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。

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Data Mapping, Root Cause Analysis, Performance Metric, Performance Analysis
初级 · 课程 · 1-4 周

Whizlabs
您将获得的技能: Model Evaluation, AWS SageMaker, Predictive Modeling, Data Modeling, Amazon Web Services, Machine Learning, Machine Learning Algorithms, Performance Tuning
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 探索性数据分析, 数据叙事, 数据管道, 数据管理, 描述性统计, 分布式计算, 统计分析, 数据湖, Data Governance, Apache Spark, SQL, 同行评审, JSON, 性能指标, 解决复杂问题, 数据可视化, 数据分析, 演讲, 数据建模, 数据质量
初级 · 专项课程 · 3-6 个月

您将获得的技能: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning
高级设置 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Precision Medicine, Sports Medicine, Athletic Training, Rehabilitation, Responsible AI, Data Ethics, Injury Prevention, Augmented and Virtual Reality (AR/VR), AI Personalization, Health Systems, Exercise Science, Health Technology, Artificial Intelligence, Emerging Technologies, Healthcare Ethics, Machine Learning, Human Machine Interfaces, Predictive Modeling, Risk Management, Real Time Data
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Data Ethics, Predictive Modeling, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Classification Algorithms, Decision Tree Learning, Data Preprocessing, Analytical Skills, Python Programming, Unsupervised Learning, Performance Metric
初级 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: Python 程序设计, 数据伦理, 网络分析, 机器学习, 健康信息学, 自然语言处理, 大数据, 数据科学, 统计建模, 生物医学技术, 数据整合, 图论, 图像分析, 生物信息学, 精准医疗
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: AI 产品战略, 生成式人工智能, 数据伦理, 负责任的人工智能, Prompt Engineering, ChatGPT, 战略领导力, AI 赋能, 商业道德, 法律风险, 原型设计, 生成模型架构, 大型语言模型, 领导与管理, 业务领导, 模型部署, IBM 云, 拥抱的脸, OpenAI, 提示模式
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Model Evaluation, Data Science, Performance Tuning
初级 · 课程 · 1-4 周

Universitat Autònoma de Barcelona
您将获得的技能: Computer Vision, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Deep Learning, Artificial Intelligence, Model Evaluation, Algorithms
混合 · 课程 · 1-3 个月

Whizlabs
您将获得的技能: Data Collection, AWS SageMaker, Feature Engineering, Data Preprocessing, Amazon Web Services, Data Migration, Data Cleansing, Jupyter, Dimensionality Reduction, Machine Learning
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 计算机视觉, 机器学习, 模型评估, 云存储, Google 云端平台, 云 API, 应用机器学习, 模型部署, 图像分析
中级 · 项目 · 不超过 2 小时