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Analyzing Student Performance for optimal insight.

Objective: The goal of this challenge is to analyze a dataset containing student performance metrics to uncover insights that can help improve educational outcomes.​ Dataset: We’ll use the “Student Performance” dataset, which is publicly available on the UCI Machine Learning Repository. This dataset includes information about students’ academic achievements and various personal, social, and school-related …

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ChatGPT’s Ghibli-Inspired Visuals: A Deep Learning Perspective on Anime-Style Image Translation.

1.0       INTRODUCTION The intersection of generative AI and artistic stylization is increasingly attracting interest within the machine learning research community. One particularly compelling domain involves translating real-world imagery into stylized, hand-drawn forms—particularly in the aesthetic of beloved animation studios like Studio Ghibli. This post explores the research landscape around anime-style image synthesis, particularly focusing on …

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Building a Strong Data Science Career: Portfolio, Resume, and Interview Prep

Breaking into data science requires more than just technical skills—you need a compelling portfolio, a well-structured resume, and solid interview preparation. This guide will walk you through the essential steps to showcase your skills effectively and land your dream role. 1. Creating an Impactful Data Science Portfolio A well-crafted portfolio demonstrates your technical abilities, problem-solving …

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Alzheimer’s Disease Classification: A Hands-On Dataset for Analysts & Data Scientists

Alzheimer’s Disease (AD) is a neurodegenerative disorder that affects millions of people worldwide. Early detection and classification of AD stages can significantly improve patient care and treatment planning. As part of the 20 Days Data Project Challenge, we are introducing a dataset that allows data analysts and data scientists to explore Alzheimer’s classification using machine …

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Analyzing 1000 Cryptocurrencies: Insights from Historical Trading Data

Introduction Cryptocurrency trading is one of the most dynamic financial markets, with thousands of digital assets being traded daily. In this blog post, we explore a dataset containing historical price movements for 1000 cryptocurrencies. This dataset provides an excellent opportunity for data enthusiasts and traders to analyze trends, volatility, and trading volume patterns across different …

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Free Data analytics courses

Data analytics is a rapidly growing field, and having the right skills can open doors to lucrative career opportunities. Fortunately, there are several free online courses that provide quality education along with certifications to help you stand out in the job market. Whether you’re a beginner or looking to upskill, here are some of the …

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20 projects Challenge (day 2)

Blog: Understanding Fraud Detection Through Data Analysis Fraud detection is a crucial challenge faced by financial institutions. Identifying suspicious activity in a sea of legitimate transactions requires sharp analytical skills and advanced machine learning techniques. In this exercise, we will work with the Credit Card Transaction Dataset for Fraud Detection, which provides transaction data to …

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20 Days Project Challenge

Blog: Unlocking Insights from Retail Data Retail businesses generate vast amounts of data daily, and within this data lies the key to understanding customer behavior, optimizing operations, and driving revenue growth. For this exercise, we will explore a dataset containing retail transaction data spanning two time periods: 2009-2010 and 2010-2011. This dataset includes information such …

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