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。

您将获得的技能: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Transformation, Data Manipulation, Data Processing, Big Data, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Integration, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Data Preprocessing, AI Personalization, Deep Learning, Model Evaluation, Transfer Learning, Model Deployment, Open Source Technology, Data Processing, Machine Learning, Data Cleansing, Data Visualization, Database Systems
初级 · 课程 · 1-3 个月

Rice University
您将获得的技能: 物理科学, 物理学, 微积分, 机械, 数学建模, 应用数学, 代数, 解决问题, 三角法, 机械工程
中级 · 课程 · 1-4 周
University of London
您将获得的技能: 代数, 测量系统, 计算思维, 应用数学, 数学理论与分析, 密码学, 计算机科学, 算术, 普通数学
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Generative AI, LLM Application, Prompt Engineering, Training Programs, Large Language Modeling, Applied Machine Learning, Open Source Technology, Benchmarking, Artificial Neural Networks
高级设置 · 课程 · 1-3 个月

您将获得的技能: 管理团队, 创新, 人工智能, 数据分析, 数据管理, 战略决策, 信息架构, 数据整合, 数据架构, Data Management, 商业技术, 业务流程自动化, 数据收集, 企业战略, AI 产品战略, 企业架构, 机器学习, 分析, AI 赋能
初级 · 课程 · 1-4 周

您将获得的技能: Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Applied Machine Learning, Predictive Modeling, Model Evaluation
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Lakes, Data Warehousing, Data Architecture, Data Management, Metadata Management, Data Integration, Advanced Analytics, Data Security, Google Cloud Platform, Big Data, Analytics, Cloud Storage, Applied Machine Learning, Open Source Technology
中级 · 课程 · 1-3 个月

您将获得的技能: Browser Compatibility, Test Automation, No-Code Development, Usability Testing, User Acceptance Testing (UAT), Regression Testing, Software Testing, Quality Assurance
初级 · 课程 · 1-4 周

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
提供的学分
研究生证书 · 6-12 个月

Coursera
您将获得的技能: Data Science, Web Applications, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Scientific Visualization, Game Design
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Agentic systems, Systems Architecture, API Design, Maintainability, Systems Design, Solution Architecture
中级 · 课程 · 1-4 周