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: 机器学习算法, 强化学习, 生物信息学, 生物学, 人工神经网络, 计算思维, 生理学, 信息架构, 神经学, 计算机科学, 网络模型, 递归神经网络 (RNN), 数学建模, Matlab, 监督学习

您将获得的技能: 概率与统计, Machine Learning 方法, 统计机器学习, 功能工程, 文本挖掘, 自然语言处理, 嵌入, 分类算法, 监督学习, 降维

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements

您将获得的技能: LangGraph, AI Orchestration, LangChain, LLM Application, Agentic Workflows, Generative AI Agents, MLOps (Machine Learning Operations), Context Management, Distributed Computing, Software Design Patterns

您将获得的技能: 统计分析, 商业分析, 数据展示, 统计方法, 数据分析, 分析技能, 回归分析, 技术交流, 预测分析, 统计报告, 探索性数据分析, 微软Excel

您将获得的技能: Model Deployment, Model Evaluation, Decision Tree Learning, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Random Forest Algorithm, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms

您将获得的技能: Apache Hadoop, 数据管道, 模型评估, 生成式人工智能, Apache Spark, 回归分析, PySpark, 分类算法, 机器学习, 无监督学习, 监督学习, 应用机器学习, 摘录, 数据转换, 数据处理

您将获得的技能: Pivot Tables And Charts, Dashboard, Data Presentation, Data Visualization, Spreadsheet Software, Data Storytelling, Data Visualization Software, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Cleansing, Data Validation

您将获得的技能: PyTorch（机器学习库）, Python 程序设计, 深度学习, 人工神经网络, 卷积神经网络, 强化学习, 逻辑回归, 机器学习, 医学影像, 自然语言处理, 应用机器学习, 无监督学习, 监督学习, 图像分析, 计算机视觉, 递归神经网络 (RNN), 迁移学习

您将获得的技能: 人工智能, 深度学习, 信息隐私, 模型评估, 缓解, 文本挖掘, 卷积神经网络, 自然语言处理, 数据分析, 灾难恢复, 机器学习, 应用机器学习, Jupyter, 环境监测, 探索性数据分析, 计算机视觉, 数据伦理, 监督学习, 图像分析, 应急响应

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning