Stanford/DeepLearning.AI course by Andrew Ng. Supervised learning, neural networks, decision trees, Python, TensorFlow.
Skills You'll Learn
Machine Learning
Deep Learning
Neural Networks
Python
TensorFlow
Offered by: Stanford University
What You'll Learn
✓
Build ML models with NumPy and scikit-learn
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Train neural networks with TensorFlow
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Apply supervised learning techniques
✓
Build decision trees and random forests
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Use unsupervised learning for clustering
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Recommender systems and deep learning
Skills Covered
Machine Learning
Deep Learning
Neural Networks
Python
TensorFlow
The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online.
Key Outcomes
1
Learn from Andrew Ng, Stanford professor
2
Build real ML projects
3
Master Python and TensorFlow
4
Join 4.5M+ learners worldwide
Three courses covering the essentials of machine learning.
Course Modules
1
Supervised Machine Learning: Regression and Classification
Module 1 content for this course.
2
Advanced Learning Algorithms
Module 2 content for this course.
3
Unsupervised Learning, Recommenders, Reinforcement Learning
Module 3 content for this course.
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