Python is widely used in algorithmic trading due to its simplicity, vast ecosystem of libraries, and support for handling large datasets. If you’re getting into algo trading, Python offers powerful tools that streamline everything from data collection to executing trades. Here’s a look at some of the key Python libraries that make this process easier….
Renaissance Technologies, led by James Simons, is a hedge fund known for its incredible success using quantitative (math-based) trading strategies. Unlike traditional traders, Renaissance uses data, mathematical models, and high-speed algorithms to beat the market. Let’s break down how they do it in simple terms. 1. Data-Driven Trading Renaissance analyzes massive amounts of data, from…
One of my current exciting and most significant projects is an automated stock trading bot. This project leverages Python, pandas, NumPy, and TA-Lib for data handling and technical analysis, and it interacts with the Alpaca trading platform for real-time trading. The bot is designed to automate trading decisions based on predefined rules, with ongoing work…
Have you ever wondered how to efficiently find the longest palindromic substring within a given string? Palindromes are sequences that read the same backward as forward, like “radar” or “madam.” Code in Python:
Hello! Today, we’re going to tackle a popular LeetCode topic problem known as Two Sum in Java. This solved this problem yesterday in Python. Today I will do it in Java. Python and Java are my go-to coding languages thus you will likely see them here often. I was self-taught in Python and learned and…
Hello! Today, we’re going to tackle a popular LeetCode topic problem known as Two Sum. This problem is a great introduction to algorithmic thinking and problem-solving in software engineering. Let’s dive into the problem, break it down step by step, and solve it using Python. Even though I am using Python to solve this Two…
I used to find myself grappling with the complexities of understanding time complexities and using Big O notation to analyze algorithms. Initially, it was a daunting concept, with its symbols and mathematical expressions. However, as I continued diving deeper into the software engineering world, I quickly realized the importance of grasping time complexity. In essence,…
