#PythonForDataAnalysis

Day 11 – Exploratory Data Analysis (EDA) Step-by-Step

Introduction (Stepwise Investigation Style) Exploratory Data Analysis (EDA) is the first critical step in any data analysis workflow. It allows analysts to understand the dataset, detect patterns, identify anomalies, and uncover relationships before diving into modeling or reporting. Imagine a retail company in Nagpur launching a new product line. You have transaction data spanning months. […]

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Day 7 – Introduction to Python for Data Analysis (Pandas, NumPy)

Introduction (Narrative + Hands-On Approach) In 2025, Python has become the most versatile tool for data analysis, blending automation, visualization, and machine learning. Unlike Excel or SQL, Python allows you to clean, analyze, and visualize massive datasets with fewer limitations. Imagine a mid-sized e-commerce business in Nagpur struggling to predict weekly sales trends. Using Python,

Day 7 – Introduction to Python for Data Analysis (Pandas, NumPy) Read More »

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Day 11 – Exploratory Data Analysis (EDA) Step-by-Step

Introduction (Stepwise Investigation Style) Exploratory Data Analysis (EDA) is the first critical step in any data analysis workflow. It allows analysts to understand the dataset, detect patterns, identify anomalies, and uncover relationships before diving into modeling or reporting. Imagine a retail company in Nagpur launching a new product line. You have transaction data spanning months.

Day 11 – Exploratory Data Analysis (EDA) Step-by-Step Read More »

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Day 7 – Introduction to Python for Data Analysis (Pandas, NumPy)

Introduction (Narrative + Hands-On Approach) In 2025, Python has become the most versatile tool for data analysis, blending automation, visualization, and machine learning. Unlike Excel or SQL, Python allows you to clean, analyze, and visualize massive datasets with fewer limitations. Imagine a mid-sized e-commerce business in Nagpur struggling to predict weekly sales trends. Using Python,

Day 7 – Introduction to Python for Data Analysis (Pandas, NumPy) Read More »

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