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：新状态：免费试用您将获得的技能: Predictive Modeling, Data Preprocessing, Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Game Design, Data Science, Animation and Game Design
状态：免费试用University of Colorado Boulder
您将获得的技能: 应用数学, 代数, 制图, 微积分, 衍生产品, 数学理论与分析, 数值分析, 数据科学
状态：新状态：免费试用您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
您将获得的技能: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Cloud Applications
状态：免费试用您将获得的技能: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Python Programming, Data Structures, Development Environment, Object Oriented Programming (OOP)
状态：免费试用Duke University
您将获得的技能: Python 程序设计, JSON, 数据结构, 数据采集, 数据库, 数据操作, 脚本, 超文本标记语言（HTML）, 网页抓取, MySQL, SQL, 数据导入/导出, 数据持久性, 空间分析, 数据库管理
状态：新状态：预览您将获得的技能: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Data-Driven Decision-Making, Health Information Management and Medical Records, Business Process Automation
状态：免费试用Rice University
您将获得的技能: 数据操作, Excel 公式, 微软Excel, 电子表格软件, 数据可视化软件, 散点图, 制图, 数据分析, 透视表和图表, 数据导入/导出, 柱状图
状态：新状态：预览University of Leeds
您将获得的技能: General Science and Research, Analytical Skills, Data Science, Technical Communication, Record Keeping, Critical Thinking, Analysis, Personal Development, Technical Writing
Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
状态：免费试用Johns Hopkins University
您将获得的技能: Bioinformatics, Image Analysis, Bayesian Statistics, Data Science, Applied Machine Learning, Data Structures, Machine Learning Methods, Statistical Hypothesis Testing, Statistical Methods, Computer Vision, Algorithms, Statistical Inference, Probability Distribution, Medical Imaging
状态：免费试用University of California San Diego
您将获得的技能: 机器学习, 人类学, 生命科学, 无监督学习, 数据预处理, 降维, 数据分析软件, 生物信息学, 分子生物学
总之，以下是 10 最受欢迎的 python data science 课程
- Game Development, Data Science, and Machine Learning: Packt
- 数据科学的代数和微分计算: University of Colorado Boulder
- Modern Data Analytics with Python, Excel & Generative AI: Coursera
- Analyze Box Office Data with Seaborn and Python: Coursera
- Foundations of Data Analysis with Pandas and Python: Packt
- 使用 Python 和 SQL 编写数据工程脚本: Duke University
- Beyond basics: Advanced Data Analysis with Python: Coursera
- 使用 Excel 进行数据分析概论: Rice University
- Data Science: How to Plan Projects, Research and Reflect: University of Leeds
- Master of Science in Data Analytics Engineering: Northeastern University
