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AI and Public Health
Coursera
Course
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AI and Public Health

DeepLearning.AI

Introduction to AI and machine learning fundamentals applied to public health challenges, featuring a hands-on air quality monitoring case study.

Unknown3 weeksEnglish18,960 enrolled

About this Course

In this course, you will be introduced to the basics of artificial intelligence and machine learning and how they are applied in real-world scenarios in the AI for Good space. You will also be introduced to a framework for problem solving where AI is part of the solution. The course concludes with a case study featuring three Jupyter notebook labs where you’ll create an air quality monitoring application for the city of Bogotá, Colombia.

What You'll Learn

  • Understand fundamental AI and machine learning concepts for public health
  • Apply a structured framework to solve problems using AI tools
  • Build an air quality monitoring application using Jupyter notebooks
  • Analyze environmental data to support public health decisions

Prerequisites

  • No prior experience in AI or coding is necessary. This program is for learners with all types of backgrounds

Instructors

R

Robert Monarch

Topics

Machine Learning
Data Science
Design and Product
Computer Science
Artificial Intelligence
Environmental Monitoring
Data Preprocessing
Public Health
Model Evaluation
Exploratory Data Analysis

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تعلم الآلة
علم البيانات
الصحة العامة
المراقبة البيئية
معالجة البيانات
الذكاء الاصطناعي
Data Preprocessing
Public Health
Model Evaluation
Exploratory Data Analysis

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