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。
University of California, Irvine
您将获得的技能: 语言学习, 英语, 语法, 词汇
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Modeling, Engineering Analysis, Mathematical Theory & Analysis, Numerical Analysis, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
初级 · 专项课程 · 3-6 个月
Macquarie University
您将获得的技能: 数据操作, 数据叙事, Excel 公式, 微软Excel, 数据建模, 电子表格软件, 数据展示, 数据扫盲, Data Validation, 商业分析, 透视表和图表, 高级分析, 分析技能, 数据预处理, 仪表板, Data Analysis 表达式(DAX), 数据分析软件, 微软办公软件, Excel 宏, 财务预测
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Generative AI, LangChain, OpenAI API, Verification And Validation, Ideation, Data Presentation, AI Workflows, LLM Application, Productivity, OpenAI, AI Personalization, Document Management, Responsible AI, AI Enablement, Software Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Gemini, API Gateway, Cloud Applications, Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Development, Application Deployment, Prompt Engineering, CI/CD, Serverless Computing, Cloud-Native Computing, Microservices, Data Persistence, Application Development, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging
中级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Containerization, Database Architecture and Administration, MySQL, Cloud Computing Architecture, Dataflow, PostgreSQL, Identity and Access Management, Cloud Deployment, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Database Design, Database Management
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning, Natural Language Processing, Supervised Learning, Network Architecture, Data Science
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 机器学习, 自然语言处理, 研究, 研究方法, 负责任的人工智能, 应用机器学习, 社会科学, 道德标准与行为, Algorithm, 分析, 数据挖掘, 人工智能, AI 赋能, 大数据, 数据伦理
初级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, Context Management, User Interface (UI), Vector Databases, Debugging
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 机器学习, 模型评估, 云存储, 模型部署, 云 API, 计算机视觉, 应用机器学习, 图像分析, Google 云端平台
中级 · 项目 · 不超过 2 小时