您将获得的技能: 张力流, 嵌入, 深度学习, 自然语言处理, 文本挖掘, 应用机器学习, 递归神经网络 (RNN), 人工神经网络

您将获得的技能: PyTorch（机器学习库）, 模型评估, 自然语言处理, 嵌入, 迁移学习, Keras（神经网络库）, 应用机器学习, 递归神经网络 (RNN)

您将获得的技能: PyTorch（机器学习库）, 信息隐私, 无监督学习, 数据伦理, 负责任的人工智能, 生成对抗网络 (GAN), 卷积神经网络, 生成式人工智能, 图像分析, 数据综合

您将获得的技能: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Pandas (Python Package), Python Programming, NumPy, Data Manipulation

您将获得的技能: Data Ethics, Dashboard, Power BI, Business Intelligence, Interactive Data Visualization, Data Presentation, Data Visualization, Data Storytelling, Data Visualization Software, Data-Driven Decision-Making, Business Reporting, Business Analytics, Data Analysis Expressions (DAX), Data Security, Data Management, Key Performance Indicators (KPIs), Data Analysis, Performance Analysis, Performance Tuning

您将获得的技能: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)

您将获得的技能: 模型评估, 分类与回归树 (CART), 深度学习, 回归分析, 自然语言处理, 网络架构, Keras（神经网络库）, 迁移学习, 卷积神经网络, 递归神经网络 (RNN), 机器学习, 人工神经网络, 图像分析

您将获得的技能: 脚本, 云计算, 命令行界面, Unix, 版本控制, Linux, 文件管理, 乌班图, Unix 命令, Mac OS, 脚本语言, Git（版本控制系统）, 编程原则, GitHub, Bash（脚本语言）, 外壳脚本

您将获得的技能: Data Preprocessing, Business Analytics, Dimensionality Reduction, Analytics, Data Cleansing, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), Feature Engineering, R Programming, Data Analysis, Data Quality, Data Science, Big Data, Exploratory Data Analysis, Statistical Programming, Supervised Learning

您将获得的技能: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Data Quality, Data Science, Jupyter, Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation

您将获得的技能: 空间数据分析, 交互式数据可视化, Scala 编程, 地理空间制图, 数据操作, 数据转换, 用户界面（UI）, 数据处理, 实时数据, Apache Spark, 热图, 可视化（计算机制图）, 大数据, 地理空间信息与技术

您将获得的技能: 概率与统计, 描述性统计, 统计方法, 质量控制, 统计假设检验, 统计建模, 实验, 统计分析, Variance 分析, 样本量的确定, 数据分析软件, 设计策略, 研究设计