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。
University of Michigan
您将获得的技能: Python 程序设计, 应用编程接口 (API), 数据处理, 网页抓取, 面向对象编程(OOP), 数据可视化软件, 地理信息系统, SQL, 数据库设计, 数据库, 数据建模, 关系数据库
初级 · 课程 · 1-3 个月

University of North Texas
您将获得的技能: 制图, 统计, 代数, 几何学, 测量系统, 应用数学, 算术, 概率与统计
初级 · 课程 · 1-4 周

您将获得的技能: Hugging Face, Large Language Modeling, Transfer Learning, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Applied Machine Learning, Unsupervised Learning
中级 · 课程 · 1-4 周

您将获得的技能: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control
初级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Learning Strategies, Learning Theory, Human Learning, Quick Learning, Self-Motivation, Lifelong Learning, Literacy, Mental Concentration, Willingness To Learn, Cognitive flexibility, Critical Thinking, Productivity, Personal Development, Self-Awareness, Growth Mindedness, Goal Setting
混合 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Mathematics Education, Arithmetic, Applied Mathematics, Geometry, Systems Of Measurement, Graphing
初级 · 课程 · 1-3 个月

您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
中级 · 课程 · 3-6 个月

Google Cloud
您将获得的技能: Google Gemini, Retrieval-Augmented Generation, Generative AI, AI Enablement, Enterprise Security, Agentic systems, Tool Calling, Artificial Intelligence, Customer experience improvement, LLM Application, Strategic Planning, Decision Making, Organizational Strategy, Cloud Infrastructure, Cloud Computing, Cloud Platforms, Innovation, MLOps (Machine Learning Operations), Collaboration
初级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Data Storytelling, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Data Governance, Unsupervised Learning, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Loans, Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics
获得学位
学位 · 1-4 年

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, MLOps (Machine Learning Operations), Tensorflow, Dataflow, Data Transformation, Applied Machine Learning, Data Modeling, Keras (Neural Network Library), Machine Learning, Deep Learning
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Calculus, Numerical Analysis, Applied Mathematics, Engineering Calculations, Integral Calculus, Engineering Analysis, Differential Equations, Mathematical Theory & Analysis, Advanced Mathematics, Estimation, Derivatives
混合 · 课程 · 1-3 个月