A list of the best modern Mac apps for productivity. These apps are designed to help you get more done in less time.

Modern Mac Apps and Settings for Productivity and Appearence

A deep dive into building a regime-aware trading system that uses Hidden Markov Models to classify market conditions and dynamically allocate across a strategy pool — from feature engineering to live paper trading.

RegimeSense - Building an Adaptive Market Regime Detection System

A detailed walkthrough of how I built a dynamic and customizable Stocks Screener using Python, Streamlit, and real financial data. This project combines finance and data science principles to empower investment research through factor-based strategies.

Building a Stock Screener Using Python and Streamlit

A step-by-step guide to building a computer vision project that uses hand gestures to control Spotify. Learn how to integrate OpenCV, MediaPipe, and Python for gesture recognition and automation.

Controlling Spotify with Hand Gestures Using OpenCV and MediaPipe

How I took a Dell Optiplex 5040 and transformed it into a beast of a modern gaming PC using parts from eBay, Goodwill, and AliExpress.

How I Built a Modern Gaming PC from Junk

A detailed exploration of ETL and ELT, their differences, evolution, and when to use each approach in modern data engineering.

ETL vs ELT - Understanding the Difference and Which to Choose

A detailed walkthrough of the Market Insights project, which provides business news, custom news, localized news, weather updates, and more. Includes setup instructions and technologies used.

Market Insights - A Comprehensive Business and News Platform

Common Table Expressions vs Subqueries vs Views vs Temp Tables (Materialized vs Non-Materialized)

Optimizing SQL Performance - Advanced Techniques for Faster Processing

Look into all the weeks and walkthrough of the de zoomcamp in a simple and intuitive way.

Data Engineering Zoomcamp - Unveiling NYTaxi Data and Essential Data Engineering Tools

Internal working of a RAG based LLM and utilizing Vector embeddings using OpenAI APIs and Langchain to custom train a LLM for my course projects on Applied Machine Learning.

How I used RAG based LLM to help me with my course projects on Applied Machine Learning (STA5635 )

Introduction to RAGS - Elevating QA Chatbots with Advanced Language Models

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Modern Mac Apps and Settings for Productivity and Appearence