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: MLOps (Machine Learning Operations), Model Evaluation, Version Control, Large Language Modeling, Software Versioning, Git (Version Control System), Data Integrity, Data Management, Performance Testing, Dashboard, Machine Learning, Performance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Organizational Strategy, AI Enablement, Artificial Intelligence, Strategic Leadership, Cross-Functional Collaboration, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Ethics, Technology Roadmaps, Data Governance, Enterprise Architecture, Organizational Structure, Strategic Prioritization, Scalability, Risk Analysis, Business Risk Management
中级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation
中级 · 课程 · 1-4 周

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

Pontificia Universidad Católica de Chile
您将获得的技能: Data Visualization, Descriptive Analytics, Data-Driven Decision-Making, Data Analysis, Data Visualization Software, Predictive Analytics, Business Analytics, Database Management, Data Science, Relational Databases, Forecasting, Python Programming
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, PyTorch (Machine Learning Library), Vector Databases, LLM Application, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Hugging Face, Transfer Learning, Data Pipelines, Recurrent Neural Networks (RNNs), Data Ethics, Data Preprocessing, Artificial Intelligence, Text Mining, Performance Tuning
中级 · 专项课程 · 3-6 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

University of Washington
您将获得的技能: Python 程序设计, 深度学习, 数据预处理, 无监督学习, 计算机视觉, 回归分析, 应用程序开发, 自然语言处理, 分类算法, 模型评估, 功能工程, 预测建模, 人工智能, 应用机器学习, 机器学习, 图像分析, 监督学习, 文本挖掘
混合 · 课程 · 1-3 个月

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

您将获得的技能: Model Deployment, Benchmarking, Process Optimization, Cloud Deployment, Model Evaluation, Network Performance Management, Convolutional Neural Networks, Keras (Neural Network Library), Network Model, Project Performance
中级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计分析, 概率与统计, 数据分析, 概率分布, 统计方法, 样本量的确定, 概率, 统计假设检验, 统计建模, 统计推理, 抽样(统计), 贝叶斯统计, 统计
混合 · 课程 · 1-4 周