应用机器学习课程
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。
热门应用机器学习课程和认证
状态：新状态：免费试用DeepLearning.AI
您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Transfer Learning, MLOps (Machine Learning Operations), Convolutional Neural Networks, Software Visualization, Model Evaluation, Computer Vision
状态：免费试用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
状态：预览University of Arizona
您将获得的技能: 化学, 物理科学, 电磁学, 科学方法, 研究, 全球定位系统, 工程学, 古代历史, 模拟, 生物学, 科学可视化, 物理学
状态：新状态：预览您将获得的技能: Agentic Workflows, Prompt Engineering, Agentic systems, AI Personalization, AI Enablement, Artificial Intelligence, Human Computer Interaction, Human Centered Design, Responsible AI, User Flows, User Experience Design, Context Management
状态：免费试用Duke University
您将获得的技能: 生成式人工智能, MLOps（机器学习 Operator）, 数据科学, 大型语言模型, 数据分析, 负责任的人工智能, LLM 申请, 数据管道, 数据湖, 拥抱的脸, 机器学习, 模型部署, 数据转换, Apache Spark, 摘录, 数据库
状态：预览Pontificia Universidad Católica de Chile
您将获得的技能: File I/O, Python Programming, Data Structures, Programming Principles, Computer Programming, Program Development, Algorithms
状态：新您将获得的技能: Educational Materials, Learning Management Systems, Instructional Design, Animation and Game Design, Interaction Design, Graphic and Visual Design, Design Elements And Principles
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
状态：预览Edureka
您将获得的技能: Data Transformation, Machine Learning Methods
状态：新状态：免费试用University of California, Davis
您将获得的技能: Self-Awareness, Personal Attributes, Personal Development, Research, Student-Centred Learning, Lifelong Learning, Goal Setting, Decision Making
Duke University
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Python Programming, Machine Learning
状态：新状态：预览Coursera
您将获得的技能: Deepseek, LangChain, Generative AI, LLM Application, Tool Calling, AI Workflows, AI Orchestration, Prompt Engineering, Automation, Data Integration, Cross Platform Development, Systems Integration
总之，以下是 10 最受欢迎的 applied machine learning 课程
- PyTorch: Advanced Architectures and Deployment: DeepLearning.AI
- Introduction to Data Science Techniques: Illinois Tech
- 天文学探索时间与空间: University of Arizona
- Agentic AI Content for Practitioners: Product: Coursera
- 连接本地 LLM 的数据库桥接器: Duke University
- Introducción a la programación en Python I: Aprendiendo a programar con Python: Pontificia Universidad Católica de Chile
- Create eLearning Courses with Articulate Storyline 360: Packt
- Probability Theory and Regression for Predictive Analytics: University of Pittsburgh
- Advanced Microsoft Power BI: Edureka
- Self-Assessment: University of California, Davis
