Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

The State University of New York
您将获得的技能: 描述性统计, 概率与统计, 统计分析, 数据分析, 时间序列分析和预测, 相关性分析, 数学建模, 模型评估, 统计建模, 统计推理, R 语言程序设计(中文版), 预测, 软件安装, 数据可视化
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)
中级 · 专项课程 · 1-3 个月

University of California San Diego
您将获得的技能: Python 程序设计, 应用程序部署, MLOps(机器学习 Operator), 数据操作, 预测建模, 数据预处理, Django (网络框架), 模型部署, 机器学习, Flask(网络框架), 网络应用
混合 · 课程 · 1-3 个月
University of Washington
您将获得的技能: 生物学, 线性代数, 计算机科学, 概率分布, Machine Learning 方法, 网络模型, 机器学习算法, 递归神经网络 (RNN), 计算思维, 人工神经网络, 数学建模, 生理学, 神经学, 强化学习, 监督学习, Matlab
初级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Feature Engineering, Verification And Validation, Content Performance Analysis, Machine Learning, Data Ethics, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 图论, 数据分析, 模拟, 数据操作, 社交网络分析, 预测分析, 统计可视化, 网络分析, 数据可视化, 社会科学, 数据整理
初级 · 课程 · 1-3 个月

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

AI CERTs
您将获得的技能: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Responsible AI, OpenAI, LLM Application, Generative AI, LangChain, Generative AI Agents, ChatGPT, Vibe coding, Natural Language Processing, Artificial Intelligence, AI Personalization, Debugging, Ideation, Productivity, Code Review, Computer Programming Tools, Ethical Standards And Conduct
初级 · 课程 · 1-3 个月

您将获得的技能: AI Personalization, Agentic systems, Competitive Intelligence, Sales Management, Sales Strategy, Sales, AI Enablement, Customer Analysis, Customer Relationship Management, Sales Presentations, Real Time Data, Automation, Proposal Development, Case Studies
中级 · 课程 · 1-4 周

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