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Step-by-Step Guide to Generate Access Token in Zerodha Kite API
Algo Trading is a method of trading in the stock market where computer programs automatically place buy and sell orders based on pre-defined rules. These rules are created using mathematical models, technical indicators, or market conditions. 1. API Key & API Secret 2. Request Token 3. Access Token (most important for Algo Trading) Explanation:
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How to Create Simple SMA Strategies in Python?
A Simple Moving Average (SMA) strategy is one of the easiest and most popular techniques used in technical analysis for trading. It helps identify trends by smoothing out price fluctuations over a specific period. What Is Pandas? Pandas is an open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools. It’s built on top of NumPy, and it’s especially useful for: What Is NumPy? NumPy is an open-source Python library that provides: 1. Steps to Create an SMA Strategy Using Python: 2. Reading the CSV File 3. Displaying the DataFrame This line just displays the contents of the DataFrame df. In a Jupyter Notebook or interactive environment,…
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How to Create SMA(Simple Moving Average) Crossover Strategy
The Simple Moving Average (SMA) strategy is a popular technical analysis tool used by traders to identify trends and potential buy or sell signals in the stock markets. It calculates the average closing price of an asset over a specific number of periods, smoothing out price fluctuations and helping traders understand the overall direction of the market. In the SMA strategy, traders often use two different SMA lines — a short-term (like 20-day) and a long-term (like 50-day or 200-day) average. A buy signal is generated when the short-term SMA crosses above the long-term SMA , and a sell signal is generated when it crosses below . Example : write…
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What is Python?
Python is a high-level, and interpreted programming language known for its simplicity and readability. It supports multiple programming paradigms, including procedural, object-oriented, and functional programming. Python is widely used in web development, data science, machine learning, automation, and more. Key Features of Python Common Built-in Modules in Python Python also has thousands of third-party libraries like NumPy, Pandas, TensorFlow , Matplotlib . How to setup python environment ? . First of all we have to create python environment , create an folder structure in your directory and setup in that particular folder. Syntax: conda create -p venv python==3.13 What is conda ? . Conda is an open-source package management and…
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What is algo trading ?
Algo Trading is a method of trading in the stock market where computer programs automatically place buy and sell orders based on pre-defined rules. These rules are created using mathematical models, technical indicators, or market conditions. Two major aspects of algo trading . 1. Clear Strategy 2. Automated trading How Does Algo Trading Work? Advantages of Algo Trading Risks of Algo Trading Note:- To effectively implement algorithmic trading strategies, a foundational understanding of Python programming is essential . What is Python? Python is a high-level, interpreted, and general-purpose programming language known for its simplicity and readability. Python is widely used in web development, data science, machine learning, automation, and more.…