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How do I get started with trading as a programmer with little to no experience?

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I've been working as a software engineer for a few years now, and I've always been fascinated by the world of trading. I've dabbled in a few online courses and tutorials, but I'm not sure where to start or how to apply my programming skills to trading. I've heard of things like algorithmic trading and using APIs to connect to exchanges, but it all seems a bit overwhelming.

I've been trying to learn more about the different types of trading, such as day trading and swing trading, and I'm interested in learning more about the technical analysis side of things. I've also been looking into different programming languages and tools that can be used for trading, such as Python and backtrader.

I'd love to hear from some experienced traders and programmers out there - what are some good resources for getting started with trading as a programmer? Are there any specific libraries or tools that you would recommend for a beginner like me? Can I use my existing programming skills to start building trading bots and algorithms, or do I need to learn a whole new set of skills?

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Welcome to the world of trading as a programmer. It's exciting to see you're interested in applying your programming skills to trading. As a software engineer, you already have a solid foundation in programming, and you can definitely leverage that to get started with trading. First, let's break down the basics. Trading can be broadly categorized into different types, such as day trading, swing trading, and position trading. Each type has its own strategies and requirements, so it's essential to understand what works best for you.

When it comes to technical analysis, you'll be working with charts, patterns, and indicators to predict market movements. You can use programming languages like Python to connect to exchanges via APIs and retrieve real-time data. Libraries like backtrader, zipline, and catalyst are popular choices for backtesting and executing trading strategies. You can also use Pandas and NumPy for data analysis and manipulation.

To get started, I recommend checking out online resources like Quantopian, Alpaca, and Interactive Brokers. These platforms offer APIs, documentation, and community support to help you learn and build trading bots. You can also explore GitHub repositories and forums like Reddit's r/learnprogramming and r/algotrading to connect with other programmers and traders.

In terms of specific libraries and tools, I'd suggest starting with Python and the backtrader library. You can use backtrader to backtest strategies, analyze performance, and execute trades. For example, you can use the following Python

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