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。

Unilever
您将获得的技能: 库存管理系统, 实时数据, 数据驱动的决策制定, 数据分析, 商业技术, 预测, 数据湖, 供应链规划, AI 赋能, 面试技巧, 解决问题, 供应链系统, 供应链管理, 数据管理, Data Management, 数据分析软件
初级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft Office, Data Entry, Microsoft 365
中级 · 指导项目 · 不超过 2 小时
DeepLearning.AI
您将获得的技能: 卷积神经网络, 信息隐私, 探索性数据分析, 计算机视觉, 数据分析, 自然语言处理, 文本挖掘, 模型评估, 非结构化数据, 数据伦理, 缓解, 机器学习, 人工智能, 灾难恢复, 图像分析, 应用机器学习, Jupyter, 环境监测, 应急响应, 监督学习
初级 · 专项课程 · 1-3 个月

Universidad de los Andes
您将获得的技能: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Data Quality, Data Science, Jupyter, Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation
初级 · 专项课程 · 1-3 个月

University of California San Diego
您将获得的技能: Data Modeling, Data Infrastructure, Real Time Data, Data Management, Database Systems, Data Architecture, Big Data, Data Processing, Database Management Systems, Unstructured Data, Scalability
混合 · 课程 · 1-3 个月

您将获得的技能: LangChain, LLM Application, Retrieval-Augmented Generation, OpenAI API, LangGraph, AI Workflows, Large Language Modeling, AI Orchestration, Responsible AI, Generative AI, Agentic systems, Prompt Engineering, Generative AI Agents, Natural Language Processing, Cloud Development, Application Programming Interface (API), Python Programming, Application Deployment, Data Processing, Pandas (Python Package)
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Architecture, Big Data, Analytical Skills, Business Analysis, Business Analytics, Cloud Computing Architecture, Cloud Engineering
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Deepseek, LangChain, Generative AI, LLM Application, Tool Calling, AI Workflows, AI Orchestration, Prompt Engineering, Automation, Data Integration, Cross Platform Development, Systems Integration
中级 · 课程 · 1-4 周

您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月

Duke University
您将获得的技能: 回归分析, 贝叶斯统计, 数据分析, R 语言程序设计(中文版), 概率分布, 统计方法, 统计推理, 概率, 统计建模, 统计分析
中级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: Responsible AI, A/B Testing, Design Thinking, Ideation, Generative AI, UI/UX Research, Data Ethics, Experience Design, Innovation, User Research, Data Storytelling, Dashboard, User Feedback, Data Analysis, AI Enablement, Artificial Intelligence, Prompt Engineering, Critical Thinking, Business Consulting, Problem Solving
初级 · 专项课程 · 1-3 个月