Data Analytics with Python preview

Data Analytics with Python

Leverage Pandas, NumPy, Matplotlib, and SQL to extract actionable insights from complex datasets.

Duration4 Months
LevelIntermediate
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Curriculum9 Modules

01

Python Refresher

Python Basics, Functions, OOP

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02

NumPy

Arrays, Operations, Mathematical Functions

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03

Pandas

DataFrames, Data Cleaning, Data Transformation

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04

Data Visualization

Matplotlib, Seaborn, Interactive Charts

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05

Statistics

Mean, Median, Mode, Standard Deviation, Probability

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06

Exploratory Data Analysis (EDA)

Missing Values, Outlier Detection, Correlation Analysis

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07

SQL for Analytics

Queries, Joins, Aggregations, Window Functions

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08

Dashboard Development

Power BI, Tableau, KPI Dashboards

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09

Real Projects

Sales Analysis, Customer Analysis, Business Reporting

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