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Data Science Fundamentals

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Certification

Data Science Fundamentals

Learn about the data science cycle, and the basics of machine learning

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Description

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Features

This course includes

Duration

2 hours
Video Content
2 hours
Level
Beginner
Instruction Type
Self Paced
Delivery Method
Online
Available on
Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English

Skills

Unsupervised LearningSupervised LearningData ScienceRegressionMachine LearningData Analysis

Learning Goals

Outline the data science cycle and machine learning process
Explain the commonly used feature selection and feature engineering methods
List the algorithms mostly used in supervised and unsupervised learning
Read the key metrics used to evaluate a machine learning model
Explain the techniques used to improve an underfitting or overfitting model

Course Content

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Target Audience

Business Intelligence Analyst
Data Scientist
Data Visualization Specialist

Course Overview

Instructor-Moderated Discussions

Post course interactions

Case-Based Learning

Personalized Teaching

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