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。

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization
初级 · 专业证书 · 3-6 个月

您将获得的技能: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming
中级 · 指导项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: 人工智能, 金融销售, 新兴技术, 市场趋势, 案例研究, 金融科技, 财产和房地产, 商业地产, 改善客户体验, 自动化, 实时数据, 欺诈检测, 房地产, 市场分析, 机器学习, 保险
混合 · 课程 · 1-4 周

Commonwealth Education Trust
您将获得的技能: 课堂管理, 文化多样性, 协作, 以学生为中心的学习, 教学法, 学生参与, 药物滥用, 教学, 与儿童一起工作, 学习理论, 儿童发展
混合 · 课程 · 1-3 个月

您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Tensorflow, Classification Algorithms, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Oracle Cloud, Large Language Modeling, AI Enablement, Artificial Intelligence, Supervised Learning, Prompt Engineering, Deep Learning, Machine Learning, Artificial Neural Networks, Unsupervised Learning, Computer Vision, Natural Language Processing, Recurrent Neural Networks (RNNs)
初级 · 课程 · 1-4 周

IBM
您将获得的技能: SQL, 数据管道, 数据库, 关系数据库, 数据导入/导出, IBM DB2, 数据架构, Data Governance, 大数据, 存储过程, 网页抓取, MySQL, Python 程序设计, 数据仓库, 数据存储, 数据库设计, PostgreSQL, 编程原则, 数据转换, 摘录
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Statistics
攻读学位
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Image Analysis, Machine Learning, Computer Vision, Model Evaluation, Supervised Learning, Algorithms, Statistical Methods, Linear Algebra, Probability
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Javascript, 生成式人工智能, UI 组件, Prompt Engineering, 机器学习, Html 和 Css, 网络开发工具, 软件工程, 响应式网页设计, 网页设计与开发, 网络开发
中级 · 指导项目 · 不超过 2 小时

Scrimba
您将获得的技能: OpenAI, Code Review, Integrated Development Environments, Tool Calling, Cloud Development, Prompt Engineering, Computer Programming Tools, AI Workflows, Development Environment, Context Management, Command-Line Interface, Generative AI, Software Technical Review, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Transfer Learning, Tensorflow, Artificial Neural Networks, Embeddings, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Natural Language Processing, Computer Vision, Forecasting, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Analytics, Model Evaluation, Predictive Modeling
中级 · 专项课程 · 1-3 个月