Applied EDA & Feature Engineering
Transform raw data into machine learning gold — master Applied EDA and Feature Engineering to craft powerful, high-performing models with real-world impact!
Duration
12 hours
Taught in
English, Hindi, Telugu, Marathi, Kannada
Certificate From
i-Hub, IIT Patna
Level
Intermediate
The Future Of Applied EDA & Feature Engineering
95%
Student satisfaction rate
1000+
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Course Roadmap
Module 1
Numpy for EDA
- Introduction to Numpy for EDA
- Data Cleanup with Numpy
Module 2
Cleaning & Managing Data
- Data Handling & Cleaning: Learn how to import, inspect, and clean large datasets efficiently using Pandas DataFrames and Series.
- Data Transformation: Master powerful operations like filtering, grouping, merging, and reshaping to prepare data for analysis.
- Exploratory Insights: Use Pandas to summarize trends, detect anomalies, and generate meaningful insights with just a few lines of code.
Module 3
Grouping & Aggregating Data
- Grouping & Aggregation of Data
Module 4
Data Visualisation using Pandas
- Dive deeper into data interpretation with correlation, covariance, and distribution analysis to uncover relationships and hidden patterns within datasets.
IIT CERTIFICATION
Get certified by i-Hub, IIT Patna
How to avail this certificate?
- Complete all the course modules
- Finish the final evaluation with the required minimum score
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