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DeepLearning.AI & Stanford University
DeepLearning.AI & Stanford University
Specialization

Machine Learning Specialization

Break into AI with the legendary Machine Learning Specialization created by Andrew Ng. Master foundational ML concepts and apply practical machine learning techniques.

Andrew Ng
Instructor: Andrew Ng
Enroll for freeStarts Today380,000 already enrolled
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3 course series

Earn a career credential that demonstrates your expertise

4.9

from 39K reviews of courses in this program

Beginner level

Recommended experience

Flexible schedule • Learn at your own pace

3 weeks at 10 hours a week

Learn at your own pace

What you'll learn

Build ML models in Python using NumPy and scikit-learn for supervised and unsupervised learning

Build and train neural networks with TensorFlow to perform multi-class classification and deep learning tasks

Apply best practices for ML development, feature engineering, decision trees, random forests, and recommender systems

Skills you'll gain

Supervised LearningUnsupervised LearningNeural NetworksDecision TreesRecommender SystemsModel Evaluation

Tools you'll learn

PythonTensorFlowNumPyscikit-learnJupyter Notebooks

Courses in this Specialization

This program contains 3 courses that prepare you for verified mastery.

Supervised Machine Learning: Regression and Classification
Course 1•33 hours

Supervised Machine Learning: Regression and Classification

Learn how to build supervised machine learning models with Python, NumPy, and scikit-learn.

Instructor

Andrew Ng

Andrew Ng

Founder of DeepLearning.AI, Co-founder of Coursera, Adjunct Professor at Stanford

Andrew Ng is an AI pioneer who has taught machine learning to over 7 million people worldwide. He leads DeepLearning.AI and AI Fund.