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。

您将获得的技能: Web Scraping, Data Visualization, Data Preprocessing, Data Cleansing, Exploratory Data Analysis, Scripting, Data Analysis, Data Manipulation, Data Import/Export, Extensible Markup Language (XML), Python Programming, Jupyter, GitHub
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: File I/O, Test Case, Data Validation, Verification And Validation, Scripting, Data Cleansing, Python Programming
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI, Sustainable Design
获得学位
学位 · 1-4 年

您将获得的技能: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Cloud Development, Application Performance Management, Google App Engine
中级 · 课程 · 1-3 个月

您将获得的技能: JSON, Application Programming Interface (API), Application Development, Data Access, Restful API, Python Programming, User Interface (UI)
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 统计建模, 概率与统计, 线性代数, 概率分布, 回归分析, 统计推理, 统计分析, 应用数学, 数据科学, R 语言程序设计(中文版), 数学建模
高级设置 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Geospatial Information and Technology, Trend Analysis, Complex Problem Solving
初级 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 概率与统计, 文化多样性, 沟通, 描述性统计, 研究设计, 研究, 同行评审, 科学方法, 统计分析, 相关性分析, 研究方法, 演绎推理, 媒体与传播
初级 · 课程 · 1-3 个月

您将获得的技能: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Institutional Review Board (IRB), Clinical Trials, Health Policy, Health Disparities, Clinical Research, Clinical Research Ethics, Health Equity, Healthcare Ethics, Public Health, Epidemiology, Good Clinical Practices (GCP), Pre-Clinical Development, Policty Analysis, Research, and Development, Health Care, Medical Science and Research, Policy Development, Community Health, Policy Analysis, Drug Development, Research
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Mathematical Modeling, Advanced Mathematics, IBM Cloud, Python Programming
攻读学位
高级设置 · 专项课程 · 3-6 个月