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Data Analysis Project for Beginners Using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Data Analysis is one major part that you must master before learning or diving into the machine learning algorithms section because data analysis is a process to explore the data to get a better understanding of data.

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Getting Started with Permutation and Combination in Python

Analytics Vidhya

It plays a crucial role in various fields, such as probability, statistics, cryptography, and data analysis. In Python, powerful libraries and algorithms allow us to work efficiently with permutations and combinations.

Python 232
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How to Perform Label Encoding in Python?

Analytics Vidhya

One often encounters datasets with categorical variables in data analysis and machine learning. However, many machine learning algorithms require numerical input. These variables represent qualitative attributes rather than numerical values. This is where label encoding comes into play. appeared first on Analytics Vidhya.

Python 218
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Exploratory Data Analysis (EDA) – Credit Card Fraud Detection Case Study

Analytics Vidhya

Overview Lots of financial losses are caused every year due to credit card fraud transactions, the financial industry has switched from a posterior investigation approach to an a priori predictive approach with the design of fraud detection algorithms to warn and help fraud investigators. […].

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10 Python Packages Revolutionizing Data Science Workflow

Marktechpost

In the vast world of data science, countless tools are available to help analysts and researchers make sense of data and build powerful machine-learning models. Here are the ten great Python packages that can significantly enhance your workflow. Lux: Lux is like having a data analysis assistant.

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Top Courses for Machine Learning with Python

Marktechpost

Additionally, Python has emerged as the primary language for various ML tasks. This article outlines the top ML courses in Python, offering readers the opportunity to enhance their skill set, transition careers, and meet the expectations of recruiters. and evaluating the same.

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Top Python Programming Books to Read in 2024

Marktechpost

Python is a general-purpose programming language and is one of the most popular languages because of its versatility, ease of use, libraries, and active community. Moreover, with the exponential rise in the popularity of artificial intelligence (AI), which mainly uses Python, there is an increase in demand for it.

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