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Data Science

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₹39,000.00

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Course Content

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Introduction to Pandas 9 Topics

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Lesson Content

0% Complete 0/9 Steps

Dropping entries from an axis

Selection and Filtering

Arithmetic and Data Alignment

Axis Indexes with Duplicate Levels

Data Cleaning and Wrangling with Pandas 3 Topics

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Combining Concatenating Pivoting

Filling in Missing Data

Removing Duplicates

Visualizations – Matplot

Predictive Analytics with python 17 Topics

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0% Complete 0/17 Steps

Overview of Predictive Analytics

Overview of Linear Regression

Linaer Regression

Linear Regression Case Study Data Cleaning & Viz

Linear Regression Case Study Data Viz Categorical & Continuous data

Linear Regression Case Study Model Building

Predictive Analytics Decision Tree 1

Predictive Analytics Decision Tree 2

Predictive Analytics Decision Tree 3

Ensemble Learning Random Forest

Predictive Analytics Logistics Regression 1

Predictive Analytics Logistics Regression 2

Unsupervised Learning K-Means

Hierarchical Clustering Concept

Hierarchical Clustering Practical

Predictive Analytics GB

Predictive Analytics XGBoost

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