Data Analytics – Everything Ai

We Benchmarked DuckDB, SQLite, and Pandas on 1M Rows: Here’s What Happened

Data Analytics3 days ago5Views 0Likes 0Comments

Image by Author # Introduction There are numerous tools for processing datasets today. They all claim — of course they do — that they’re the best and the right choice for you. But are they? There are two main requirements these tools should satisfy: they should easily perform everyday data analysis operations and…

5 Signs Your Business Is a Prime Target for Cyberattacks

Data AnalyticsOctober 7, 20257Views 0Likes 0Comments

Image by Editor # Introduction Running a business is tough enough without worrying about cybercriminals hunting your data. But here's the deal: cybercrime will cost businesses over $10 trillion globally in 2025. Small and medium businesses are taking the biggest hit, with nearly half of all breaches targeting companies under 1,000 employees. Cybercriminals…

We Used 3 Feature Selection Techniques: This One Worked Best

Data AnalyticsOctober 2, 202510Views 0Likes 0Comments

Image by Editor # Introduction In any machine learning project, feature selection can make or break your model. Selecting the optimal subset of features reduces noise, prevents overfitting, enhances interpretability, and often improves accuracy. With too many irrelevant or redundant variables, models become bloated and harder to train. With too few, they risk…

Building Machine Learning Application with Django

Data AnalyticsSeptember 27, 202516Views 0Likes 0Comments

Image by Author | ChatGPT Machine learning has powerful applications across various domains, but effectively deploying machine learning models in real-world scenarios often necessitates the use of a web framework. Django, a high-level web framework for Python, is particularly popular for creating scalable and secure web applications. When paired with libraries like scikit-learn,…

10 Python One-Liners to Optimize Your Hugging Face Transformers Pipelines

Data AnalyticsSeptember 22, 202516Views 0Likes 0Comments

Image by Editor | ChatGPT # Introduction The Hugging Face Transformers library has become a go-to toolkit for natural language processing (NLP) and (large) language model (LLM) tasks in the Python ecosystem. Its pipeline() function is a significant abstraction, enabling data scientists and developers to perform complex tasks like text classification, summarization, and…

The Lazy Data Scientist’s Guide to Time Series Forecasting

Data AnalyticsSeptember 17, 202519Views 0Likes 0Comments

Image by Editor | ChatGPT # Introduction Time series forecasting is everywhere in business. Whether you’re predicting sales for next quarter, estimating inventory demand, or planning financial budgets, accurate forecasts can make — or break — strategic decisions. However, classical time series approaches — like painstaking ARIMA tuning — are complicated and time-consuming.…

5 Tips for Building Optimized Hugging Face Transformer Pipelines

Data AnalyticsSeptember 12, 202517Views 0Likes 0Comments

Image by Editor | ChatGPT # Introduction Hugging Face has become the standard for many AI developers and data scientists because it drastically lowers the barrier to working with advanced AI. Rather than working with AI models from scratch, developers can access a wide range of pretrained models without hassle. Users can also…

Most Candidates Fail These SQL Concepts in Data Interviews

Data AnalyticsSeptember 7, 202521Views 0Likes 0Comments

Image by author | Canva An interviewer's job is to find the most suitable candidates for the advertised position. In doing so, they will gladly set up SQL interview questions to see if they can catch you off guard. There are several SQL concepts at which candidates often fail. Hopefully, you’ll be one of…

5 Reasons Why Vibe Coding Threatens Secure Data App Development

Data AnalyticsSeptember 2, 202523Views 0Likes 0Comments

Image by Author | ChatGPT # Introduction AI-generated code is everywhere. Since early 2025, "vibe coding" (letting AI write code from simple prompts) has exploded across data science teams. It's fast, it's accessible, and it's creating a security disaster. Recent research from Veracode shows AI models pick insecure code patterns 45% of the…

Vibe Coding High-Performance Data Tools in Rust

Data AnalyticsAugust 28, 202524Views 0Likes 0Comments

Image by Author | ChatGPT Working with data is everywhere now, from small apps to huge systems. But handling data quickly and safely isn’t always easy. That’s where Rust comes in. Rust is a programming language built for speed and safety. It’s great for building tools that need to process large amounts of data…