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：免费试用University of California, Irvine
您将获得的技能: 统计分析, 数据分析, 数据建模, 监督学习, 模型评估, 决策树学习, 预测分析, 描述性分析, 回归分析, 预测建模, 分类算法, 预测, 机器学习, 无监督学习, 逻辑回归
状态：预览University of Geneva
您将获得的技能: Python 程序设计, 统计方法, 机械, 概率分布, 数学建模, 物理学, 数值分析, 模拟
状态：免费试用University of Colorado Boulder
您将获得的技能: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, R Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Statistics, Applied Mathematics, Logistic Regression
状态：预览Nanjing University
您将获得的技能: Child Development, Psychology, Human Development, Social Sciences, Sociology, Human Learning, Personal Development, Self-Awareness, Cultural Diversity, Emotional Intelligence, Motivational Skills, Social Skills, Behavior Management, Stress Management
Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 机械, 工程分析, 控制系统, 工程计算, 微分方程, 应用数学, 振动, 数学建模, 机械工程
状态：新状态：免费试用您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms
状态：新您将获得的技能: OpenAI API, Web Development Tools, TypeScript, Development Environment, Full-Stack Web Development, Email Automation, Web Applications, Node.JS
状态：预览Technical University of Munich (TUM)
您将获得的技能: Amazon Bedrock, MLOps (Machine Learning Operations), Product Development, User Experience Design, Model Evaluation, Design Thinking, AI Product Strategy, User Research, Amazon Web Services, New Product Development, Generative AI, Innovation, Machine Learning, Design Research, Problem Management
状态：新状态：预览您将获得的技能: Object Oriented Programming (OOP), JSON, Python Programming, Debugging, Data Structures, Red Hat Enterprise Linux, Computer Programming, Statistical Programming, Web Development, Scripting, Scripting Languages, Development Environment, Text Mining, Software Installation
状态：新您将获得的技能: Network Security, Data Security
状态：免费试用University at Buffalo
您将获得的技能: 同行评审, 战略领导力, 撰写报告, 案例研究, 慈善事业, 组织效能, 咨询, 管理咨询, 性能分析, 组织战略, 管理, 绩效管理, 会议促进, 促进讨论, 变革管理, 绩效衡量, 管理团队, 领导与管理, 领导力培养, 组织变革
状态：新状态：免费试用Duke University
您将获得的技能: Storytelling, Trustworthiness, Personal Integrity, Compassion, Ethical Standards And Conduct, Optimism, Aesthetics, Positivity, Growth Mindedness, Resilience, Art History, Liberal Arts, Performing Arts, Teaching, Community Development, Creativity, Self-Awareness, Discussion Facilitation, Music, Leadership
总之，以下是 10 最受欢迎的 applied machine learning 课程
- 预测建模、模型拟合和回归分析: University of California, Irvine
- 自然过程的模拟和建模: University of Geneva
- Resampling, Selection and Splines: University of Colorado Boulder
- 心理学与生活: Nanjing University
- 基本振动入门: Korea Advanced Institute of Science and Technology(KAIST)
- AI & Predictive Analytics with Python: EDUCBA
- Build a DALL-E Generator with React, JS & OpenAI: Packt
- From Zero to Hero - Digital Product Development From Scratch: Technical University of Munich (TUM)
- Python Programming with Red Hat: Red Hat
- TLS & HTTPS Explained – Visualizations & Localhost Setup: Packt
