Python 数据科学课程
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。
热门 Python 数据科学课程和认证
状态：免费试用Universidad Austral
您将获得的技能: Software Documentation, Object Oriented Design, Unified Modeling Language, Software Design, Test Driven Development (TDD), Unit Testing, Object Oriented Programming (OOP), Development Testing, Programming Principles, Software Quality (SQA/SQC), Software Development, Computer Programming, Python Programming
状态：免费试用Howard University
您将获得的技能: Python 程序设计, Git（版本控制系统）, 数据操作, 软件安装, NumPy, 应用数学, 数据科学, 线性代数, Jupyter, 数学建模, 数据可视化
您将获得的技能: Email Automation, Automation, Application Programming Interface (API), Scripting, Python Programming, Web Scraping, Data Import/Export, Data Manipulation
状态：新状态：免费试用您将获得的技能: Dashboard, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Process Mapping, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming
状态：预览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
状态：免费试用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
状态：新状态：免费试用您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, Model Evaluation, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Data Preprocessing, Linear Algebra, Applied Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML)
状态：免费试用Wesleyan University
您将获得的技能: 描述性统计, Python 程序设计, 数据操作, 数据管理, Data Management, 制图, 数据展示, 同行评审, 统计, SAS（软件）, 研究报告, 数据分析, 数据扫盲, 探索性数据分析
状态：免费Princeton University
您将获得的技能: 计算机编程, Java 编程, 理论计算机科学, Algorithm, 数据结构, Java, 性能测试, 面向对象编程（OOP）
状态：新状态：免费试用Google
您将获得的技能: Correlation Analysis, Solution Design
您将获得的技能: Data Preprocessing, Deep Learning, Artificial Neural Networks, Logistic Regression, Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Evaluation, Network Architecture, Machine Learning Algorithms, NumPy, Pandas (Python Package), Performance Tuning
状态：免费试用Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
总之，以下是 10 最受欢迎的 python data science 课程
- Programación Orientada a Objetos con Python: Universidad Austral
- 线性代数和 Python 简介: Howard University
- Social Media Automation using Python: Packt
- Data Pipeline Engineering & Analytics: Coursera
- A starter’s guide to Open Science: Erasmus University Rotterdam
- Bipedalism: The Science of Upright Walking: Dartmouth College
- AI Machine Learning with R & Python Projects: EDUCBA
- 数据管理和可视化: Wesleyan University
- 算法，第一部分: Princeton University
- Visualize Data: Google
