theory directly to its application in machine learning, data processing, NLP, and deep learning — making it both educational and actionable for real-world data science projects.
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Good news! Google, the American tech giant, has officially registered with the Securities and Exchange Commission of Pakistan (SECP).Exclusive sources have informed us that the SECP has granted Google a certificate of registration in accordance with Section 435 of the Companies Act 2017.The documents made available to us reveal that…