Enrollments closing soon for Post Graduate Certificate Program in Data Science & AI (Including Agentic AI) By IIT Roorkee | 3 Seats Left
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1 Solution
2 End-to-End ML Project - Introduction
3 End to End ML Project - Import the libraries
4 End to End ML Project - Load the dataset
5 End to End ML Project - Explore the dataset
6 End to End ML Project - Split the dataset
7 End-to-End ML Project - Visualize the geographic distribution of the data
8 End to End ML Project - Create a correlation matrix
9 End to End ML Project - Fill in the missing data
10 End to End ML Project - Handling categorical attributes
11 End to End ML Project - Creating custom transformer
12 End to End ML Project - Creating transformation pipelines
13 End to End ML Project - Train a Decision Tree model
14 End to End ML Project - Train a Random Forest model
15 End to End ML Project - Fine tune your model with Cross Validation
16 End to End ML Project - Fine tune your model with Grid Search
17 End to End ML Project - Analyze and evaluate best model
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