Data Science 课程
Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库，用于实践项目。
Data Science 热门课程和证书
状态：免费Coursera
您将获得的技能: Applied Machine Learning, Jupyter, Machine Learning Algorithms, Model Evaluation, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics, Data Analysis, Technical Communication
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Probability Distribution, Statistical Analysis, NumPy, Matplotlib, Probability & Statistics, Regression Analysis, Data Science, Pandas (Python Package), Probability, Statistical Modeling, Predictive Modeling, Linear Algebra, Data Analysis, Statistical Methods, Predictive Analytics, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
状态：免费试用Imperial College London
您将获得的技能: 回归分析, 机器学习算法, 微积分, 线性代数, 降维, 机器学习, 应用数学, Python 程序设计, NumPy, 无监督学习, 概率与统计, Algorithm, 人工神经网络, 高等数学, Jupyter, 数据预处理, 衍生产品, 统计分析, 统计
状态：免费试用DeepLearning.AI
您将获得的技能: 应用数学, 线性代数, 降维, Python 程序设计, 机器学习, 代数, 调试, 数据操作, NumPy, 数据转换, 高等数学, Jupyter
状态：新状态：免费试用您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
状态：免费试用Google
您将获得的技能: Object Oriented Programming (OOP), Data Structures, Scripting, Python Programming, Automation, Computational Thinking, Programming Principles, Computer Programming, Pseudocode, Debugging
状态：免费试用Google
您将获得的技能: Sampling (Statistics), Statistical Hypothesis Testing, Descriptive Statistics, Advanced Analytics, Data Analysis, Probability Distribution, Statistics, Probability, A/B Testing, Statistical Analysis, Data Science, Statistical Inference, Statistical Programming, Jupyter, Python Programming, Technical Communication
状态：免费您将获得的技能: Applied Machine Learning, Jupyter, Predictive Modeling, Machine Learning, Data Manipulation, Data Preprocessing, Data Science, Model Evaluation, Data Analysis, Python Programming
状态：免费试用University of Michigan
您将获得的技能: SQL, 数据结构, 数据库, Network Protocol（网络协议, 文件输入/输出, JSON, Python 程序设计, 计算机编程, 数据库设计, MySQL, 还原式 API, 数据存储, 网页抓取, 关系数据库, 数据处理, 数据可视化, 数据库管理, 编程原则, 网络服务, 数据清理
状态：新状态：免费试用您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
状态：免费试用您将获得的技能: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning
状态：免费试用状态：人工智能技能IBM
您将获得的技能: Apache Hadoop, SQL, IBM Cognos 分析, 数据库设计, 数据管道, 专业网络, 生成式人工智能, Linux 命令, Python 程序设计, MongoDB, Apache Kafka, 数据科学, Apache Spark, 数据仓库, NoSQL, 数据库管理员, 数据分析, 摘录, Jupyter, Bash（脚本语言）
总之，以下是 10 最受欢迎的 data science 课程
- Data Science Challenge: Coursera
- Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
- 机器学习数学: Imperial College London
- 机器学习和数据科学线性代数: DeepLearning.AI
- Data Science Beyond the Basics (ML+DS): Coursera
- Crash Course on Python: Google
- The Power of Statistics: Google
- Data Science Coding Challenge: Loan Default Prediction: Coursera
- 面向所有人的 Python: University of Michigan
- Data Science Fundamentals, Part 1: Pearson
