Author: Reezan

Have you ever wondered if your trading strategy is actually worth the risk? Maybe you’ve built an algorithm that’s raking in profits, but you’re not sure if it’s just luck or if it’s truly a solid plan. That’s where the Sharpe Ratio comes in—a simple tool that tells you how much bang you’re getting for the risk you’re taking. In this tutorial, I’ll walk you through what the Sharpe Ratio is, how to calculate it for your algo trading strategy, and how to understand what it’s telling you. Let’s dive in! What’s the Sharpe Ratio, Anyway? Picture this: you’re at…

If you’re dipping your toes into trading or looking to sharpen your skills, you’ve probably heard the term “profit factor” tossed around. It sounds technical, but don’t worry—it’s simpler than it seems. In this tutorial, I’ll break down what the profit factor is, why it matters, and how you can use it to make smarter trading decisions. Think of me as your friendly guide, sharing tips like I’m chatting with you over coffee. Let’s dive in! What Is the Profit Factor? The profit factor is a number that tells you how profitable your trading strategy is. It compares the money…

Want to dive into algorithmic trading using deep learning but feeling stuck on the math? Don’t worry—this guide is here to make linear algebra, a key piece of the puzzle, simple and clear. You’ll learn how linear algebra powers deep learning models that help traders predict stock prices or manage risks. By the end, you’ll understand the basics, see real-world examples, and feel ready to explore further—no math degree needed! Why Linear Algebra Matters for Trading Imagine you’re trying to predict if a stock’s price will go up tomorrow. Deep learning, a type of artificial intelligence, can analyze tons of…

You’re scrolling online, looking for a quick loan to cover an unexpected bill, and you stumble across MyQuickWallet.com. It promises fast cash, easy applications, and funds in your account by the next day. Sounds tempting, right? But before you share your bank details or sign up, you’re probably wondering: Is this website safe and legit? I’ve been there—needing money fast but worried about falling into a scam. Let’s dive into what I found about MyQuickWallet.com to help you decide if it’s worth your trust. What Is MyQuickWallet.com? MyQuickWallet.com offers short-term loans, specifically lines of credit up to $1,500. The website…

Imagine you’re at a bustling farmer’s market. There’s a stall with apples, and the seller is always ready to buy apples from farmers or sell them to customers. That seller keeps the market moving, making sure everyone can trade apples easily. In the world of finance, market makers do something similar—they keep financial markets flowing smoothly by always being ready to buy or sell things like stocks, bonds, or even cryptocurrencies. But when computers take over this job using smart programs, it’s called algorithmic trading, and it’s a game-changer. Let’s dive into what market making is and how it works…

Have you ever heard someone toss around terms like ATM, ITM, or OTM when talking about investing and felt completely lost? Don’t worry—I’ve been there too! When I first started learning about options trading, these abbreviations sounded like secret codes. But once you break them down, they’re not as scary as they seem. In this blog post, I’ll explain what ATM, ITM, and OTM mean in a way that’s easy to understand, even if you’re new to trading or English isn’t your first language. By the end, you’ll feel confident about these terms and maybe even ready to explore options…

Welcome to this tutorial on stochastic calculus for algorithmic traders! If you’re an algo trader or just curious about how math can help you navigate the wild world of financial markets, you’re in the right place. By the end of this post, you’ll understand what stochastic calculus is, why it’s useful for trading, and how to start applying it to your strategies. Let’s dive in with a clear, step-by-step guide that’s easy to follow, even if English isn’t your first language or math isn’t your favorite subject. What Is Stochastic Calculus? Stochastic calculus is a type of math that deals…

Have you ever wished you could test a trading idea before risking your hard-earned money? That’s where backtesting software comes in. It’s like a time machine for traders, letting you see how your strategy would have performed in the past. In this blog post, I’ll walk you through the best backtesting platforms for trading strategies in 2025, with a focus on TrendSpider as the top choice. Whether you’re a beginner or a seasoned trader, this guide is written to help you pick the right tool to boost your confidence and profits. What Is Backtesting, and Why Does It Matter? Backtesting…

Welcome to this tutorial on using Support Vector Machines (SVMs) in algorithmic trading! If you’re curious about how machine learning can help you make smarter trading decisions, you’re in the right place. By the end of this post, you’ll understand what SVMs are, how they work in trading, and how to build a simple trading strategy using them. Let’s dive in with a clear, step-by-step approach that’s easy to follow, even if you’re new to coding or trading. What Are Support Vector Machines? Imagine you’re trying to sort apples from oranges based on their size and color. SVMs are like…

If you’ve ever dipped your toes into trading, especially the fast-paced world of algorithmic trading, you’ve probably heard the term “PnL” thrown around. It sounds technical, but don’t worry—I’m here to break it down in a way that’s clear and relatable, whether you’re a beginner or a seasoned trader. Let’s dive into what PnL is, why it matters, and how it’s calculated in algo trading, with some real-world examples to make it stick. What Exactly Is PnL? PnL stands for Profit and Loss. It’s the scorecard that tells you whether your trades are making money or losing it. Think of…