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Meta
您将获得的技能: 机器学习, 信息隐私, 数据管理, Data Management, 数据安全, 数据可视化软件, 数据架构, Data Governance, 数据分析, 数据存储, 数据收集, 数据驱动的决策制定, 大数据, 数据质量
状态：预览Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Statistics, Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning
状态：免费试用Duke University
您将获得的技能: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, NoSQL, Data Visualization Software, Linear Algebra, Data Governance, Regression Analysis, Data Analysis
状态：免费试用状态：人工智能技能IBM
您将获得的技能: Python 程序设计, Apache Hadoop, 网页抓取, 数据库设计, 数据分析, 阿帕奇气流, 数据库管理员, MySQL, 数据导入/导出, Apache Spark, 数据仓库, SQL, 生成式人工智能, NoSQL, 摘录, Linux 命令, IBM Cognos 分析, 数据存储, 专业网络, 数据科学
Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
状态：免费试用University of Colorado System
您将获得的技能: 时间序列分析和预测, 数据建模, 临床数据管理, 分析技能, 健康信息学, 数据清理, 数据分析, 临床研究, 统计报告, 数据科学, 数据质量
状态：免费试用Edureka
您将获得的技能: PySpark, Data Pipelines, Dashboard, Data Processing, Data Storage Technologies, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Data Storage, Data Transformation, Machine Learning, Deep Learning, Logistic Regression
状态：免费试用University of Washington
您将获得的技能: 数据叙事, 信息隐私, 数据可视化软件, Data Governance, 云计算, 统计可视化, 道德标准与行为, 技术交流, 亚马逊网络服务, 数据伦理, 大数据
您将获得的技能: Bash (Scripting Language), Python Programming, Unix Shell, Command-Line Interface, Programming Principles, Computer Programming, Scripting, Scripting Languages, Development Environment, Data Structures
状态：预览Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Analysis, Data Capture, Information Privacy, Tidyverse (R Package), Data Quality, Informed Consent, Social Impact, Ethical Standards And Conduct, Data Validation, Algorithms, Big Data
状态：预览University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Manipulation, Data Transformation, Query Languages, Data Modeling, Database Systems, Relational Databases, Data Processing, Data Analysis
总之，以下是 10 最受欢迎的 python data science 课程
- 数据管理简介: Meta
- Data Science for Professionals: Coursera
- Data Science with R: Duke University
- Master of Data Science: University of Pittsburgh
- IBM 数据工程: IBM
- Statistics For Data Science: Coursera
- 高级临床数据科学: University of Colorado System
- PySpark for Data Science: Edureka
- 传播数据科学成果: University of Washington
- Create Your First Python Program From UST: Coursera
