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。

您将获得的技能: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, OpenAI, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Data Visualization Software, Data Visualization, Interactive Data Visualization, Visualization (Computer Graphics), JSON, Data Mapping, Javascript
中级 · 指导项目 · 不超过 2 小时

New York University
您将获得的技能: 风险管理, 投资组合管理, 衍生产品, Machine Learning 方法, 强化学习, 证券交易, 马尔可夫模型, 金融市场, 金融建模, 金融交易, 市场动态
高级设置 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Model Context Protocol, AI Security, Threat Modeling, AI Workflows, Secure Coding, LLM Application, Enterprise Architecture, Generative AI Agents, Security Controls, Interoperability, Agentic systems, Generative AI
中级 · 课程 · 1-4 周

您将获得的技能: Data Integrity, Data Integration, Power BI, Data Maintenance, Database Management, Microsoft SQL Servers, Relational Databases, Databases, Application Programming Interface (API), Dashboard, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Security, Systems Integration, Role-Based Access Control (RBAC), Auditing, Real Time Data, Data Encryption Standard
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Business Analytics, Data Strategy, Analytics, Organizational Effectiveness, Data-Driven Decision-Making, Data Governance, Data Analysis, Process Improvement, Organizational Strategy, Business Process Improvement, Competitive Analysis, Organizational Structure
初级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Interactive Data Visualization, Data Visualization, Data Visualization Software, Tableau Software, Dashboard, Data Storytelling, Tree Maps, Data Presentation, Data Literacy, Software Installation
初级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Predictive Analytics, Advanced Analytics, Business Analytics, Data Mining, Forecasting, Data-Driven Decision-Making, Customer Analysis, Data Preprocessing, Regression Analysis, Data Analysis, Data Cleansing, Statistical Analysis, Dimensionality Reduction, Business Communication, Unsupervised Learning, Market Analysis, Decision Tree Learning, Logistic Regression, Classification Algorithms, Artificial Neural Networks
攻读学位
混合 · 课程 · 3-6 个月

University of California San Diego
您将获得的技能: Machine Learning 方法, Python 程序设计, 预测建模, 模型评估, 统计方法, Data Validation, 回归分析, 功能工程, 分类算法, 自然语言处理, 数据预处理, 监督学习
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Data Quality, Applied Machine Learning, Google Cloud Platform, Keras (Neural Network Library), Machine Learning, Data Preprocessing, Model Deployment, Data Cleansing, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, MLOps (Machine Learning Operations), Artificial Neural Networks, Model Evaluation, Logistic Regression, Performance Tuning, Data Pipelines
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Feature Engineering, Property and Real Estate, Predictive Modeling, Data Cleansing, Data Manipulation, Machine Learning, Real Estate, Regression Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: MySQL Workbench, Database Design, Database Development, Database Systems, Relational Databases, Database Management, SQL, Data Manipulation, Data Analysis, Data Science
初级 · 指导项目 · 不超过 2 小时