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。

LearnQuest
您将获得的技能: 机器学习, 应用编程接口 (API), 计算机视觉, 数据科学, 机器学习算法, 微软 Azure, Python 程序设计, 模型部署, 自然语言处理, 人工智能和机器学习(AI/ML), 图像分析
高级设置 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Model Evaluation, Data Analysis, Applied Machine Learning, Environmental Regulations, Environment and Resource Management, Geospatial Information and Technology, Computer Vision, Environment Health And Safety, Environment, Operations, Operations Management, Workforce Development
中级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
中级 · 课程 · 1-4 周
University of Washington
您将获得的技能: 生理学, 机器学习算法, 线性代数, 监督学习, 人工神经网络, 网络模型, 生物学, 数学建模, Matlab, 递归神经网络 (RNN), 强化学习, 计算思维, 计算机科学, Machine Learning 方法, 神经学, 概率分布
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Generative AI, Artificial Intelligence, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Applied Machine Learning, Algorithms
中级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, AI Product Strategy, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks
中级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 计算机视觉, 张力流, iOS 开发, 嵌入式系统, 安卓开发, 模型部署, 应用机器学习, Swift 编程, 移动开发
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Google Gemini, Project Management, LLM Application, AI Enablement, Project Management Life Cycle, Case Studies, Team Oriented, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Project Documentation, AI Workflows, Deep Learning, Risk Management, Machine Learning
中级 · 专项课程 · 1-3 个月

University of Minnesota
您将获得的技能: 机器学习, 电子表格软件, 探索性数据分析, 预测建模, A/B 测试, 决策支持系统, 机器学习算法, AI 个性化服务, 分析, 降维, 业务指标, 绩效衡量, 分类学, 数据收集, 预测分析, Data Validation, 模型评估, 应用机器学习, 性能指标, 制定基准
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
混合 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Multimodal Prompts, Prompt Engineering, Data Presentation, Prompt Patterns, AI Enablement, AI Personalization, Generative AI, Email Automation, LLM Application, Data Analysis, Artificial Intelligence, Complex Problem Solving, Ideation, Business Correspondence, Report Writing, Solution Design, Critical Thinking, Document Management, Machine Learning
初级 · 专项课程 · 1-4 周