自动化学徒课程
自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。
自动学徒课程和通用证书
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Generative AI, Performance Tuning, Data Migration, LangChain, LLM Application, Metadata Management, Document Management, Data Infrastructure, Large Language Modeling, Prompt Patterns, Embeddings, Data Modeling, Agentic systems, Data Integrity, Scalability, Docker (Software), Semantic Web, Query Languages
Board Infinity
您将获得的技能: AI Personalization, Cross-Channel Marketing, Brand Marketing, Marketing Strategies, Advertising Campaigns, Marketing Automation, Campaign Management, Performance marketing, AI Enablement, Persona Development, Performance Analysis, Target Audience, Generative AI, Marketing Analytics, Online Advertising, A/B Testing, Real Time Data, Paid media, Key Performance Indicators (KPIs), Predictive Analytics
您将获得的技能: 模型评估, 机器学习, R 程序设计, 数据预处理, 随机森林算法, 预测建模, 预测分析, 应用机器学习, 性能调整, 数据可视化, Tidyverse（R 软件包）, 功能工程, 逻辑回归, 数据操作, 临床数据管理, 数据管道
Coursera
您将获得的技能: Retrieval-Augmented Generation, Generative AI, LangChain, LLM Application, Large Language Modeling, Embeddings, Vector Databases, AI Orchestration, Model Evaluation
您将获得的技能: Risk Modeling, Risk Analysis, Lending and Underwriting, Risk Management Framework, Financial Analysis, Financial Market, Portfolio Risk, Risk Management, Bank Regulations, Financial Systems, Operational Risk, Analysis, Commercial Lending, Responsible AI, Business Risk Management, Safety Culture, Financial Regulation, Business Continuity, Governance, Capital Budgeting
您将获得的技能: Computer Vision, Image Analysis, Real Time Data, Python Programming, Development Environment, NumPy, Debugging, Software Installation
您将获得的技能: Spatial Data Analysis, Geographic Information Systems, GIS Software, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Data Validation, Metadata Management, Geostatistics, Technical Documentation, Query Languages, SQL, Data Import/Export, Global Positioning Systems, Graphic and Visual Design, Data Quality, PostgreSQL, Data Wrangling, Data Mapping, Python Programming
University of Pittsburgh
您将获得的技能: Cloud Computing, Cloud Services, Cloud Computing Architecture, Cloud Infrastructure, Virtualization, Cloud Platforms, Virtual Machines, Data Infrastructure, Scalability, NoSQL, Cloud Storage, Database Design, Database Management, Data Warehousing, MongoDB, MySQL, SQL, Application Programming Interface (API), Python Programming, Git (Version Control System)
Google Cloud
您将获得的技能: Cloud Infrastructure, Google Cloud Platform, AI Enablement, Infrastructure Architecture, Business Workflow Analysis, AI Workflows, Performance Tuning, Interoperability, Operational Efficiency, Performance Improvement, Systems Architecture, Product Demonstration
您将获得的技能: AI Security, Threat Modeling, Security Engineering, Security Testing, Hardening, Security Controls, Security Strategy, Penetration Testing, Data Validation, Model Evaluation, Information Privacy, Generative Adversarial Networks (GANs), Analysis, Design
您将获得的技能: Object Oriented Programming (OOP), Python Programming, Data Structures, Scripting, Web Development, Full-Stack Web Development, Automation, Programming Principles, Business Process Automation, Data Manipulation, File Management, Back-End Web Development, Application Deployment, Debugging, Development Environment
您将获得的技能: Systems Administration, Virtual Machines, Scalability
总之，以下是 10 最受欢迎的 machine learning 课程
- Chroma, Weaviate & Production RAG Deployment: Coursera
- AI-Driven Brand Campaign Strategy and Optimization: Board Infinity
- R 中的 Tidymodels：构建整洁的 Machine Learning 模型: Coursera
- Boost RAG with Chroma: Coursera
- Apply Financial Risk, Capital & Governance Analytics: EDUCBA
- Master OpenCV Fundamentals for Real-Time Computer Vision: EDUCBA
- Geospatial Foundations & Python Tooling: Coursera
- Cloud Computing Fundamentals: University of Pittsburgh
- Infrastruktur AI: TPU Cloud: Google Cloud
- Secure AI Interpret and Protect Models: Coursera
