您将获得的技能: Matplotlib, Object Oriented Programming (OOP), Plotly, Seaborn, Data Visualization Software, Object Oriented Design, Data Visualization, Pandas (Python Package), NumPy, Statistical Visualization, Interactive Data Visualization, Software Documentation, Scatter Plots, Box Plots, Heat Maps, Data Structures, Maintainability, Programming Principles, Data Import/Export, Data Manipulation

您将获得的技能: Data Governance, 负责任的人工智能, 数据安全, 管理, 信息隐私, 道德标准与行为, AI 安全, 数据伦理, 解决复杂问题, 批判性思维, 个人身份信息, 人工智能

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Data Collection, Machine Learning Algorithms, Convolutional Neural Networks, Model Deployment, Transfer Learning, Hugging Face

您将获得的技能: 统计建模, 统计分析, 数据分析, 统计方法, Variance 分析, 实验, 样本量的确定

您将获得的技能: 数据结构, 软件包和软件管理, 命令行界面, 系统编程, 单元测试, 调试, 编程原则, GitHub, 开发环境, 软件测试, 拉斯特（编程语言）

您将获得的技能: Data Preprocessing, Business Analytics, Dimensionality Reduction, Analytics, Data Cleansing, Data Transformation, Anomaly Detection, Data Manipulation, Project Management Life Cycle, Databases, R Programming, Data Analysis, Data Quality, Data Science, Big Data, Exploratory Data Analysis, Supervised Learning

您将获得的技能: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts

您将获得的技能: Interactive Data Visualization, Software Installation, Package and Software Management, R Programming, Integrated Development Environments, Cloud Development, Cloud Hosting

您将获得的技能: 用户反馈, A/B 测试, 模型评估, 制定基准, 业务指标, 预测分析, 绩效衡量, 决策支持系统, Data Validation, 数据收集, 产品种类, 性能指标

您将获得的技能: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Python Programming

您将获得的技能: 分析, 健康信息学, 数据操作, 生物信息学, 模型评估, 分类算法, 机器学习算法, 患者评估, 数据科学, 临床信息学, 临床数据管理, 信息学, Data Validation, 性能测试, 数据处理

您将获得的技能: SAS (Software), Network Analysis, Text Mining, Spatial Analysis, Data Visualization, Data Manipulation, Data Analysis, Exploratory Data Analysis, Statistical Programming, Data Preprocessing