Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。
Rice University
您将获得的技能: 描述性统计, 统计, 相关性分析, 概率与统计, 抽样(统计), 统计分析, 概率分布, 微软Excel, 数据分析, 商业分析, 箱形图
混合 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, Model Evaluation, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Data Preprocessing, Linear Algebra, Applied Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 财务分析, 统计分析, 业务建模, 风险分析, 运输业务, 线性代数, 资源分配, 微软Excel, 运筹学, 风险模型, 业务流程建模, 分析, 数学建模, 商业分析, 回归分析
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, Model Evaluation, Content Creation
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Retrieval-Augmented Generation, Embeddings, Vector Databases, Amazon Web Services, Agentic systems, Performance Tuning, Transfer Learning, Data Preprocessing
初级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 个月

Imperial College London
您将获得的技能: Python 程序设计, 统计, 功能工程, 无监督学习, Jupyter, 线性代数, NumPy, 高等数学, 数据预处理, 降维, 微积分
中级 · 课程 · 1-4 周

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 响应式网页设计, Html 和 Css, 网页设计, Javascript, 层叠样式表(CSS), AJAX, 网页内容无障碍指南, 网络应用, 前端网络开发, 网络开发工具, 开发环境
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing
混合 · 课程 · 1-4 周