Completion Certificate for Machine Learning

Completed by Tao Huang

August 11, 2024

Approximately 2 months at 10 hours a week to complete

Tao Huang's account is verified. Coursera certifies their successful completion of Stanford University & DeepLearning.AI Machine Learning Specialization.

Course Certificates Completed

Supervised Machine Learning: Regression and Classification

Advanced Learning Algorithms

Unsupervised Learning, Recommenders, Reinforcement Learning

Machine Learning

DeepLearning.AI

4.9 (29,130 ratings)

540K Students Enrolled

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What you will learn

Build ML models with NumPy & scikit-learn, build & train supervised models for prediction & binary classification tasks (linear, logistic regression)
Build & train a neural network with TensorFlow to perform multi-class classification, & build & use decision trees & tree ensemble methods
Apply best practices for ML development & use unsupervised learning techniques for unsupervised learning including clustering & anomaly detection
Build recommender systems with a collaborative filtering approach & a content-based deep learning method & build a deep reinforcement learning model