Unlocking The Secrets of Algo Trading: Learn How to Use Python for Data and Strategies..!!
#algotrading #fintech #python #cafeio #financialeducation
If you're interested in getting started in trading, this is the video for you! By the end of this tutorial, you'll be able to trade algo using a simple moving average and Bollinger bands and have a basic trading strategy ready in python. 😃😃
Ready to learn more? Watch 👀 the video and let us teach you everything you need to know to start trading..!
① Part 1: • "Algorithmic Trading: Kickstart Your Journ...
② Code: https://gist.github.com/vermaakarsh/c...
In this video, we will get started with foundational code in python and cover the following introductory material.
✅ Setting up yfinance library
✅ Basic Operations and Plotting
✅ SMA, EMA, Bollinger Bands
✅ Simple Strategy based on SMA
Code: https://gist.github.com/vermaakarsh/c...
Definitions ⛄⛄
Simple Moving Average: A simple moving average (SMA) calculates the average of a selected range of prices, usually closing prices, by the number of periods in that range.
• https://www.investopedia.com/terms/s/...
Exponential Moving Average : An exponential moving average (EMA) is a type of moving average (MA) that places a greater weight and significance on the most recent data points. The exponential moving average is also referred to as the exponentially weighted moving average. An exponentially weighted moving average reacts more significantly to recent price changes than a simple moving average simple moving average (SMA), which applies an equal weight to all observations in the period.
• https://www.investopedia.com/terms/e/...
Bollinger Band : A Bollinger Band® is a technical analysis tool defined by a set of trendlines. They are plotted as two standard deviations, both positively and negatively, away from a simple moving average (SMA) of a security's price and can be adjusted to user preferences.
• https://www.investopedia.com/terms/b/...