Intro to Machine Learning
Explore linear regression, multiple linear regression, classification, and more in this introduction to the basics of Machine Learning.
Skill level
IntermediateTime to complete
Approx. 20 hoursCertificate of completion
Included with paid plansPrerequisites
1 courseWe suggest you complete the following courses before you get started with Intro to Machine Learning:- Learn Python 2
About this course
Machine learning, the field of computer science that gives computer systems the ability to learn from data, is one of the hottest topics in computer science.
Machine learning is transforming the world: from spam filtering in social networks to computer vision for self-driving cars, the potential applications of machine learning are vast.
Syllabus
13 lessons • 8 projects • 9 quizzes4 out of 5 Codecademy learners achieve their goals
"Codecademy gave me the tools I needed to land my first job as a developer, completely changing my career from the waste industry." - Jonathan Manner, Sweden
Projects in this course
- Project
Honey Production
Fit a line to data about the honeybee population decline in the United States. - Project
Cancer Classifier
Classify tumors as either malignant or benign using K-Nearest Neighbors. - Project
Predict Titanic Survival
In this project you will use a Logistic Regression model to predict whether or not a passenger survived the sinking of the RMS Titanic.
Intro to Machine Learning course ratings and reviews
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- I felt like I learned months in a week. I love how Codecademy uses learning by practice and gives great challenges to help the learner to understand a new concept and subject.RodrigoCodecademy Learner @ UK
- Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.John-AndrewCodecademy Learner @ USA
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
Earn a document to prove you've completed a course or path that you can share with your network.
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...Frequently asked questions about Intro to Machine Learning
Machine learning combines computer science, artificial intelligence, and statistics to quickly process large volumes of data and teach systems how to recognize patterns in data sets. It has a wide range of applications, from guiding decision-making to building chatbots and self-driving cars.