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
状态：免费试用University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
状态：免费试用Johns Hopkins University
您将获得的技能: 概率与统计, 概率分布, 统计建模, 应用数学, 统计推理, 回归分析, 数据科学, 线性代数, R 程序设计, 统计分析, 数学建模
状态：免费试用University of California, Davis
您将获得的技能: 数据分析, 商业分析, 撰写建议书, 描述性统计, 数据操作, 数据建模, 数据故事, 分析技能, 数据展示, 数据科学, 查询语言, 演讲, 统计分析, 探索性数据分析, 同行评审, 目标受众
状态：新状态：免费试用您将获得的技能: Minitab, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Statistical Analysis, Predictive Modeling, Statistical Modeling, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Methods, Statistical Inference
状态：免费试用您将获得的技能: Predictive Modeling, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Machine Learning
状态：免费试用Johns Hopkins University
您将获得的技能: 回归分析, 统计建模, 应用数学, 数据科学, 线性代数, 数据建模, 衍生产品, R 程序设计, 统计资料, 普通数学, 统计分析, 数学建模
状态：新状态：预览您将获得的技能: Analytical Skills
状态：免费试用您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Cleansing, Data Structures
状态：免费试用CertNexus
您将获得的技能: MLOps（机器学习运营）, 机器学习, 网络应用, 自动化, 数据驱动决策, 数据故事, 利益攸关方沟通, 数据科学, 利益相关者的参与, 项目关闭, 数据展示, 模型部署, 数据可视化, 交流
状态：免费试用您将获得的技能: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics
状态：免费试用您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
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
总之，以下是 10 最受欢迎的 applied data science 课程
- Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
- 数据科学高级线性模型 2：统计线性模型: Johns Hopkins University
- 数据科学顶点项目 SQL: University of California, Davis
- Data Analysis with Minitab: Analyze & Apply: EDUCBA
- Data Science Fundamentals Part 2: Unit 3: Pearson
- 数据科学高级线性模型 1：最小二乘法: Johns Hopkins University
- Apply Business & Data Analytics for Smarter Decisions: EDUCBA
- Applied Data Analytics with Python and SQL: Edureka
- 完成数据科学项目: CertNexus
- Data Science Fundamentals Part 2: Unit 2: Pearson
