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。

Johns Hopkins University
您将获得的技能: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Algebra, Mathematical Modeling
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation
攻读学位
初级 · 专项课程 · 3-6 个月

Packt
您将获得的技能: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Data Wrangling, Fraud detection, Data Transformation, Predictive Modeling, Machine Learning, Data Pipelines, Data Preprocessing, Feature Engineering, Sampling (Statistics), Data Integration, Model Evaluation, Workflow Management, Complex Problem Solving
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Image Analysis, Machine Learning, Computer Vision, Model Evaluation, Supervised Learning, Algorithms, Statistical Methods, Linear Algebra, Probability
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Growth Mindedness, Organizational Development, AI Enablement, Lifelong Learning, Personal Development, Leadership Development, Mindfulness
中级 · 课程 · 1-3 个月

Columbia University
您将获得的技能: 机器学习, 统计方法, 数据收集, 逻辑回归, 计划评估, 回归分析, 抽样(统计), 统计推理, 概率与统计, 研究设计, 实验, 统计建模, 计量经济学
高级设置 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: AI Product Strategy, Business Strategy, Artificial Intelligence, Data Ethics, Responsible AI, Data Science, Machine Learning, Artificial Neural Networks, Deep Learning
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 道德标准与行为, 终身学习, 正念, 设定目标, 同情心, 心理健康, 压力管理, 自我意识, 个人发展
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 人力资源管理与规划, 补偿分析, 招聘策略, 性能审查, 人才招聘, 人员管理, 全周期招聘, 招聘, 人力资源战略, 建设性反馈, 员工队伍规划, 绩效管理, 薪酬管理, 人力资本, 薪酬战略, 绩效考核, 薪酬与福利, 员工绩效管理, 人力资源, 员工入职
初级 · 专项课程 · 3-6 个月

Edureka
您将获得的技能: AI Security, Responsible AI, Incident Response, Data Ethics, Generative AI, LLM Application, Application Security, Large Language Modeling, Security Engineering, Threat Modeling, Cybersecurity, IT Security Architecture, Information Systems Security, Security Strategy, Artificial Intelligence, Machine Learning, Security Management, MLOps (Machine Learning Operations), Agentic systems, Ethical Standards And Conduct
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 统计假设检验, 贝叶斯统计, 概率分布, 数学建模, 数据科学, 数据分析, 抽样(统计), 统计, 统计方法, 线性代数, 回归分析, 统计建模, 统计推理, 统计分析, 概率与统计, 应用数学, R 语言程序设计(中文版), 生物统计学, 概率, 数据建模
高级设置 · 专项课程 · 3-6 个月