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: AWS SageMaker, Responsible AI, Artificial Intelligence, Machine Learning, Prompt Engineering, Amazon Web Services, Model Deployment, Supervised Learning, Computer Vision, Image Analysis, Model Evaluation, Unsupervised Learning, Data Preprocessing, Natural Language Processing, Deep Learning, Reinforcement Learning
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 概率与统计, 深度学习, 张力流, 数据预处理, 自然语言处理, 医学科学与研究, 医学影像, 卷积神经网络, 统计机器学习, 模型评估, 预测建模, 放射诊断学, 应用机器学习, Machine Learning 方法, 磁共振成像, 人工智能, 机器学习, 风险模型, 图像分析
中级 · 课程 · 1-4 周

您将获得的技能: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability
初级 · 课程 · 1-4 周
DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), 迁移学习, 计算机视觉, 张力流, 深度学习, 分布式计算, 分类算法, 生成式人工智能, 人工神经网络, Keras(神经网络库), 模型评估, 自动编码器, 性能调整, 网络架构, 卷积神经网络, 图像分析, 可视化(计算机制图), 生成模型架构
中级 · 专项课程 · 3-6 个月
您将获得的技能: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 深度学习, 张力流, 数据预处理, 递归神经网络 (RNN), 时间序列分析和预测, 卷积神经网络, 人工神经网络, 预测建模, 应用机器学习, 机器学习, 预测
中级 · 课程 · 1-4 周

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

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: LangGraph, AI Orchestration, LangChain, LLM Application, Agentic Workflows, Generative AI Agents, MLOps (Machine Learning Operations), Context Management, Distributed Computing, Software Design Patterns
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: AI 工作流程, MLOps(机器学习 Operator), 自然语言处理, 微软 Azure, 计算机视觉, 回归分析, 分类算法, 负责任的人工智能, AI 赋能, 应用机器学习, 无监督学习, 异常检测, 模型部署, 无代码开发, 预测建模, 人工智能和机器学习(AI/ML), 人工智能, 机器学习, 数据伦理, 图像分析
初级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, Microsoft Copilot, ChatGPT, Ideation, Verification And Validation, Succession Planning, Microsoft 365, Target Audience, Business Writing, Responsible AI, Generative AI, Microsoft Teams, Leadership, Meeting Facilitation, Organizational Leadership, Productivity Software, Creativity, AI Enablement, Complex Problem Solving, Strategic Communication
初级 · 专项课程 · 1-3 个月

您将获得的技能: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design
中级 · 课程 · 1-4 周