机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

DeepLearning.AI
您将获得的技能: 卷积神经网络, 分类算法, 图像分析, 张力流, 机器学习, 数据预处理, 模型评估, 深度学习, 计算机视觉, 迁移学习, 应用机器学习, Keras(神经网络库), Transfer Learning, Model Evaluation, 模型优化, 模型培训, 微调
★ 4.7 (8223) · 中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Machine Learning Methods, Model Training, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Model Optimization, Verification And Validation, Linear Algebra, Data Transformation
★ 4.9 (331) · 中级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Feature Engineering, Model Evaluation, Model Deployment, Fine-tuning, Data Preprocessing, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Machine Learning Software, Scalability, Hugging Face, Docker (Software), Supervised Learning, MLOps (Machine Learning Operations), Machine Learning Algorithms, Software Development, Machine Learning
中级 · 专项课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, Data Wrangling, Large Language Modeling, LangChain, Retrieval-Augmented Generation, Exploratory Data Analysis, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Supervised Learning, Responsible AI, Vector Databases, Fine-tuning, Python Programming
★ 4.7 (10万) · 初级 · 专业证书 · 3-6 个月

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Model Optimization, Convolutional Neural Networks, Model Deployment, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning Software
★ 4.3 (29) · 中级 · 专业证书 · 3-6 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Python Programming, Statistical Modeling, Supervised Learning, Machine Learning, Data Processing, Agentic systems, Artificial Intelligence, Algorithms, AI literacy
★ 4.5 (49) · 中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 大型语言建模, 提示模式, 数据科学, 及时工程, 人工智能工作流程, 软件开发生命周期, 机器学习, 计算机视觉, ChatGPT, 软件架构, 恢复性应用程序接口, Python 编程, LangChain, 响应式网页设计, 数据伦理, 生成式人工智能, 软件开发, 负责任的人工智能, 检索-增强生成, IBM 云计算, Prompt Engineering
★ 4.7 (8.2万) · 初级 · 专业证书 · 3-6 个月

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Model Optimization, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Generative AI Agents, Google Gemini, Model Training, Dataflow, Big Data, Keras (Neural Network Library), Machine Learning, Generative Model Architectures, Data Preprocessing, Machine Learning Software, CI/CD, Machine Learning Methods, Cloud Computing
★ 4.4 (4960) · 中级 · 专业证书 · 3-6 个月

John Wiley & Sons
您将获得的技能: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression
高级设置 · 课程 · 1-4 周

IBM
您将获得的技能: 数据可视化, 专业网络, 交互式数据可视化, 网络抓取, 数据可视化软件, 数据故事, 数据扫盲, 绘图(图形), 查询语言, 无监督学习, 数据整理, 数据展示, Jupyter, Python 编程, 数据清理, Plotly, 生成式人工智能, 探索性数据分析, 仪表板, 仪表板创建
★ 4.6 (15万) · 初级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Model Deployment, Model Optimization, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Large Language Modeling, Reinforcement Learning, Model Training, Transfer Learning, Computer Vision, Keras (Neural Network Library), Systems Design, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Machine Learning
★ 4.5 (1546) · 高级设置 · 专项课程 · 3-6 个月
Johns Hopkins University
您将获得的技能: 数据可视化, 统计分析, 统计编程, 数据科学, Ggplot2, R(软件), 数据共享, 数据操作, 统计可视化, 绘图(图形), 数据整理, 机器学习, R 程序设计, 数据清理, 数据处理, Rmarkdown, 探索性数据分析, 版本控制, Knitr, GitHub
★ 4.6 (4.8万) · 初级 · 专项课程 · 3-6 个月