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。

Duke University
您将获得的技能: Python 程序设计, 机器学习, 集装箱化, 探索性数据分析, 微软 Azure, 数据操作, 云计算, 数据分析, GitHub, MLOps(机器学习 Operator), 拥抱的脸, Pandas(Python 软件包), 大数据, 云部署, 数据管理, Data Management, NumPy, AWS SageMaker, 负责任的人工智能, 模型部署, Devops
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Dashboard, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Key Performance Indicators (KPIs), Business Intelligence, Data Ethics, Collaboration, Data Governance, Data Sharing, Performance Reporting, Data-Driven Decision-Making, Statistical Reporting, Business Analytics, Data Management, Data Security, Performance Management, Continuous Deployment, Cloud-Based Integration
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Business Modeling, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Data Ethics, Scenario Testing, Forecasting, Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Scikit Learn (Machine Learning Library), Python Programming, Regression Testing
中级 · 课程 · 1-4 周

Pontificia Universidad Católica del Perú
您将获得的技能: Data Preprocessing, Business Analytics, Dimensionality Reduction, Analytics, Data Cleansing, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), Feature Engineering, R Programming, Data Analysis, Data Quality, Data Science, Big Data, Exploratory Data Analysis, Statistical Programming, Supervised Learning
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Exploratory Data Analysis, Prompt Patterns, LangChain, Large Language Modeling, Retrieval-Augmented Generation, Model Evaluation, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Data Transformation, Supervised Learning, Responsible AI, Vector Databases, Data Import/Export
初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: Python 程序设计, Prompt Engineering, 机器学习, 视觉转换器(ViT), 大型语言模型, 生成式人工智能, 计算机视觉, 模型评估, 数据科学, PySpark, 迁移学习, 生成模型架构, LLM 申请, PyTorch(机器学习库), Apache Spark, 检索-增强生成, 无监督学习, 监督学习, 矢量数据库, Keras(神经网络库)
攻读学位
中级 · 专业证书 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, 数据分析, 创造力, 数据展示, 生产率, 生成式人工智能, 验证和确认, 大型语言模型, 人工智能, 构思, AI 赋能, 文件管理, ChatGPT, 解决问题, LLM 申请, 风险管理框架, OpenAI, 提示模式, 负责任的人工智能, 信息管理
初级 · 专项课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Analytics, Business Analytics, Trend Analysis, Data-Driven Decision-Making, Advanced Analytics, Data Analysis, Analysis, Predictive Analytics, Case Studies, Spatial Analysis, Mathematical Modeling, Data Collection, Performance Reporting, Data Presentation, Predictive Modeling, Innovation, Learning Styles, Leadership, Computer Vision, Communication
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 数据清理, 调试, JSON, 预测, 数据分析, 解决复杂问题, 数据质量, 预测分析, Query 语言, 业务报告, 数据可视化, 数据展示, 业务指标, SQL
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Advanced Analytics, Business Intelligence, Business Analytics, Data Cleansing, Business Reporting, Global Marketing, LLM Application, AI Enablement, User Feedback, Data Preprocessing, Predictive Analytics, Data Architecture
初级 · 专项课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 文本挖掘, 非结构化数据, 大数据, 自然语言处理, 信息架构, 模型评估, 网页抓取, 概率与统计, 数据挖掘, 网络分析和 SEO
混合 · 课程 · 1-3 个月