
University of California San Diego
您将获得的技能: Python 程序设计, 数据可视化软件, 模型评估, MLOps(机器学习 Operator), 监督学习, 数据操作, 模型部署, 机器学习算法, 数据处理, 预测分析, Flask(网络框架), 预测建模, 功能工程, 网页抓取, 应用机器学习, 分类算法, Data Validation, 机器学习, 设计思维, 数据可视化
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Cleansing, Pandas (Python Package), Financial Data, Data Wrangling, Data Transformation, Data Preprocessing, Data Quality, Data Manipulation, Data Validation, Jupyter, Data Integrity, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Data Visualization, Seaborn, Logistic Regression, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Machine Learning Algorithms, Python Programming, Supervised Learning, Classification Algorithms, Algorithms
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: 统计方法, 概率与统计, 描述性统计, 数据分析, Pandas(Python 软件包), 统计假设检验, 回归分析, 科学可视化, 统计分析, 概率分布, 统计, Matplotlib, 概率, 数据科学, 相关性分析, 探索性数据分析, Jupyter, 数据可视化
混合 · 课程 · 1-3 个月

您将获得的技能: Software Design Patterns, Functional Design, Programming Principles
中级 · 课程 · 3-6 个月

您将获得的技能: Object Oriented Programming (OOP), Computer Programming, Programming Principles, Python Programming, Data Storage, File Management, Computer Science
中级 · 课程 · 1-4 周

您将获得的技能: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Event-Driven Programming, Graphics Software, Computer Graphics, Video Game Development, Computer Graphic Techniques, Development Environment, Debugging, Application Development
混合 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Data Visualization, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Wrangling, Time Series Analysis and Forecasting, Python Programming, Data Preprocessing, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Python 程序设计, 人工智能, 数据结构, 张力流, 开发环境, 数据操作, 编程原则, 计算机编程工具, NumPy
初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming
初级 · 指导项目 · 不超过 2 小时