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。

Universitat Politècnica de València
您将获得的技能: R Programming, Ggplot2, Statistical Analysis, R (Software), Predictive Modeling, Data Manipulation, Data Preprocessing, Statistical Programming, Data Visualization Software, Data Science, Data Import/Export, Machine Learning, Model Evaluation, Exploratory Data Analysis, Data Structures
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Program Management, Generative AI Agents, Data Ethics, Risk Management, Stakeholder Engagement, AI Enablement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Strategic Decision-Making, Business Risk Management, Stakeholder Management, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deep Learning
中级 · 专项课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: AI Personalization, Medical Equipment and Technology, AI Enablement, Risk Modeling, Health Systems, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Accident Prevention, Predictive Modeling, Healthcare Ethics, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Biomedical Engineering, Data Modeling, Child Development
初级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: Algorithm, 数据伦理, 负责任的人工智能, 机器学习, 研究, 大数据, AI 赋能, 应用机器学习, 社会科学, 道德标准与行为, 自然语言处理, 数据挖掘, 研究方法, 人工智能, 分析
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
初级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 数据管理, 统计, 探索性数据分析, 数据操作, 逻辑回归, 数据叙事, 描述性统计, 数据展示, 相关性分析, 机器学习, 统计分析, 统计假设检验, 决策树学习, 数据可视化, 数据分析, 数据扫盲, 回归分析, 统计软件, 模型评估, 分类与回归树 (CART)
初级 · 专项课程 · 3-6 个月

您将获得的技能: AWS SageMaker, AWS Identity and Access Management (IAM), Amazon Web Services, Model Deployment, Image Analysis, Amazon Elastic Compute Cloud, Amazon S3, Machine Learning Algorithms, Data Preprocessing, Convolutional Neural Networks, Computer Vision, Deep Learning, Machine Learning
高级设置 · 指导项目 · 不超过 2 小时

IBM
您将获得的技能: Apache Hadoop, 生成式人工智能, 统计可视化, 业务转型, 云安全, 负责任的人工智能, 云计算架构, 云基础设施, 统计分析, 产品生命周期管理, 大数据, 云平台, 云计算, 企业战略, 数据科学, 数字化转型, 数据分析, 竞争分析, 云部署, 云服务
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Transfer Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming
中级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: Reinforcement Learning, Responsible AI, Agentic systems, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations, Transfer Learning
初级 · 课程 · 1-4 周