Digital

The landscape of AI and the data science job market is changing faster than ever. With rapid advancements in artificial intelligence, many professionals are questioning whether AI will replace data scientists entirely or simply transform their roles. The truth is nuanced: AI is reshaping the field, creating new opportunities, and demanding updated skills. Understanding these […]

If you want to master market forecasting with LSTM/GRU in Python, this guide will help you create predictive models from scratch. Using Python’s deep learning libraries, you can forecast stock prices, cryptocurrency trends, and other time-series data efficiently. This step-by-step tutorial ensures that even beginners can follow and build a working model today. 1. Understanding

In today’s fast-paced financial world, traders are turning to artificial intelligence (AI) to gain a competitive edge. AI trading bots have become a powerful tool for automating trades, analyzing data, and making smart decisions faster than humans ever could.In this tutorial, you’ll learn how to build an AI trading bot using Python and Perplexity AI

Large Language Models (LLMs) are transforming software development, automation, analytics, and decision-making across industries. However, one major challenge continues to slow adoption at scale: high token usage and rising operational costs. Every extra token sent to or generated by an LLM increases latency and cost. This is where TOON Notation (Token-Oriented Object Notation) comes in.

Financial markets never move in a straight line. They move through different regimes — periods of high volatility, low volatility, strong trends, sideways consolidations, and sudden crashes.For traders and quantitative analysts, identifying these regimes correctly is one of the most important tasks, because a strategy that works in one regime often fails completely in another.

Solana AI memecoin trading is rapidly gaining attention for its potential to navigate the chaotic and unpredictable world of memecoin markets. Prices can spike or crash within minutes, making it extremely difficult for human traders to react. To test how well AI can manage this volatility, we ran a real-world experiment letting an AI agent

AI websites to build a $2K passive income have opened doors for earning opportunities that didn’t exist before. With the right AI tools, anyone can automate tasks, create digital products, and generate recurring income streams that continue earning even while they sleep. By following a smart strategy, beginners and professionals can realistically aim to make

Containerization has been a cornerstone of software development for over a decade. Tools like Docker and Kubernetes revolutionized how applications are built, deployed, and scaled. They enabled developers to package software in isolated environments, ensuring consistency across development, testing, and production. However, as we move into 2025, containerization is increasingly being labeled legacy tech. Modern

In today’s fast-evolving digital world, AI transforming VMS software has become one of the most powerful advancements in the security industry. Video Management Software (VMS), once limited to recording and storing footage, has now transformed into an intelligent system that can detect threats, analyze behavior, and support real-time decision-making. Artificial intelligence has shifted surveillance from

The Heston Model is a cornerstone in modern options trading, offering a more accurate view of volatility compared to the traditional Black-Scholes approach. Unlike basic strategies that focus on price direction, the Heston Model allows traders to analyze how volatility changes over time and identify opportunities using volatility arbitrage. This simplified guide explains the Heston