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：免费试用您将获得的技能: Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Architecture, Requirements Analysis, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Vector Databases, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Dataflow, Data Integration, Data Management
状态：免费试用Vanderbilt University
您将获得的技能: Generative AI, AI Personalization, ChatGPT, OpenAI, Artificial Intelligence, Prompt Engineering, LLM Application, Expense Management, Productivity Software, Verification And Validation, Travel Arrangements, Test Case, Interaction Design
状态：免费试用Johns Hopkins University
您将获得的技能: 应用数学, 数据分析, R（软件）, 微积分, 制图, 数学建模, 代数, 普通数学
状态：免费试用University of Pennsylvania
您将获得的技能: Matplotlib, 计算机编程, Python 程序设计, Java, 计算机编程工具, 调试, 数据分析, 数据结构, Pandas（Python 软件包）, 面向对象编程（OOP）, Java 编程, 数据清理, 单元测试, 面向对象设计, 日蚀（软件）, 数据科学, 文件输入/输出, 应用程序开发, 数据可视化, 编程原则
状态：预览University of Minnesota
您将获得的技能: 激励技能, 创造性思维, 创新, 集思广益, 解决问题, 适应, 好奇心, 认知灵活性, 成长意识, 坚持不懈, 创造性地解决问题, 足智多谋, 创造力
状态：免费试用Coursera
您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Large Language Modeling, Strategic Decision-Making, Systems Integration, Scalability, Innovation
状态：新状态：免费试用您将获得的技能: LangChain, Prompt Engineering, LLM Application, LangGraph, OpenAI API, Generative AI Agents, Agentic systems, AI Workflows, Large Language Modeling, Hugging Face, OpenAI, ChatGPT, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Development Environment, Application Development, Program Development, Retrieval-Augmented Generation, Artificial Intelligence, Data Processing
状态：免费试用University of Michigan
您将获得的技能: 数据驱动的决策制定, 负责任的人工智能, 数据展示, 道德标准与行为, 模型评估, R 语言程序设计（中文版）, 案例研究, 公共政策, 数据分析, 政治科学, 政策分析, 机器学习, 分析, 数据伦理
状态：新状态：免费试用您将获得的技能: Incident Response, Continuous Monitoring, Cybersecurity, Cyber Security Assessment, Cyber Attacks, Event Monitoring, Data Security, Vulnerability, System Monitoring, Analysis, Network Security, Network Monitoring, Criminal Investigation and Forensics, Linux Commands, System Configuration, Bash (Scripting Language), Python Programming, Scripting, Linux, Scripting Languages
状态：新状态：免费试用Creo Incubator
您将获得的技能: Business Modeling, Ideation, Design Thinking, Entrepreneurship, Lean Methodologies, Creative Problem-Solving, Innovation, Business Planning, Business Development, Business Strategy, Open Mindset, Growth Mindedness, Product Development, Business, Value Propositions, Prototyping, Growth Strategies, Strategic Decision-Making
状态：免费试用University of Pennsylvania
您将获得的技能: 业务建模, 决策树学习, 电子表格软件, 风险分析, 概率分布, Excel 公式, 统计方法, 模拟和模拟软件, 分析, 预测分析, 工艺优化, 运筹学, 回归分析, 金融建模, 预测, 谷歌工作表, 数据分析软件, 微软Excel
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 法律写作, 商务, 劳动法, Regulation and Legal Compliance, 销售, 商业法, 合同管理, 组织结构, 注册会计师, 破产
总之，以下是 10 最受欢迎的 applied machine learning 课程
- DeepLearning.AI Data Engineering: DeepLearning.AI
- OpenAI GPTs: Creating Your Own Custom AI Assistants: Vanderbilt University
- 前微积分：关系与函数: Johns Hopkins University
- Python 和 Java 编程入门: University of Pennsylvania
- 创造性地解决问题: University of Minnesota
- GenAI and Model Selection: Coursera
- Langchain and Langgraph: Packt
- 公共部门数据分析的政治与伦理: University of Michigan
- CyberSec First Responder – Advanced (CFR-A): Analyze: CertNexus
- Entrepreneurship: Ideation and Exploring Fundamentals : Creo Incubator
