What is Data Science? Understanding the Differences Between Supervised and Unsupervised Learning

What is Data Science? Understanding the Differences Between Supervised and Unsupervised Learning

  What is Data Science? Data Science is an interdisciplinary field that blends various tools, algorithms, machine learning principles, and statistical techniques with the ultimate goal of extracting valuable insights from raw data. The primary focus of data science is to analyze large and complex data sets to uncover patterns, trends, and relationships that can…

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setting up a data lake from scratch

setting up a data lake from scratch

What is a Data Lake? A data lake is a centralized repository that stores vast amounts of raw data in its native format. Unlike traditional data warehouses, which require predefined schemas and are optimized for structured data, data lakes store unprocessed data. This approach provides greater flexibility for advanced analytics, real-time data processing, and machine…

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DADAYNEWS MEDIA (38)

Understanding the Properties of Laplace Transforms: A Comprehensive Guide

Laplace Transforms serve as a powerful method for solving differential equations and analyzing linear systems. In this blog, we will delve into the essential properties of Laplace Transforms, demonstrating how they can make mathematical computations more manageable. We will cover the key properties, include derivations, and show how these can be utilized in mathematical applications….

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CHATGPT VS DEEPSEEK

DeepSeek vs ChatGPT: A Technical Deep Dive into Modern LLM Architectures

The large language model (LLM) landscape is rapidly evolving, and two powerful contenders—DeepSeek and ChatGPT—are emerging as core engines in generative AI applications. While they both excel at generating human-like text, answering questions, and powering chatbots, they differ significantly in architecture, training objectives, inference capabilities, and deployment paradigms. Not long ago, I had my first…

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CUBIC FUNCTIONS

The Epic Saga of the Cubic Equation: From Blood Feuds to Modern Algebra

The Drama of the Cubic Equation: Rivalries, Betrayals, and Renaissance Mathematics The 16th century was a time of mathematical duels, secret solutions, and bitter rivalries. The quest to solve the cubic equation wasn’t just about algebra—it was about fame, survival, and revenge. 1. Tartaglia: The Stuttering Genius Who Outsmarted His Rivals Niccolò Tartaglia (1500–1557) was…

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LLM

Large Language Models

Course on Large Language Models NOTE: You’re only meant to change code marked with “# TODO:” Table of Contents Setting Up API Key Configuration Connecting to OpenAI API Exploring the API Creating Chat Completions Understanding Completion Parameters Prompt Engineering Crafting Effective Prompts Strategies and Best Practices Advanced Techniques Utilizing Embeddings Function Calling in LLMs Extras…

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