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。

Fractal Analytics
您将获得的技能: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, Generative Model Architectures, AI Security, AI Enablement, Business Leadership, Strategic Leadership, AI Product Strategy, Generative Adversarial Networks (GANs), Business Strategy, Ethical Standards And Conduct, Strategic Thinking, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Matplotlib, Data Visualization, Seaborn, Logistic Regression, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Machine Learning Algorithms, Python Programming, Supervised Learning, Classification Algorithms, Algorithms
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: AI Orchestration, AI Workflows, OpenAI API, ChatGPT, Secure Coding, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Regulatory Compliance, Due Diligence, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Policy Analysis, Policy Development, Algorithms
中级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: TCP/IP, Network Protocols, Network Infrastructure, Network Security, OSI Models, Network Architecture, Routing Protocols, Wireless Networks, Computer Networking, Network Routing, Network Performance Management, Application Security, Network Model, Software-Defined Networking, Computer Security Awareness Training
中级 · 课程 · 1-3 个月

University of Virginia
您将获得的技能: 业务建模, 利益相关者的参与, 创新, 产品路线图, 网络分析, 客户洞察, 数据驱动的决策制定, 新产品开发, 客户参与, Agile 方法论, 产品改进, 设计思维, 设计与产品, 产品管理
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

University of Alberta
您将获得的技能: 机器学习, 概率分布, 机器学习算法, 线性代数, 深度学习, 强化学习, 伪代码, 人工神经网络, 功能工程, 监督学习
中级 · 课程 · 1-3 个月
Arizona State University
您将获得的技能: 批判性思维, 口语理解, 语言学习, 口头表达, 英语, 设计策略, 数字教学法, 设计元素和原则, 词汇
初级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 自我激励, 乐观主义, 规划, 自觉性, 弹性, 设定目标, 坚持不懈, 行动导向, 个人发展, 建立关系, 成长意识, 自我意识
初级 · 课程 · 1-3 个月

您将获得的技能: React.js, Bootstrap (Front-End Framework), UI Components, HTML and CSS, Cascading Style Sheets (CSS), Application Programming Interface (API), User Interface (UI), Javascript, Web Development Tools, Network Routing, Event-Driven Programming, Data Validation, Debugging
中级 · 课程 · 1-3 个月