Coursera 資料科學相關課程

[Howard]

以課程組織分類

DeepLearningAI

Mathematics for Machine Learning and Data Science

Machine Learning

Deep Learning

DeepLearning.AI TensorFlow Developer

TensorFlow: Advanced Techniques

TensorFlow: Data and Deployment

Natural Language Processing

Generative Adversarial Networks (GANs)

AI for Medicine

Generative AI for Everyone

Generative AI with Large Language Models

Machine Learning in Production

Generative AI for Software Development

DeepLearning.AI Data Engineering

University of Michigan

Python for Everybody

Applied Data Science with Python

Statistics with Python

PostgreSQL for Everybody

以課程類型分類

數學

機率與統計

Bayesian Statistics

Probabilistic Graphical Models

訊號處理

Digital Signal Processing

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TensorFlow

TensorFlow 2 for Deep Learning

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強化學習

Reinforcement Learning

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網路分析

Social and Economic Networks: Models and Analysis

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離散數學、資料結構與演算法

Introduction to Discrete Mathematics for Computer Science

Data Structures and Algorithms

Foundations of Data Structures and Algorithms

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中文課程

機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations

機器學習技法 (Machine Learning Techniques)

人工智慧：搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)

人工智慧：機器學習與理論基礎 (Artificial Intelligence - Learning & Theory)