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。

Birla Institute of Technology & Science, Pilani
您将获得的技能: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Mining, Applied Machine Learning, Unsupervised Learning, Scientific Visualization, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms
初级 · 课程 · 1-3 个月

CertNexus
您将获得的技能: Data Science, Data Strategy, Internet Of Things, AI Product Strategy, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping
混合 · 课程 · 1-3 个月

您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: AI Security, Penetration Testing, Network Security, Exploitation techniques, Open Web Application Security Project (OWASP), Cyber Security Assessment, Unix, Computer Security, Network Monitoring, Application Security, Cybersecurity, Artificial Intelligence and Machine Learning (AI/ML), Cryptographic Protocols, Network Protocols, Cryptography, Security Awareness, Generative AI Agents, Server Side, Web Applications, Machine Learning Algorithms
中级 · 专项课程 · 3-6 个月

Icahn School of Medicine at Mount Sinai
您将获得的技能: Linux 命令, 机器学习算法, Unix 命令, 数据处理, 生物信息学, 生物统计学, 生物学, 统计方法, 无监督学习, 系统工程
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, ChatGPT, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Artificial Intelligence, Context Management, Model Evaluation, Data Analysis, Verification And Validation
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: 集装箱化, 云计算, 云安全, 云计算架构, 亚马逊弹性计算云 Computing, 云基础设施, 云存储, 无服务器计算, 亚马逊 DynamoDB, 通用网络, AWS 身份和访问管理 (IAM), 亚马逊云观察, 亚马逊 S3, 可扩展性, 亚马逊网络服务, 虚拟网络化, 数据库
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 集装箱化, AWS SageMaker, 命令行界面, Algorithm, CI/CD, 数据管道, 软件包和软件管理, Python 程序设计, 测试自动化, 云工程, 应用机器学习, Jupyter, 微服务
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Cloud Computing, Information Technology, Cybersecurity, Machine Learning Algorithms, Critical Thinking, Simulations
初级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Network Security, Role-Based Access Control (RBAC), Cybersecurity, Firewall, Network Monitoring, Authentications, Virtual Private Networks (VPN), Computer Networking, Authorization (Computing), Intrusion Detection and Prevention, Identity and Access Management, Security Controls, General Networking, Encryption
初级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Responsible AI, No-Code Development, LLM Application, AI Enablement, ChatGPT, Business Metrics, Data Ethics, AI Personalization, Return On Investment, Artificial Intelligence, AI Product Strategy, Customer experience improvement, Language Interpretation, Translation, and Studies, Performance Measurement, Large Language Modeling, Product Improvement, Cross Platform Development, Continuous Improvement Process, Natural Language Processing
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: MLOps(机器学习 Operator), 数据预处理, AI 工作流程, Google 云端平台, 模型部署, 应用机器学习, Jupyter
初级 · 课程 · 1-4 周