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。

您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
初级 · 专项课程 · 3-6 个月

University of California, Santa Cruz
您将获得的技能: 人工智能, 道德标准与行为, 负责任的人工智能, 强化学习, 监督学习, 移情与情商, 网络模型, 机器学习, 人工神经网络, 数据伦理, 政策制定
初级 · 课程 · 1-4 周

University of London
您将获得的技能: 教育软件和技术, 学习管理系统, 图形工具, 促进讨论, 数字教学法, 协作, 内容管理, 测试工具
初级 · 课程 · 1-4 周

您将获得的技能: Empowerment, Coaching, Personal Development, Optimism, Accountability, Journals, Positivity, Mentorship, Lifelong Learning, Self-Awareness, Empathy, Resilience, Goal Setting, Relationship Building, Creativity
初级 · 课程 · 1-3 个月

您将获得的技能: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns
中级 · 课程 · 1-4 周

Tableau Learning Partner
您将获得的技能: 交互式数据可视化, 仪表板, 数据分析, 数据可视化软件, 数据预处理, 数据管理, Data Management, 空间数据分析, Tableau 软件, 数据叙事, 需求征询, Data Governance, 探索性数据分析, 业务指标, 数据伦理, 数据仓库, 数据扫盲, 数据展示, 数据可视化, 摘录, 商业分析
初级 · 专业证书 · 3-6 个月

Microsoft
您将获得的技能: Data Pipelines, Databases, Extract, Transform, Load, Data Lakes, NoSQL, SQL Server Integration Services (SSIS), Data Processing, Data Architecture, Azure Synapse Analytics, Data Warehousing, Data Management, Microsoft Azure, Data Transformation, Database Management Systems, Data Infrastructure, Data Integration, Data Governance, Data Storage Technologies, Data Storage, Real Time Data
中级 · 课程 · 1-3 个月

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

Google Cloud
您将获得的技能: Data Infrastructure, Model Deployment, Data Processing, Data Pipelines, Distributed Computing
中级 · 课程 · 1-3 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

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Generative AI, AWS SageMaker, AI Enablement, Multimodal Prompts, LLM Application, Large Language Modeling, Application Development, Image Analysis, Real Time Data, Regression Analysis, Debugging
初级 · 课程 · 1-3 个月

您将获得的技能: Cloud Security, DevSecOps, Security Controls, Security Information and Event Management (SIEM), AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Cyber Security Assessment, Identity and Access Management, Cyber Security Policies, Cloud Computing, Vulnerability Management, Continuous Monitoring, Network Security, NIST 800-53, Authorization (Computing), Threat Detection, Auditing, Encryption
中级 · 课程 · 1-4 周