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：免费试用Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Visualization, Data Science, Exploratory Data Analysis, Data Presentation, Statistical Programming, Statistical Methods, Statistical Machine Learning, Analysis, Statistical Modeling, Applied Machine Learning, Probability & Statistics, R (Software), Statistical Software, Forecasting, Machine Learning
状态：免费试用IBM
您将获得的技能: 数据清理, Apache Hive, 大数据, 数据分析, 数据展示, 数据集市, 数据科学, 统计可视化, 数据仓库, 数据可视化, Apache Spark, 数据整理, 数据转换, 数据处理, 数据故事, Microsoft Excel, Apache Hadoop, 统计分析, 数据导入/导出, 交互式数据可视化
状态：新状态：免费试用John Wiley & Sons
您将获得的技能: Statistical Methods, Exploratory Data Analysis, Data Quality, Statistics, Data Analysis, Data Science, Statistical Analysis, Probability & Statistics, Data Storage, Data Collection, Data Management, Data Pipelines, Statistical Machine Learning, Data-Driven Decision-Making, Applied Mathematics, Interactive Data Visualization, Calculus, Probability Distribution, Machine Learning, Linear Algebra
状态：新您将获得的技能: Probability & Statistics, Data Ethics, Pandas (Python Package), Machine Learning Methods, Statistical Methods, Bayesian Statistics, Data Literacy, Data Wrangling, Statistics, Data Science, Responsible AI, Probability, Data Visualization, Machine Learning, Applied Machine Learning, Data Processing, Data Architecture, Python Programming, Data Mapping, Data Integrity
状态：免费试用Imperial College London
您将获得的技能: Jupyter, 机器学习, 数据科学, 数据操作, 线性代数, 应用数学, 数据转换
状态：免费试用您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Matplotlib, A/B Testing, Plot (Graphics), Box Plots, Sampling (Statistics), Statistical Hypothesis Testing, Predictive Analytics, Data Analysis, Regression Analysis, Statistical Inference, Descriptive Statistics, Statistical Methods, Data Science, NumPy, Machine Learning, Python Programming
状态：新状态：免费试用Logical Operations
您将获得的技能: Seaborn, NumPy, Matplotlib, Data Transformation, Data Manipulation, Data Visualization Software, Pandas (Python Package), Plot (Graphics), Data Visualization, Jupyter, Scatter Plots, Data Science, Data Processing, Data Analysis, Box Plots, Python Programming, Graphing, Computer Programming, Computer Programming Tools, Software Development
状态：免费试用Fractal Analytics
您将获得的技能: Python 编程, 决策, 功能工程, 数据库设计, 数据操作, 数据展示, 批判性思维, 解决问题, 模型评估, 机器学习, 以人为本的设计, 数据可视化, 数据整理, 查询语言, 模型部署, Power BI, 数据故事, 数据分析表达式 (DAX), 交互式数据可视化, 批判性思维和解决问题, Model Evaluation
状态：新状态：预览LearnKartS
您将获得的技能: Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization, Seaborn, Data Manipulation, Data Visualization Software, Pseudocode, Problem Solving, Data Analysis, Programming Principles, Data Processing, AI literacy, Dashboard, Python Programming, Data Science, Computer Programming, Generative AI
状态：免费试用Johns Hopkins University
您将获得的技能: 概率与统计, 数据展示, 统计资料, 抽样（统计）, 调查, 逻辑回归, 创建调查, 研究, 分析, 数据可视化, 研究设计, 数据扫盲, 同行评审, 概率, 概率分布, 回归分析, 统计假设检验, 相关性分析, 描述性统计, 定量研究
状态：免费试用University of California, Davis
您将获得的技能: 数据库设计, 分析技能, 探索性数据分析, 数据建模, 数据科学, 数据展示, 数据分析, 业务指标, 商业分析, 查询语言, 描述性分析, 演讲, 同行评审, 数据故事, 性能指标, 描述性统计, 目标受众, 文本挖掘, 统计分析, 数据导入/导出
状态：免费试用Fractal Analytics
您将获得的技能: 数据分析, 功能工程, 数据清理, 探索性数据分析, 数据科学, Pandas（Python 软件包）, 数据可视化软件, 数据整理, 数据操作, 数据预处理, 数据处理, 数据转换, Seaborn, 统计方法, 描述性统计, 相关性分析, 统计分析, 统计假设检验, 绘图（图形）, Matplotlib
总之，以下是 10 最受欢迎的 data science 课程
- Introduction to Data Science Techniques: Illinois Tech
- 数据分析入门: IBM
- Foundations of Data Science and Statistical Methods: John Wiley & Sons
- Principles of Data Science: Packt
- Mathematics for Machine Learning: Linear Algebra: Imperial College London
- Data Science Fundamentals, Part 2: Pearson
- Using Data Science Tools in Python: Logical Operations
- 分形数据科学: Fractal Analytics
- Python for Data Science with AI: LearnKartS
- 数据扫盲: Johns Hopkins University
