应用统计学课程可以帮助您学习数据分析、假设检验、回归技术和实验设计。您可以掌握解释 Data Set、进行预测和有效交流统计结果的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计分析和数据可视化。

University of Pennsylvania
您将获得的技能: 自动编码器, 生成式人工智能, 模型优化, 生成式对抗网络(GANs), 算法, 机器学习方法, 生成模型架构, 人工智能产品战略, 数据分析, 人工智能扫盲, 机器学习, Model Evaluation, 大数据, Algorithm, 深度学习, 应用机器学习, 数据管理, Data Management, 大型语言建模, 机器学习算法, 统计机器学习, 模型评估, 客户数据管理
混合 · 课程 · 1-3 个月

John Wiley & Sons
您将获得的技能: AI Personalization, AI Enablement, Fraud detection, AI Product Strategy, Artificial Intelligence, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Process Automation, Social Media, Health Technology, Deep Learning, AI literacy, Automation, Machine Learning, Applied Machine Learning, Data-Driven Decision-Making, Computer Vision, Natural Language Processing, Predictive Analytics
初级 · 课程 · 3-6 个月

Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Machine Learning Methods, Data Preprocessing, Data Ethics, Model Evaluation, Model Training, Business Reporting, Responsible AI, Data Cleansing
中级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Data Strategy, Analytics, Data-Driven Decision-Making, Business Analytics, Scalability, Organizational Strategy, Data Infrastructure, Risk Management, Digital Transformation, Data Management, Large Language Modeling, Business Risk Management, Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Competitive Analysis, Case Studies, AI Integrations
初级 · 课程 · 1-4 周

您将获得的技能: Data Validation, Data Quality, Data Governance, Data Integrity, Data Pipelines, Verification And Validation, Test Automation, SQL, Failure Analysis, Scalability, Root Cause Analysis, Metadata Management, Analytical Skills, Statistical Analysis
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Visualization, Exploratory Data Analysis, Data Visualization Software, Data Presentation, Data Ethics, Tableau Software, Data Analysis, Data Cleansing, Data Manipulation, Data Transformation, Data Analysis Software, Data Preprocessing, Data Wrangling, Technical Communication, Data Science, Data Quality, Analysis, Data Validation, Python Programming
高级设置 · 课程 · 1-3 个月

您将获得的技能: Technical Analysis, Financial Trading, Regression Analysis, Business Process Automation, Trend Analysis, Market Data, Predictive Modeling, Market Trend, Advanced Analytics, Securities Trading, Computational Logic, Automation, Data-Driven Decision-Making, Market Dynamics, Decision Intelligence, Financial Market, Workflow Management, Back-End Web Development, Data Visualization, Algorithms
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Tableau Software, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Storytelling, Data Analysis, Revenue Forecasting, Data Visualization Software, Trend Analysis, Spatial Data Analysis, Data Cleansing, Data Preprocessing, R (Software), Data Wrangling, R Programming, Time Series Analysis and Forecasting, Spatial Analysis, Forecasting, Data Mapping
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: Agile 方法论, Agile 软件开发, 微服务, 持续集成, 组织发展, CI/CD, 行为驱动开发, DevOps, Scrum(软件开发), 测试驱动开发(TDD), 问责制, 敏捷软件开发, 团队绩效管理, 持续部署, 云原生计算, 文化转型, 敏捷方法, 软件开发方法, Devops 工具, 持续交付, 性能指标, 云计算架构
初级 · 课程 · 1-3 个月

您将获得的技能: Image Quality, Analysis, Model Optimization, Performance Analysis, Performance Metric, Quality Assessment, Data Pipelines, AI Workflows
中级 · 课程 · 1-4 周
DeepLearning.AI
您将获得的技能: 自动编码器, 生成式人工智能, 模型培训, 生成式对抗网络(GANs), 模型优化, 计算机视觉, 生成模型架构, Keras(神经网络库), 张力流, 微调, 卷积神经网络, Model Evaluation, Transfer Learning, 应用机器学习, 人工神经网络, 图像分析, 深度学习, 模型评估, 迁移学习, 分布式计算, 可视化(计算机制图), 分类算法
中级 · 专项课程 · 3-6 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Multimodal Prompts, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, Risking, AI Orchestration, Fine-tuning, Python Programming, Vector Databases, Machine Learning, Agentic systems, Data Science
初级 · 课程 · 3-6 个月