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Howard University
您将获得的技能: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis, Model Evaluation
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率与统计, 统计, 定量研究, 抽样（统计）, 统计推理, 样本量的确定, 统计假设检验, 统计方法, 数据伦理, 统计分析
状态：免费试用Johns Hopkins University
您将获得的技能: 统计建模, 统计, 线性代数, 回归分析, 应用数学, 数据建模, 衍生产品, 统计分析, 数据科学, R 语言程序设计（中文版）, 普通数学, 数学建模
状态：预览University of Toronto
您将获得的技能: 沟通, 文化多样性, 需求评估, 自我意识, 人际沟通, 社交技能, 情绪商数, 建立关系, 心理学, 同理心, 积极倾听, 自信
状态：免费试用您将获得的技能: SQL, Database Design, Database Management, Data Analysis, Database Architecture and Administration, Data Cleansing, Data Transformation, Data Manipulation, Query Languages, Analytics, GitHub, Data Integration, AI Enablement, Git (Version Control System), Performance Tuning
状态：免费试用University of Colorado Boulder
您将获得的技能: 线性代数, 微积分, 数值分析, 积分微积分, 应用数学, 数据科学, 衍生产品, 数学理论与分析
状态：免费试用Corporate Finance Institute
您将获得的技能: SQL, Databases, Data Manipulation, Data Analysis, Data Cleansing, Relational Databases, Data Access, Data Synthesis, Query Languages, Data Warehousing, Data Transformation
状态：免费试用University of Pennsylvania
您将获得的技能: 人工智能, 自动编码器, 模型评估, 生成对抗网络 (GAN), 生成式人工智能, Algorithm, 客户数据管理, 深度学习, 数据分析, 大数据, 机器学习, 工艺优化, 机器学习算法, 人工神经网络
您将获得的技能: File I/O, Test Case, Data Validation, Verification And Validation, Scripting, Data Cleansing, Python Programming
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
BITS Pilani
您将获得的技能: Relational Databases, User Research, Probability & Statistics, Data Storytelling, Bash (Scripting Language), Graph Theory, Theoretical Computer Science, Object Oriented Design, Android Development, Database Design, Encryption, Bioinformatics, Feature Engineering, Algorithms, TCP/IP, Operating Systems, Version Control, Java Programming, Data Structures, Model View Controller
状态：免费您将获得的技能: 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
与 python data science 相关的搜索
总之，以下是 10 最受欢迎的 python data science 课程
- Capstone: Data Science Problem in Linear Algebra Framework: Howard University
- 数据科学应用中的统计推断和假设检验: University of Colorado Boulder
- 数据科学高级线性模型 1：最小二乘法: Johns Hopkins University
- 人际关系的艺术与科学了解人类需求: University of Toronto
- SQL for Data Science (and Version Control with GitHub): Coursera
- 数据科学的积分微积分和数值分析: University of Colorado Boulder
- SQL Fundamentals for Data Analysts: Corporate Finance Institute
- 面向非数据科学家的人工智能基础知识: University of Pennsylvania
- Use Python Regular Expressions to Process File Data: Coursera
- Master of Science in Computer Science: University of Colorado Boulder
