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。

Heriot-Watt University
您将获得的技能: Artificial Intelligence, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Data Structures, Natural Language Processing, Computer Programming, Algorithms, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Reinforcement Learning, Computational Thinking, Artificial Neural Networks
获得学位
学位 · 1-4 年

Microsoft
您将获得的技能: Debugging, Program Development, Software Documentation, Pseudocode, C++ (Programming Language), Computational Thinking, Maintainability, Programming Principles, Computer Programming, Integrated Development Environments, Development Environment, Algorithms, Data Validation
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 检索-增强生成, 拥抱的脸, 工作流程管理, LLM 申请, 数据湖, 大型语言模型, 多模式 Prompt, 性能分析, 亚马逊基岩, 生成模型架构, 矢量数据库, 阿帕奇气流, 模型部署, 生成式人工智能, OpenAI, ChatGPT, 摘录, Prompt Engineering, MLOps(机器学习 Operator), 数据库
初级 · 专项课程 · 3-6 个月

Universidades Anáhuac
您将获得的技能: Predictive Modeling, Model Evaluation, Data Cleansing, Time Series Analysis and Forecasting, Database Management, Artificial Neural Networks, SQL, Databases, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, Statistical Modeling, Data Modeling, Data Visualization Software, Forecasting, Pandas (Python Package), Data Science, Supervised Learning, Convolutional Neural Networks
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Infrastructure as Code (IaC), Istio, Terraform, Kubernetes, Cloud-Native Computing, Serverless Computing, Microservices, DevOps, Amazon Web Services, API Gateway, Scalability, CI/CD, Application Deployment, Cloud Deployment, Restful API, Containerization, Amazon DynamoDB, Prometheus (Software), Cloud Applications, Redis
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Python 程序设计, 数据结构, 数据操作, 文件输入/输出, 面向对象编程(OOP), 软件包和软件管理, 计算逻辑, 编程原则, 生物信息学, Jupyter
混合 · 课程 · 1-4 周

您将获得的技能: Application Security, Incident Response, Intrusion Detection and Prevention, Network Security, Cybersecurity, Cyber Security Strategy, Cyber Attacks, Data Security, Hardening, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Vulnerability Assessments, Multi-Factor Authentication, System Configuration, Scripting, Linux Commands, Bash (Scripting Language), Linux, Scripting Languages, Python Programming
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: AI Product Strategy, Artificial Intelligence, Business Strategy, Team Building, Data Ethics, Data Science, Artificial Neural Networks, Machine Learning, Deep Learning, Social Impact, Sales, Writing
初级 · 课程 · 1-4 周

Creo Incubator
您将获得的技能: Go To Market Strategy, Competitive Analysis, Growth Strategies, Product Development, Market Opportunities, User Experience, Market Analysis, Sales Strategy, Brand Strategy, Marketing Strategies, Product Marketing, Entrepreneurship, Business Strategy, Product Management, Market Research, Key Performance Indicators (KPIs)
中级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 数字信号处理, 工业工程, 数字化转型, 软件系统, 控制系统, 过程控制, 机器控制, 系统架构, 人工智能, 制造 Operator, 自动化, 可编程逻辑控制器, 制造工艺, 制造和生产
初级 · 课程 · 1-4 周

您将获得的技能: Metasploit, Exploit development, Exploitation techniques, Vulnerability, Penetration Testing, Vulnerability Assessments, Vulnerability Scanning, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, System Configuration, Data Security, Cybersecurity, Cyber Attacks, Linux, Bash (Scripting Language), Proxy Servers, Scripting, Linux Commands, Scripting Languages, Python Programming
混合 · 课程 · 1-4 周