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：预览AI CERTs
您将获得的技能: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning
状态：免费试用DeepLearning.AI
您将获得的技能: 深度学习, 迁移学习, 卷积神经网络, 张力流, 人工神经网络, 模型评估, Keras（神经网络库）
您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
状态：新状态：免费试用您将获得的技能: Apache Mahout, NoSQL, Big Data, Databases, Real Time Data, Scalability, Distributed Computing, Data Persistence, Database Architecture and Administration, Model Evaluation, Data Integrity, Unstructured Data, Machine Learning Algorithms, Classification Algorithms
状态：新您将获得的技能: Build Tools, CI/CD, Software Development Tools, Java, Gradle, Apache Maven, MLOps (Machine Learning Operations), Package and Software Management, Dependency Analysis
状态：免费试用Duke University
您将获得的技能: 人机交互, 机器学习, 数据伦理, 用户体验设计, 个人身份信息, 负责任的人工智能, AI 产品战略, 信息隐私, 一般数据保护条例》（GDPR）, 人工智能, 人为因素, 以人为本的设计, 设计思维
状态：免费试用University of Toronto
您将获得的技能: 估算, 应用数学, 计算机视觉, 全球定位系统, 深度学习, 线性代数, 数学建模, 机器人, Machine Learning 方法, 控制系统
状态：免费试用Johns Hopkins University
您将获得的技能: Machine Learning, Applied Machine Learning, Research, Model Evaluation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Data Collection, Surveys, Human Factors, Classification Algorithms, Experimentation, Data Quality, Statistical Analysis
状态：新您将获得的技能: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, Prompt Engineering, ChatGPT, AI Enablement, AI Security, Cloud Development, AI Workflows, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Cloud Computing Architecture, Artificial Intelligence, MLOps (Machine Learning Operations), Deep Learning, Scalability, System Monitoring
Coursera
您将获得的技能: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
状态：预览Universidad Nacional Autónoma de México
您将获得的技能: Algebra, General Mathematics, Arithmetic, Applied Mathematics, Geometry
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 数据结构, Algorithm, 无监督学习, 机器学习算法, 模型评估, 应用机器学习, 数据挖掘, 数据可视化, 统计方法
总之，以下是 10 最受欢迎的 applied machine learning 课程
- AI Essentials: AI CERTs
- 使用 TensorFlow 定制模型、层和损失函数: DeepLearning.AI
- Data Visualization with Plotly Express: Coursera
- NoSQL Databases: Analyze & Implement Scalable Systems: EDUCBA
- Master Java Build Tools for ML Projects: Coursera
- 人工智能中的人为因素: Duke University
- 自动驾驶汽车的状态估计和定位: University of Toronto
- Training AI with Humans: Johns Hopkins University
- Generative AI Application Integration Patterns: Packt
- Analyze Data in Azure ML Studio: Coursera
