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。

Packt
您将获得的技能: Alteryx, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Preprocessing, Data Integration, Data Transformation, Data Analysis, Microsoft Excel, Text Mining, Data Visualization Software, Excel Formulas
初级 · 课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Machine Learning Algorithms, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Semantic Web, JSON, Statistical Methods, Data Manipulation, Data Structures
攻读学位
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 模型评估, 无监督学习, 计算机视觉, 生成对抗网络 (GAN), 人工智能和机器学习(AI/ML), Keras(神经网络库), 递归神经网络 (RNN), 卷积神经网络, Machine Learning 方法, 强化学习, 降维, 生成式人工智能, 深度学习, 自动编码器, 人工神经网络, 迁移学习, 机器学习
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: 创造力, 风险管理框架, 构思, 负责任的人工智能, ChatGPT, 生成式人工智能, 解决问题, 人工智能, 验证和确认, Prompt Engineering
初级 · 课程 · 1-4 周

CertNexus
您将获得的技能: 问责制, 新兴技术, 学习策略, 管理, 组织领导力, 业务领导, 战略思维, 负责任的人工智能, 沟通, 商业道德, 风险管理, 测试计划, 管理团队, 媒体关系, 危机管理, 战略传播, 数据伦理, 沟通策略, 道德标准与行为, 公共关系
初级 · 专业证书 · 3-6 个月

Vanderbilt University
您将获得的技能: Generative AI Agents, AI Workflows, AI Orchestration, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Software Documentation, File Management
初级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Data Visualization, Descriptive Statistics, Plot (Graphics), Data Literacy, Graphing, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Scatter Plots, Correlation Analysis, Psychology, Research Design, Scientific Methods
初级 · 课程 · 1-3 个月

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

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

Fundação Instituto de Administração
您将获得的技能: Big Data, Data Mining, Data-Driven Decision-Making, Marketing Automation, Marketing Strategies, Customer experience strategy (CX), Digital Transformation, Marketing Analytics, Ggplot2, Marketing, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Analytics, Data Science, Data Analysis, Innovation, Business Analytics, Data Manipulation
初级 · 专项课程 · 1-3 个月

King Abdullah University of Science and Technology
您将获得的技能: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Pandas (Python Package), Python Programming, NumPy, Data Manipulation
初级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 概率与统计, 统计建模, 概率分布, 贝叶斯网络, 决策支持系统, 自然语言处理, 马尔可夫模型, 图论, 网络分析, 网络模型
高级设置 · 课程 · 1-3 个月