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: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric
中级 · 课程 · 1-4 周

Pontificia Universidad Católica de Chile
您将获得的技能: Revenue Management, Model Evaluation, Descriptive Analytics, Data Ethics, Customer Analysis, FinTech, Large Language Modeling, People Analytics, Time Series Analysis and Forecasting, Spatial Data Analysis, Database Design, Predictive Analytics, Social Determinants Of Health, Gerontology, Biostatistics, Deep Learning, Bayesian Statistics, Digital Transformation, Exploratory Data Analysis, Social Network Analysis
获得学位
学位 · 1-4 年

Coursera
您将获得的技能: Responsible AI, AI Security, Threat Modeling, MLOps (Machine Learning Operations), Security Testing, Cost Management, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Artificial Intelligence, Image Analysis, AWS SageMaker, Responsible AI, Natural Language Processing, Generative AI, Machine Learning, Prompt Engineering, Amazon Web Services, Model Deployment, OpenAI, Amazon Bedrock, Robotic Process Automation, Cloud Deployment, Customer experience improvement, ChatGPT, Data Science, Machine Learning Methods
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 无监督学习, 深度学习, 异常检测, 人工神经网络, Algorithm, 人工智能, 监督学习, 机器学习, 强化学习, 数据伦理, 降维
初级 · 课程 · 1-4 周

您将获得的技能: Report Writing, SAS (Software), Microsoft Excel, Statistical Reporting, Management Reporting, Data Presentation, HTML and CSS, Data Import/Export
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Google Analytics, Marketing Analytics, Web Analytics, Marketing Strategies, Advertising Campaigns, Customer Insights, Analytics, Target Audience, Trend Analysis, Strategic Marketing, Digital Marketing, Performance Reporting, Performance Analysis, Business Reporting
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Model Evaluation, Content Creation
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: R (Software), Data Import/Export, Package and Software Management, R Programming, Data Structures, Data-oriented programming, Statistical Programming, Data Analysis Software, Data Analysis, Data Science
初级 · 指导项目 · 不超过 2 小时
University of Michigan
您将获得的技能: Python 程序设计, Scikit-learn (机器学习库), Pandas(Python 软件包), 自然语言处理, 数据操作, 分类算法, 无监督学习, 数据预处理, 功能工程, 监督学习, 文本挖掘
中级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
中级 · 课程 · 1-3 个月