Python for Data Analytics and Machine Learning Bootcamp

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Course Features

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Duration

25 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Mobile, Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Beginner

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Teaching Type

Self Paced

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Video Content

25 hours

Course Description

Python to Data Analytics and Machine Learning Bootcamp allows you to transfer your knowledge of data science into various businesses, assisting them to analyze data and make better business decision-making. The course covers both basic and advanced Python, data exploration and visualization, predictive analytics and descriptive analytics using Python. Python language. Learn about different Python programs such as Numpy, Pandas, Scikit Learn, and Seaborn. Additionally, you will have the opportunity to understand how to export and import data using Python and data structures in Python and various concepts in statistics such as cluster analysis, regression, and classification.

Course Overview

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Skills You Will Gain

Prerequisites/Requirements

There are no prerequisites

What You Will Learn

Define, understand, and use the various functions in Python

Gain a basic understanding of various statistical concepts

Gain an in-depth understanding of data structure used in Python and learn to import/export data in Python

Learn and use clustering methods including k-means and hierarchical clustering

Learn to do data visualization using Python packages like Matplotlib and Seaborn

Understand and use linear regression models, and classification techniques in Machine Learning

Target Students

This course is meant for all those students and professionals who are interested in using Python's powerful ecosystem

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