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。

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
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 应用数学, 机器学习, 数据预处理, 代数, 数据操作, Python 程序设计, 线性代数, 数学建模, 降维, Machine Learning 方法, 高等数学, NumPy
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
初级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 云计算, 统计分析, 回归分析, 异常检测, 无监督学习, 社交媒体, 监督学习, 文本挖掘, 决策树学习, 数据战略, 分析技能, 数据伦理, 预测分析, 数据科学, 预测建模, 自然语言处理, 商业分析, Model Evaluation, 分析, 数据挖掘
初级 · 专项课程 · 3-6 个月

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
初级 · 专项课程 · 1-4 周

IBM
您将获得的技能: Open Source 技术, 机器学习, 开发环境, 云计算, GitHub, 统计编程, R(软件), Python 程序设计, Git(版本控制系统), 数据科学, R 语言程序设计(中文版), 计算机编程工具, 大数据, 应用编程接口 (API), 版本控制, Jupyter
初级 · 课程 · 1-3 个月
University of Leeds
您将获得的技能: Data Presentation, Data Storytelling, Technical Communication, Technical Writing, Data Literacy, Communication, Writing, Generative AI, Responsible AI
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Power BI, 数据叙事, 交互式数据可视化, 仪表板, 数据展示, 统计报告, 数据可视化软件, 网页内容无障碍指南, 高级分析, 数据可视化, 商业智能, 数据分析
初级 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月

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
高级设置 · 课程 · 1-3 个月