What Is Machine Learning? | Wellness Within

Course Content

Python for Data Analysis

Learn the Python fundamentals necessary for working with data and preparing datasets for analysis.

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Introduction to Python

Working with Data Structures

Introduction to Pandas

Python Fundamentals

Pandas & Data Structures

Data Cleaning & Visualization

Learn how to prepare messy datasets and create visualizations that communicate meaningful insights.

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Handling Missing Data

Data Visualization Fundamentals

Using Matplotlib and Seaborn

Visualization Assessment

Introduction to Machine Learning

Understand how machines learn from data and build your first predictive models.

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What Is Machine Learning?

Supervised vs Unsupervised Learning

Building Your First Model

Machine Learning Basics

Model Building Assessment

Data Science Foundations

Machine learning allows computers to identify patterns in data and make predictions without explicit programming.

Common applications include:

Recommendation systems
Fraud detection
Image recognition
Forecasting

Machine learning is a subset of artificial intelligence focused on learning from examples rather than following hand-coded rules. The more data a model is exposed to, the more accurate its predictions become.