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。

Interactive Brokers
您将获得的技能: 合规培训, 环境问题, 企业可持续发展, 市场动态, 可持续商业, 投资组合管理, 金融服务, 财务分析, 应用机器学习, 可持续发展报告, 金融市场, 环境、社会和公司治理(ESG), 投资, 资本市场
初级 · 课程 · 1-3 个月

您将获得的技能: Cascading Style Sheets (CSS), Debugging, jQuery, Hypertext Markup Language (HTML), Javascript, Development Environment, UI Components, User Interface (UI), Animations
初级 · 课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Data Analysis
获得学位
学位 · 1-4 年

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, Generative AI, Large Language Modeling, Generative Adversarial Networks (GANs), ChatGPT, Generative AI Agents, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Prompt Engineering, Application Programming Interface (API), Transfer Learning, Machine Learning Algorithms, Data Preprocessing, Model Evaluation
高级设置 · 课程 · 1-3 个月

您将获得的技能: Cascading Style Sheets (CSS), Web Design and Development, Scripting, Full-Stack Web Development, Object Oriented Programming (OOP), Event-Driven Programming
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Hugging Face, LLM Application, Generative AI, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, User Interface (UI), API Design, Computer Vision
初级 · 项目 · 不超过 2 小时

Amazon Web Services
您将获得的技能: AWS Identity and Access Management (IAM), Amazon Web Services, Identity and Access Management, Web Content Accessibility Guidelines, Cloud Services, Technical Communication
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making
中级 · 课程 · 1-4 周

Deep Teaching Solutions
混合 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Customer Analysis, Campaign Management, Digital Advertising
初级 · 课程 · 1-4 周

Council on Foreign Relations
您将获得的技能: International Relations, Diplomacy, World History, Political Sciences, International Finance, Public Policies, Policy Development, Policy Analysis, Public Health, Economic Development, Governance, Social Sciences, Immigration Law, Culture, Socioeconomics, Policty Analysis, Research, and Development, Economics, Negotiation, Decision Making, Strategic Thinking
初级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时