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: Python 程序设计, 深度学习, Scikit-learn (机器学习库), 张力流, 决策树学习, 回归分析, Keras(神经网络库), 机器学习, 人工神经网络, 分类算法, 模型评估, 随机森林算法
中级 · 课程 · 1-4 周

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

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 概率与统计, 代数, 分析技能, 应用数学, 数学建模, 几何学, 制图, 高等数学, 普通数学, 算术
初级 · 专项课程 · 3-6 个月

Creo Incubator
您将获得的技能: Decision Making, Cultural Sensitivity, Rapport Building, Empathy, Adaptability, Influencing, Leadership, digital literacy, Ethical Standards And Conduct
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: 生产率, 终身学习, 个人发展, 领导力培养, 文化多样性, 时间管理, 工作场所的包容性, 沟通, 跨文化能力, 商务写作, 自我意识, 适应, 压力管理, 商业道德, 弹性, 文化敏感性, 认知灵活性, 多样性意识, 专业发展, 多样性与包容性
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
中级 · 课程 · 1-3 个月
University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning
获得学位
学位 · 1-4 年

您将获得的技能: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, Generative AI Agents, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Application Deployment
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Generative AI, Generative Model Architectures, Prompt Engineering Tools, Deep Learning, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Context Protocol, AI Security, Scalability, Software Architecture, Servers, Interoperability, System Design and Implementation, API Design, Enterprise Security, Real Time Data, Performance Tuning
高级设置 · 课程 · 1-4 周