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。

IBM
您将获得的技能: Jupyter, 数据科学, 数据分析, 数据清理, 数据收集, 数据建模, 模型评估, 分类与回归树 (CART), 数据操作, 数据挖掘, 模型部署, 数据预处理, 模型培训, 数据质量, 商业研究, 业务要求, 决策树学习, 数据故事, Model Evaluation
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Management, Data Manipulation, Database Design, Data Transformation, Data Wrangling, Query Languages, Data Modeling, Database Systems, Data Literacy, Relational Databases, Data Processing, Data Analysis, Descriptive Statistics
初级 · 课程 · 1-4 周

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

您将获得的技能: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Data Literacy, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL, Data Management, Business, Query Languages
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Analysis, Sampling (Statistics), Data Wrangling, Data Manipulation, Predictive Modeling, Correlation Analysis, Histogram, Biostatistics, Statistical Reporting, Statistical Analysis, Statistical Hypothesis Testing, Scripting, Statistical Software, Package and Software Management, Scripting Languages
初级 · 专项课程 · 1-3 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

Johns Hopkins University
您将获得的技能: Precision Medicine, Game Theory, Reinforcement Learning, Data-Driven Decision-Making, Clinical Trials, Bioinformatics, Image Analysis, Markov Model, Bayesian Statistics, Data Analysis, Time Series Analysis and Forecasting, Decision Making, Data Science, Biostatistics, Strategic Decision-Making, Clinical Research, Statistical Methods, Cyber Security Strategy, Decision Intelligence, Statistical Analysis
中级 · 专项课程 · 3-6 个月

Clemson University
您将获得的技能: Dimensionality Reduction, Model Evaluation, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Data Preprocessing, Statistical Methods, Data Wrangling, Plot (Graphics), Descriptive Statistics, Data Analysis, Data Visualization Software, Applied Machine Learning, Pandas (Python Package), Data Mining, Data-Driven Decision-Making
攻读学位
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Matplotlib, Pandas (Python Package), Plot (Graphics), NumPy, Data Cleansing, Data Structures, Scientific Visualization, Data Visualization Software, Predictive Analytics, Data Visualization, Statistical Visualization, Debugging, Data Presentation, Data Manipulation, Code Reusability, Object Oriented Programming (OOP), Python Programming, Simulations, Predictive Modeling, Data Analysis
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Python 编程, 代数, 机器学习, 图像分析, 数据操作, 线性代数, 机器学习方法, 数据转换, 数学软件, 应用数学, 降维
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 应用机器学习, 数据驱动决策, 探索性数据分析, 预测建模, 预测分析, 模型评估, 数据科学, Pandas(Python 软件包), Plotly, 模型优化, 分类与回归树 (CART), 数据可视化软件, 统计机器学习, 数据展示, 模型培训, 统计报告, GitHub, 空间数据分析, 交互式数据可视化, 仪表板创建, Model Evaluation
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 预测建模, 大数据, 数据科学, 预测分析, 数据分析, 分析, 软件安装, 模型评估, 无代码开发, 数据操作, 数据驱动决策, 数据挖掘, 无监督学习, 数据分析软件, Model Evaluation
初级 · 课程 · 1-4 周