Asad Ali

Jan 17, 2025 | medium.com | Asad Ali

Asad Ali·Follow2 min read·--Unsupervised Learning is a type of Machine Learning where algorithms learn patterns and relationships in data without prior knowledge of the expected output. In this article, we will explore the world of Unsupervised Learning, focusing on Clustering, Dimensionality Reduction, and Anomaly Detection. Clustering: Grouping Similar Data PointsClustering is a fundamental technique in Unsupervised Learning, where algorithms group similar data points into clusters.

Jan 17, 2025 | medium.com | Asad Ali

Asad Ali·Follow2 min read·--In today’s data-driven world, organizations are increasingly relying on data to inform their decisions and drive business growth. Two terms that are often used interchangeably, but have distinct meanings, are Data Science and Data Analytics. While both fields deal with data, they differ in their approach, methodology, and outcomes.

Jan 17, 2025 | medium.com | Asad Ali

Asad Ali·Follow2 min read·--Data Science has revolutionized the way we approach data analysis, decision-making, and problem-solving. At the heart of Data Science lies Statistics, a discipline that provides the mathematical foundation for extracting insights from data. In this article, we will explore the role of Statistics in Data Science, focusing on Descriptive and Inferential Statistics.

Jan 17, 2025 | medium.com | Asad Ali

Asad Ali·Follow2 min read·--Data Visualization is the process of communicating information and insights through graphical representations. It has become an essential tool for Data Scientists, Analysts, and Business Professionals to extract insights from complex data and present them in a clear and concise manner. In this article, we will explore the best practices and tools for effective Data Visualization. Best Practices for Data Visualization1.

Jan 16, 2025 | pakobserver.net | Asad Ali

THE insecurity in Kurram has long been a significant concern for Pakistan. The region, historically fraught with ethnic, sectarian and militant tensions, continues to bear the repercussions of ongoing instability. Despite the fact that Pakistani leadership has regularly desired to constructively engage Afghanistan, the behaviour of Afghan Interim Administration (IAG) is gradually turning into exploitative of Pakistan’s security dilemmas.