应用数据科学课程
应用数据科学课程可以帮助您学习数据分析、统计建模、机器学习和数据可视化技术。您可以掌握数据 Cleaning、探索性数据分析和预测性解析方面的技能，从而从复杂的数据集中获得洞察力。许多课程都会介绍 Python、R 和 SQL 等工具，以及 Pandas 和 Scikit-learn 等库，支持在实际应用中实施数据驱动的解决方案和自动化流程。
热门应用 Data Science 课程和认证
University of Toronto
您将获得的技能: 积极倾听, 同理心, 交流, 情商, 需求评估, 心理学, 自信, 自我意识, 人际沟通, 建立关系, 文化多样性, 社交技能
The University of Edinburgh
您将获得的技能: 自然语言处理, Python 编程, 生物信息学, 数据伦理, 机器学习, 大数据, 精准医疗, 健康信息学, 图论, 数据科学, 数据整合, 图像分析, 统计建模, 网络分析, 生物医学技术
DeepLearning.AI
您将获得的技能: Python 编程, 数学建模, 人工神经网络, 可视化（计算机制图）, 机器学习, 微积分, 数值分析, 衍生产品, 应用数学, 深度学习
您将获得的技能: Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Data Analysis, Data Literacy, No-Code Development, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Modeling, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration
Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
您将获得的技能: JUnit, Test Driven Development (TDD), Version Control, Git (Version Control System), GitHub, Performance Tuning, Unit Testing, Data Structures, Java Programming, Algorithms, Software Testing, Java, Computer Programming, Software Development, Scalability
您将获得的技能: Data Visualization, Data-Driven Decision-Making, Data Ethics, R (Software), Data Science, Data Governance, Advanced Analytics
您将获得的技能: AWS Kinesis, AWS SageMaker, AWS CloudFormation, Cloud Engineering, Data Quality, Docker (Software), Data Pipelines, Data Security, Databases, Version Control, Apache Spark, Data Modeling, Cloud Security, Cloud Storage, Network Security, Kubernetes, Git (Version Control System), Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Data Processing
您将获得的技能: Object Oriented Programming (OOP), Data Structures, Data Cleansing, Python Programming, Data Analysis, NumPy, Pandas (Python Package), Data Manipulation, Analytical Skills, Scripting, Algorithms, Debugging
University of Michigan
您将获得的技能: Pandas（Python 软件包）, Python 编程, 数据分析, 分析, 社交网络分析, 算法, 图论, 无监督学习, 数据导入/导出, 预测分析, Matplotlib, 网络分析, Algorithm
您将获得的技能: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment
总之，以下是 10 最受欢迎的 applied data science 课程
- 人际关系的艺术与科学了解人类需求: University of Toronto
- 分层医疗和精准医疗中的数据科学: The University of Edinburgh
- 机器学习和数据科学微积分: DeepLearning.AI
- Data Science Foundations with No-Code Tools: LearnQuest
- Linear Algebra for Data Science Using Python: Howard University
- Data Structures and Algorithms: Amazon
- Use Tableau for your Data Science Workflow: Edureka
- AWS Certified Data Engineer Associate Exam Prep: LearnKartS
- Introduction to Data Analysis Using Python: Google
- Python 中的应用社交网络分析: University of Michigan
