数据科学统计学课程可以帮助您学习数据 Visualization、假设检验、Regression Analysis 和概率论。您可以掌握解释数据趋势、进行预测和 A/B Testing 的技能。许多课程会介绍 R、Python 和 SQL 等工具,这些工具支持分析数据集和实施统计模型。通过使用这些工具,您可以有效地将统计方法应用到现实世界的数据挑战中,从而提高您得出有意义见解的能力。

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
攻读学位
初级 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: 环境问题, 压力管理, 应用行为分析, 科学方法, 安全保障, 移情与情商, 医疗保健伦理, 一般科学与研究, 行为管理, 营养与饮食, 道德标准与行为
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Applied Machine Learning, Machine Learning Methods, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Embeddings
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, AI Enablement, Strategic Thinking, Generative AI, Analysis
初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 语法, 英语, 写作, 词汇, 语言学习
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 数据操作, Pandas(Python 软件包), 开发环境, 版本控制, Git(版本控制系统), 软件开发工具, Python 程序设计, 数据结构, 虚拟环境, NumPy, 数据分析软件
初级 · 课程 · 1-4 周

您将获得的技能: Multi-Cloud, Enterprise Architecture, Cloud Computing Architecture, Capacity Management, Cloud Platforms, Data-Driven Decision-Making, Solution Architecture, Systems Architecture, Cloud Infrastructure, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Scalability, CI/CD, IT Security Architecture, Infrastructure As A Service (IaaS), Capacity Planning, Systems Analysis, Security Controls, Cost Containment, Blueprinting
中级 · 课程 · 1-4 周
您将获得的技能: AI Security, Application Security, Secure Coding, DevSecOps, Threat Modeling, Vulnerability Scanning, Vulnerability Assessments, AI Personalization, Continuous Integration, Open Source Technology, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Dependency Analysis, Analysis, Program Implementation, Supply Chain
中级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Email Marketing, AI Personalization, Marketing Automation, Marketing Analytics, Search Engine Optimization, Marketing Strategies, Social Media Marketing, Blogs, Content Creation, Web Analytics and SEO, Customer experience improvement, Web Content, Social Media, Customer Engagement, Generative AI, Automation
混合 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

California Institute of the Arts
您将获得的技能: 创造力, 平面设计, 艺术史, 设计元素和原则, 平面和视觉设计, 同行评审, 设计师, 排版, Adobe Illustrator, Adobe InDesign
初级 · 课程 · 1-4 周

Nanjing University
您将获得的技能: Data Analysis, Statistical Analysis, Financial Data, Data Presentation, Data Processing, User Interface (UI), Object Oriented Programming (OOP), Data Capture, Pandas (Python Package), NumPy, Python Programming, Graphical Tools, Data Manipulation, Matplotlib, Data Preprocessing
混合 · 课程 · 1-3 个月