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Essential Mathematics for Mastering Machine Learning and AI 35/100 Days

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Importance of Mathematics in Machine Learning and Artificial Intelligence Mathematics required for machine learning and AI – understand in easy language If you want to learn algo trading, crypto trading, or stock market algorithms, then you should have a basic understanding of machine learning and artificial intelligence (AI). A good knowledge of mathematics is very […]

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Vectorized String Operations | 32/100 Days of Python Algo Trading

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Hello friends, welcome to Day 32 of 100 Days of Hell with Python Algo Trading. In the last session, we learned about Multi-Indexing and understood it with many good examples. Hope you got everything clear. We also shared some Multiple Choice Questions, Task Questions and a Mini Project, which you must have seen. Today we

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Pivot Table & Melt in Pandas – Algorithmic Trading Python for Quantitative Traders 31/100 Days

algo trading, algorithmic trading, Python, Quizzes

Use of Melt, Pivot Table and String Operations in Python Pandas – Pandas is a very important library for data analysis in Python. In today’s blog, we will discuss three major concepts – Melt Function, Pivot Table, and Vectorized String Operations. These three functions are very useful in data science, machine learning and algorithmic trading.

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Multi-Indexing in Pandas: Why is it important for Algo Trading? 30/100 Days

algo trading, algorithmic trading, Python, Quizzes

Multi-Indexing is a very important and powerful feature in Python’s Pandas library, especially when you are doing Algorithmic Trading. Because whenever you fetch data from an API or external source, it mostly comes in Multi-Index form. Let’s understand this in simple language. Series vs DataFrame – Basic Understanding Series is a 1D data structure of

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Pandas GroupBy for Algorithmic Trading: Data Aggregation 27/100 Days

algo trading, Python, Quizzes

A Powerful Tool for Algo Trading Day – 27 | 100 Days of Hell with Python Algo Trading Series Time is valuable in Algo Trading. Keeping this in mind, in today’s blog, we will learn Pandas GroupBy Object, which not only makes data processing easier but also makes analysis on trading data faster and efficient.

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End-to-End Stock Analysis Using Pandas DataFrames 26/100 Days

algo trading, Python, Quizzes

Use of Pandas DataFrame in Algorithmic Trading What is Algorithmic Trading? Algorithmic Trading has become the basis of today’s modern trading system. In this, trading decisions are made automatically with the help of computer programming and data science. In this process, the data is deeply examined and analyzed so that the decision to buy and

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Python Decorators in Algorithmic Trading | Automate Crypto 19/100 Days

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What is Algo Trading and how is it changing the financial market? Algorithmic trading is completely changing today’s financial market. In this, trading is done with the help of computer programs and quantitative techniques, which allow traders to make decisions very quickly and accurately. Especially when you talk about high frequency trading (HFT), every microsecond

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Serialization & Deserialization in Python for Algorithmic Trading 16/100 Days

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Algorithmic Trading with Python: A Revolutionary Start Algorithmic trading has revolutionized today’s financial markets. Now traders can make data-based decisions in just a few seconds. With programming languages like Python, you can now easily automate trading. In this blog, we will discuss the basics of algorithmic trading through Python, best trading software in USA, quantitative

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Polymorphism & Abstraction in Python for Algorithmic Trading 13/100 Days

algo trading, Python, Quizzes

Day 13 – Understand the power of Polymorphism and Abstraction in Python Today we will understand two of the most important concepts of Object Oriented Programming (OOP) – Polymorphism and Abstraction. Both of these principles make algorithmic trading software more powerful and flexible. Especially when you are working on crypto trading strategies in USA or

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Object-Oriented Programming (OOP) in Python for Algorithmic Trading 12/100 Days

algo trading, Python, Quizzes

In today’s blog, we will learn about two important principles of Python’s OOPs (Object-Oriented Programming) – Polymorphism and Abstraction – which are essential for building any modern algorithmic trading bot. Also, we will implement a real crypto trading strategy using Freqtrade that enables you to trade in the global market from any country like USA

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