应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Edureka
您将获得的技能: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, AI Workflows, AI Orchestration, OpenAI, LLM Application, Generative AI Agents, Embeddings, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Tool Calling, ChatGPT, Artificial Intelligence, Vector Databases, Agentic systems, Prompt Engineering, Application Programming Interface (API), Responsible AI
中级 · 专项课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Embeddings, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Machine Learning
中级 · 专项课程 · 1-4 周

MathWorks
您将获得的技能: Data Science, Data Processing, Applied Machine Learning, Machine Learning, Geographic Information Systems, Big Data, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Data Cleansing, Regression Analysis, Classification Algorithms
初级 · 课程 · 1-4 周

The University of Hong Kong
您将获得的技能: 教学法, 备课, 学生参与, 高等教育, 学习理论, 教学, 教学策略, 课程开发, 教学设计
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 应用编程接口 (API), 脚本, 机器学习, 测试案例, 生成式人工智能, 应用程序开发, OpenAI 应用程序接口, 软件工程, Python 程序设计, Prompt Engineering
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 网络安全, 图论, Encryption, Algorithm, 理论计算机科学, 公钥加密标准(PKCS), 组合学, 计算逻辑, 概率分布, 计算思维, 可视化(计算机制图), 概率, 演绎推理, 网络分析, 数据结构, 密码学, 贝叶斯统计, 逻辑推理, Python 程序设计, 算术
初级 · 专项课程 · 3-6 个月

University of North Texas
您将获得的技能: 制图, 代数, 测量系统, 几何学, 应用数学, 概率与统计, 算术, 统计
初级 · 课程 · 1-4 周

您将获得的技能: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric
中级 · 课程 · 1-4 周

University of California, Santa Cruz
您将获得的技能: 实验, 语言学习, 扫盲, 人类学习, 教育软件和技术, 学习理论, 人口统计, 儿童教育与发展, 儿童发展, 社会学
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Network Analysis, Machine Learning, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Algorithm, 计算机科学, 概率, 密码学, 算术, 应用数学
初级 · 课程 · 1-4 周