Course HighlightsCOURSE
Data Analysis with Python

Data Analysis with Python

Data Analysis with Python Highlights

Course enrollment

Starts on

12 February 2020

Enrollment closes on
31 December 2021

  Course Fee

Fee

US$99 - US$199

Course enrollment

Starts on

12 February 2020

Enrollment closes on
31 December 2021

Course Fee

Fee

US$99 - US$199

About this course

Module 1 - Introduction Learning Objectives Understanding the Domain Understanding the Dataset Python package for data science Importing and Exporting Data in Python Basic Insights from Datasets
Module 2 - Data Wrangling Identify and Handle Missing Values Data Formatting Data NormalizationSets Binning Indicator variables
Module 3 - Exploratory Data Analysis Descriptive Statistics Basic of Grouping ANOVA Correlation Correlation 2
Module 4 - Model Development Simple and Multiple Linear Regression Model Evaluation using Visualization Polynomial Regression and Pipelines R-squared and MSE for In-Sample Evaluation Prediction and Decision Making
Module 5 - Working with Data in Python Model Evaluation Over Fitting, Under fitting and Model Selection Ridge Regression Grid Search Model Refinement

Course Certificate

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Once you have completed this course, you will earn your certificate.

Data Analysis with Python