Big Data Analytics 课程可以帮助您学习数据挖掘、统计分析、数据可视化和预测建模。您可以掌握解释复杂数据集、做出数据驱动决策和有效沟通见解的技能。许多课程都会介绍 Apache Hadoop、Spark 和 Tableau 等工具,这些工具支持处理大型数据集和可视化趋势,让您能够在各种业务环境中应用自己的解析技能。

您将获得的技能: Agentic systems, Responsible AI, Compliance Management, Governance, Regulatory Compliance, Artificial Intelligence, Risk Analysis, Case Studies, Business Ethics, Ethical Standards And Conduct, Risk Management, Accountability, Regulatory Requirements
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, MLOps (Machine Learning Operations), Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 机器学习, MLOps(机器学习 Operator), 数据预处理, 云部署, 张力流, 模型评估, Keras(神经网络库), Google 云端平台, 数据转换, 深度学习, 数据管道, 模型部署, 功能工程, Python 程序设计, 人工神经网络
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 文本挖掘, 模型评估, 统计分析, 临床试验, 数据分析, 医学术语, 深度学习, 自然语言处理, 应用机器学习, 健康信息学, 治疗计划, AI 个性化服务, 病人治疗
中级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 机器学习, 数据预处理, Algorithm, 模型评估, 预测建模, 统计建模, 监督学习, Python 程序设计, 回归分析, 功能工程
混合 · 课程 · 1-3 个月

University of California, Santa Cruz
您将获得的技能: 模型评估, R 语言程序设计(中文版), 统计方法, 概率分布, 数据分析, 回归分析, 统计分析, 统计建模, 马尔可夫模型, 贝叶斯统计
中级 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Workforce Planning, Professional Development, LinkedIn, Artificial Intelligence, Machine Learning, Talent Sourcing, Compensation and Benefits, Data Science, Data Analysis, Recruitment, Data Architecture, Presentations, Technical Consulting, Big Data, Job Analysis
初级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: 数据清理, 技术解决方案, 数据收集, 机器学习, 项目管理, MLOps(机器学习 Operator), 数据预处理, 数据质量, 市场机遇, 技术管理, 数据管理, Data Management, 模型评估, 系统设计, 数据管道, 模型部署, 软件开发方法, 人工智能和机器学习(AI/ML), 应用机器学习, 数据科学, 项目管理生命周期
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

您将获得的技能: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI Enablement, AI Personalization, LLM Application, Ideation, Solution Design
初级 · 课程 · 1-4 周