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: 统计, 相关性分析, 概率与统计, 商业分析, 数据分析, 抽样(统计), 微软Excel, 箱形图, 统计分析, 描述性统计, 概率分布
混合 · 课程 · 1-4 周
您将获得的技能: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation
中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Big Data, Apache Spark, Apache Hadoop, PySpark, Apache Hive, Databases, Analytics, Data Storage Technologies, Data Mining, NoSQL, Applied Machine Learning, Real Time Data, Distributed Computing, Data Processing, Query Languages, Scripting Languages
攻读学位
初级 · 课程 · 1-3 个月

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

您将获得的技能: LangChain, LLM Application, Retrieval-Augmented Generation, OpenAI API, LangGraph, AI Workflows, Large Language Modeling, AI Orchestration, Responsible AI, Generative AI, Agentic systems, Prompt Engineering, Generative AI Agents, Natural Language Processing, Cloud Development, Application Programming Interface (API), Python Programming, Application Deployment, Data Processing, Pandas (Python Package)
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 探索性数据分析, 数据伦理, 数据分析, 数据展示, 设计元素和原则, Tableau 软件, 以用户为中心的设计, 色彩理论, 数据叙事, 数据可视化软件, 数据可视化, 人为因素
初级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 统计建模, Algorithm, 网络分析, 机器学习, Machine Learning 方法, 统计方法, 机器学习算法, 概率与统计, 计算思维, 网络模型, 马尔可夫模型, 抽样(统计), 统计推理, 应用机器学习, 自然语言处理, 决策支持系统, 图论, 贝叶斯网络, 概率分布
高级设置 · 专项课程 · 3-6 个月

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

Coursera
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Anomaly Detection, Predictive Analytics
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
Coursera
您将获得的技能: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics
中级 · 课程 · 1-4 周
Google Cloud
您将获得的技能: 数据伦理, 可行性研究, 机器学习, 创新, Data Governance, 数据战略, Google 云端平台, 模型部署, 应用机器学习, 模型评估, 图像分析, 商业分析, AI 赋能, 负责任的人工智能
初级 · 课程 · 1-3 个月