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

您将获得的技能: 数据分析, 无监督学习, Scikit-learn （机器学习库）, 数据预处理, 降维, 文本挖掘, 机器学习算法, 功能工程, 数据科学, 机器学习, Algorithm, 大数据

您将获得的技能: Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, Large Language Modeling, Revenue Management, Web Scraping, People Analytics, Time Series Analysis and Forecasting, FinTech, Spatial Data Analysis, Biostatistics, Predictive Analytics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Digital Transformation, Matplotlib, Risk Analysis, Bayesian Statistics

您将获得的技能: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming

您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Machine Learning Methods, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Embeddings

您将获得的技能: 创新, 人工智能, Data Governance, 商业策略, 业务转型, 负责任的人工智能, 数据安全, 数据伦理, 管理, 大数据, AI 产品战略, 风险, AI 赋能

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

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: Python 程序设计, 无监督学习, 数据预处理, 微积分, 降维, 统计, 线性代数, Jupyter, 功能工程, NumPy, 高等数学

您将获得的技能: LangChain, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, Model Deployment, Continuous Integration, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, AI Enablement, Cloud Deployment, Test Automation, AI Product Strategy, Program Development, Microsoft Copilot, Maintainability, Agentic systems

您将获得的技能: 统计方法, 概率与统计, Excel 公式, 微软Excel, 数据分析, 统计推理, 统计假设检验, 统计分析, 估算, 统计, 样本量的确定, 决策, 抽样（统计）