您将获得的技能: 数据共享, 概率与统计, 统计推理, 统计分析, 科学方法, R 语言程序设计（中文版）, 研究, 样本量的确定, 定量研究, 贝叶斯统计, 统计假设检验

您将获得的技能: Random Forest Algorithm, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Sampling (Statistics), Feature Engineering, Model Evaluation, Supervised Learning, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation

您将获得的技能: Generative AI, Model Evaluation, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, AI Enablement, Artificial Intelligence, Big Data, Machine Learning, Social Impact

您将获得的技能: AI 个性化服务, 探索性数据分析, 绩效衡量, 降维, 机器学习算法, 业务指标, 分析, 制定基准, 预测分析, 数据收集, 模型评估, 决策支持系统, 电子表格软件, 预测建模, 机器学习, 应用机器学习, Data Validation, 性能指标, A/B 测试, 分类学

您将获得的技能: 数据可视化软件, 技术交流, 案例研究, 数据分析, 沟通, 商业分析, 演讲, 数据叙事, 分析, 统计报告, 数据展示, 数据驱动的决策制定

您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware

您将获得的技能: 数据预处理, 张力流, 时间序列分析和预测, 递归神经网络 (RNN), 深度学习, 机器学习, 卷积神经网络, 人工神经网络, 预测建模, 应用机器学习, 预测

您将获得的技能: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization

您将获得的技能: 计算机视觉, 机器学习算法, 深度学习, 网络架构, 模型评估, 功能工程, Machine Learning 方法, 卷积神经网络, 分类算法, 迁移学习, 可视化（计算机制图）

您将获得的技能: 数据分析, 商业分析, 物联网, 文本挖掘, 自然语言处理, 大数据, 深度学习, 预测建模, 社交媒体, 数据科学, 云计算, 非结构化数据, 地理空间信息与技术

您将获得的技能: 数据分析, 同行评审, 商业分析, 营销分析, 数字广告, 营销, 分析, 演讲, 营销策略, 广告, 绩效衡量, 商业策略, 业务, 数据驱动的决策制定, 运行效率, 问题管理

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, PyTorch (Machine Learning Library), Vector Databases, LLM Application, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Hugging Face, Transfer Learning, Data Pipelines, Recurrent Neural Networks (RNNs), Data Ethics, Data Preprocessing, Artificial Intelligence, Text Mining, Performance Tuning