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: Package and Software Management, Platform As A Service (PaaS), Virtual Environment, Dependency Analysis, Python Programming, Application Deployment
中级 · 课程 · 1-4 周

您将获得的技能: Data Modeling, Power BI, Data Manipulation, Data Literacy, Database Design, Data Transformation, Data Integration, Star Schema, Data Cleansing, Relationship Building
初级 · 课程 · 1-4 周

您将获得的技能: Seaborn, Matplotlib, NumPy, Scatter Plots, Statistical Visualization, Data Visualization Software, Box Plots, Histogram, Exploratory Data Analysis, Jupyter, Heat Maps, Data Manipulation, Development Environment, Python Programming
混合 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Data Science, Python Programming, Jupyter, Matplotlib, Software Installation, Data Manipulation, Scripting, Package and Software Management, Development Environment
混合 · 课程 · 1-3 个月

您将获得的技能: Organizational Change, Change Management, Business Transformation, Organizational Development, Organizational Leadership, Business Leadership, Organizational Structure, Leadership Development, Case Studies, Industrial and Organizational Psychology, Human Relations Movement, Adaptability, Lifelong Learning, Neurology
初级 · 课程 · 1-4 周
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: Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Keras (Neural Network Library), Image Analysis, Deep Learning, Tensorflow, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming, Customer Analysis, Applied Machine Learning, Cloud Computing
初级 · 专项课程 · 1-3 个月

University of Michigan
您将获得的技能: 计算机编程, 统一模型语言, Python 程序设计, 计算机视觉, 面向对象编程(OOP), 软件设计, 应用编程接口 (API), 软件工程, 集成开发环境, Jupyter, 图像分析
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 数据可视化软件, 数据叙事, 热图, 数据展示, 散点图, 数据完整性, 统计可视化, 数据伦理, Tableau 软件, 交互式数据可视化, 探索性数据分析
混合 · 课程 · 1-4 周

您将获得的技能: Email Automation, Automation, Application Programming Interface (API), Scripting, Python Programming, Web Scraping, Data Import/Export, Data Manipulation
中级 · 课程 · 1-3 个月

Howard University
您将获得的技能: 数据操作, Git(版本控制系统), 应用数学, Python 程序设计, 数据科学, 线性代数, NumPy, 数学建模, 软件安装, Jupyter, 数据可视化
初级 · 课程 · 1-4 周

Rice University
您将获得的技能: Timelines, Ancient History, Scientific Methods, World History, Anthropology, General Science and Research, Environmental Science, Investigation, Environment, Spatial Analysis, Geographic Information Systems, Research, Geospatial Information and Technology, Research Methodologies, Data Collection, Biology
初级 · 课程 · 1-3 个月