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。

DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Python Programming, Regression Analysis, Forecasting
初级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 散点图, 微软Excel, Tableau 软件, 数据架构, 分析, 数据展示, 数据扫盲, 数据驱动的决策制定, 分析技能, Excel 公式, 数据收集, 数据可视化软件, Excel 宏, 透视表和图表, 商业分析, 预测分析, 会计系统, 数据可视化, 会计和财务软件, 数据分析
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, PySpark, Generative AI, Feature Engineering, Deep Learning, Large Language Modeling, Text Mining, Natural Language Processing, Transfer Learning, Unstructured Data, Big Data, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Machine Learning, Distributed Computing, Scalability, Model Evaluation, Unsupervised Learning, Supervised Learning
混合 · 课程 · 1-3 个月

Campus BBVA
您将获得的技能: Data Storytelling, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Business Intelligence, Probability & Statistics, Statistical Inference, Statistics, Big Data, Statistical Analysis, Key Performance Indicators (KPIs)
初级 · 课程 · 1-3 个月

Yonsei University
您将获得的技能: 实时数据, 统计分析, 分布式计算, 分析, Apache Hadoop, 数据处理, Apache Spark, 可扩展性, 商业分析, 市场份额, 大数据, 数据分析软件, SPSS, 企业战略
初级 · 课程 · 1-3 个月

您将获得的技能: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Apache, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, IntelliJ IDEA, Application Deployment, Enterprise Application Management
中级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: Algorithm, 机器学习, 研究方法, 人工智能, AI 赋能, 分析, 数据伦理, 自然语言处理, 社会科学, 应用机器学习, 数据挖掘, 大数据, 研究, 道德标准与行为, 负责任的人工智能
初级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Digital Transformation, Business Ethics, Customer experience improvement, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Business Modeling, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies
中级 · 专项课程 · 3-6 个月
LearnQuest
您将获得的技能: 云计算, 数据架构, 云基础设施, 软件即服务, 统计分析, 云服务, 数据战略, 分析, 云部署, 数据仓库, 数据整合, 数据处理, 数据分析, 摘录, 数据库架构与管理, 公共云, 大数据, 可扩展性, 数据存储
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
中级 · 专项课程 · 1-3 个月

Illinois Tech
您将获得的技能: NoSQL, Big Data, Apache Hadoop, Apache Spark, Data Infrastructure, Real Time Data, Apache Kafka, Data Management, Apache Cassandra, Apache Hive, Data Lakes, MongoDB, Databases, Data Ethics, Distributed Computing, Data Processing, Informatics, Cloud Computing, Software Design Patterns, Data Storage
攻读学位
中级 · 课程 · 1-3 个月