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Understanding Data Science and Data Analysis Life Cycle

Pickl AI

Summary: The Data Science and Data Analysis life cycles are systematic processes crucial for uncovering insights from raw data. Quality data is foundational for accurate analysis, ensuring businesses stay competitive in the digital landscape. billion INR by 2027.

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Netflix Data Analysis using Python

Mlearning.ai

Photo by Juraj Gabriel on Unsplash Data analysis is a powerful tool that helps businesses make informed decisions. In this blog, we’ll be using Python to perform exploratory data analysis (EDA) on a Netflix dataset that we’ve found on Kaggle. The type column tells us if it is a TV show or a movie. df.isnull().sum()

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ML | Data Preprocessing in Python

Pickl AI

With the explosion of data in recent years, it has become essential for data scientists and Machine Learning practitioners to understand and effectively apply preprocessing techniques. Raw data often contains inconsistencies, missing values, and irrelevant features that can adversely affect the performance of Machine Learning models.

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