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。

IBM
您将获得的技能: 生成式人工智能, 回归分析, 卷积神经网络, 时间序列分析和预测, 数据清理, 数据科学, 探索性数据分析, 生成对抗网络 (GAN), 强化学习, 降维, 深度学习, 递归神经网络 (RNN), Python 程序设计, 功能工程, 监督学习, 分类算法, 人工智能和机器学习(AI/ML), 自动编码器, 无监督学习, 机器学习
攻读学位
中级 · 专业证书 · 3-6 个月
SAS
您将获得的技能: Data Manipulation, SAS (Software), Data Access, Data Import/Export, Microsoft Excel, Data Analysis, Data Transformation, Requirements Analysis, Statistical Programming, Exploratory Data Analysis, Data Cleansing, Statistical Analysis, Data Processing, Data Preprocessing, Data Integration, SQL, Descriptive Statistics, Computer Programming, Data Presentation, Debugging
攻读学位
初级 · 专业证书 · 3-6 个月

Universidad Austral
您将获得的技能: Excel Macros, Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Business Analysis, Data Validation, Business Analytics, Data Import/Export, Process Optimization, Business Modeling, Data Integration
中级 · 课程 · 1-3 个月
Rice University
您将获得的技能: 回归分析, Excel 公式, 商业分析, 统计假设检验, 模型评估, 描述性统计, 制图, 数据分析, 电子表格软件, 概率分布, 统计, 样本量的确定, 统计推理, 统计方法, 透视表和图表, 微软Excel, 统计建模, 统计分析, 数据展示, 概率与统计
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
中级 · 课程 · 3-6 个月

Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
中级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Statistical Analysis, Pandas (Python Package), Analytical Skills, Descriptive Statistics, Data Manipulation, Probability, Data Collection, Data Capture, Restful API, Performance Measurement, Data Cleansing, Application Programming Interface (API)
初级 · 课程 · 1-4 周

您将获得的技能: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
中级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 数据驱动的决策制定, 模型评估, AI 工作流程, AI 产品战略, 人工智能和机器学习(AI/ML), 调试, 迁移学习, 深度学习, 机器学习, 应用机器学习, 性能调整
初级 · 课程 · 1-4 周

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

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Integration, Analysis, Case Studies, Business Analytics, Analytical Skills, Forecasting, Databases, Applied Machine Learning, Relational Databases, Innovation
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 回归分析, 模型评估, 预测建模, Scikit-learn (机器学习库), 人工神经网络, Python 程序设计, 机器学习, 功能工程, 应用机器学习, 分类算法, 随机森林算法, 监督学习, 决策树学习, 无监督学习
中级 · 课程 · 1-4 周