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。

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Retrieval-Augmented Generation, Generative AI, LangChain, AI Workflows, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Transfer Learning, LLM Application, Embeddings, Amazon Web Services, Context Management, Model Deployment, Amazon S3, Model Evaluation
中级 · 专业证书 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 星形模式, 数据访问, 数据转换, 数据预处理, 实时数据, 数据管道, Apache Spark, Apache Hadoop, 数据建模, 功能工程, 数据仓库
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 数据清理, 分类算法, 机器学习算法, 数据操作, 逻辑回归, 数据预处理, 回归分析, 统计方法, 张力流, 预测建模, 应用机器学习, 设计思维, 功能工程, 预测分析, 监督学习, Scikit-learn (机器学习库)
中级 · 课程 · 1-3 个月

Edureka
您将获得的技能: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Big Data, Python Programming, Data Manipulation, Pandas (Python Package), NumPy
中级 · 课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Large Language Modeling, ChatGPT, OpenAI API, Open Source Technology, Responsible AI, Embeddings, Artificial Intelligence, Data Ethics, Natural Language Processing, Information Privacy
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 微积分, 数学建模, Algorithm, 统计方法, 数值分析, Matlab, 模型评估, 电力系统, 脚本, 实验室测试, 电子元件, 模拟和模拟软件, 电力, 应用数学, 估算, 研究, Machine Learning 方法
中级 · 课程 · 1-3 个月

Cisco Learning and Certifications
您将获得的技能: Telecommunications, User Provisioning, Collaborative Software, Cloud Solutions, Virtual Teams, Enterprise Application Management, Cloud Management, Registration, Inbound Calls, Network Troubleshooting, Azure Active Directory, Systems Integration, Outbound Calls, AI Enablement
初级 · 课程 · 1-3 个月

28DIGITAL
您将获得的技能: Cybersecurity, Network Security, Information Systems Security, Cyber Threat Intelligence, Deep Learning, Applied Machine Learning, Responsible AI, Intrusion Detection and Prevention, Fraud detection, Malware Protection, Natural Language Processing, Artificial Intelligence, Anomaly Detection, Machine Learning, Classification Algorithms, Data Preprocessing
中级 · 课程 · 1-4 周

您将获得的技能: AI Enablement, Business Process Automation, Digital Transformation, Employee Engagement, Recruitment
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: 事件驱动编程, AWS 身份和访问管理 (IAM), 云计算, 云计算架构, 亚马逊云观察, 云基础设施, 云安全, 亚马逊弹性计算云 Computing, 无服务器计算, 亚马逊 S3, 解决方案架构, 云存储, 数据架构, 亚马逊 DynamoDB, 数据湖, 可扩展性, 数据可视化, 软件架构, 应用程序接口网关, 亚马逊网络服务
攻读学位
中级 · 专业证书 · 3-6 个月