Python 数据科学课程可以帮助您学习数据操作、统计分析、机器学习和数据 Visualization。您可以培养使用 Python 编程、使用 Pandas 和 NumPy 等库以及应用算法解决实际问题的技能。许多课程都会介绍一些工具,如用于交互式编码的 Jupyter Notebook、用于创建可视化的 Matplotlib 和用于实现机器学习模型的 Scikit-learn 等,所有这些工具都能提高您分析和解释复杂数据集的能力。

Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, Data Presentation, ChatGPT, Prompt Patterns, Data Synthesis, Microsoft Excel, LLM Application, Productivity, Infographics, OpenAI, Document Management, AI Enablement, Data Analysis, SQL, Generative AI, Artificial Intelligence, Data Visualization, Data Cleansing, Databases
初级 · 专项课程 · 3-6 个月

Ball State University
您将获得的技能: Data Visualization, Rmarkdown, Exploratory Data Analysis, Data Visualization Software, Ggplot2, Interactive Data Visualization, Plot (Graphics), Statistical Visualization, R (Software), R Programming, Data Storytelling, Histogram, Scatter Plots, Data Analysis, Tidyverse (R Package), Data Manipulation
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Full-Stack Web Development, UI Components, User Interface (UI), MySQL, User Interface (UI) Design, Object Oriented Programming (OOP), Event-Driven Programming, Database Design, Application Deployment, Application Design, Python Programming, Application Development, Database Management, Graphical Tools, Database Application, Databases, Software Design, Computer Graphics, Development Environment, SQL
中级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据可视化软件, 软件包和软件管理, Plotly, 数据展示, 闪亮(R 套件), 软件文档, R 语言程序设计(中文版), Rmarkdown, 网络应用, 数据映射, 交互式数据可视化, 统计报告
混合 · 课程 · 1-3 个月

您将获得的技能: Presentations, Microsoft PowerPoint, Data Visualization, Data Storytelling, Video Editing
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 迁移学习, 数据管理, Data Management, 数据导入/导出, 模型评估, 数据预处理, 数据共享, 张力流, 性能调整, 数据管道, 摘录, 数据处理, MLOps(机器学习 Operator), 数据转换
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, AI Personalization, Network Model, Network Architecture, Linear Algebra
中级 · 专项课程 · 3-6 个月

The University of Edinburgh
您将获得的技能: 促进讨论, 人类学, 科学方法, 心理学, 社会学, 社会科学, 文化多样性, 研究
初级 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Theoretical Computer Science, Applied Mathematics, Algorithms, Cryptography, Relational Databases, Data Management
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Python 程序设计, 计算机编程, 计算机视觉, 软件设计, 集成开发环境, Jupyter, 软件工程, 应用编程接口 (API), 图像分析, 面向对象编程(OOP), 统一模型语言
中级 · 课程 · 1-4 周
Erasmus University Rotterdam
您将获得的技能: Data Sharing, Educational Materials, Education and Training, General Science and Research, Science and Research, Scientific Methods, Research, Research Design, Research Methodologies, Experimentation, Peer Review, Data Access, Ethical Standards And Conduct, Data Store, Interoperability, Metadata Management
混合 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Kinesiology, Human Musculoskeletal System, Scientific Methods, Exercise Science, Anthropology, Biology, Anatomy, 3D Assets, Research, Mechanics, Physiology, Laboratory Research, Human Development, Child Development, Visualization (Computer Graphics), Life Sciences, Spatial Data Analysis, Orthopedics, Scientific Visualization, Timelines
初级 · 专项课程 · 1-3 个月