您将获得的技能: Retrieval-Augmented Generation, LangChain, LLM Application, AI Workflows, Performance Tuning, Model Deployment, Prompt Engineering, Enterprise Application Management, Maintainability, System Monitoring, Scalability, Application Performance Management, Cost Reduction, Vector Databases

您将获得的技能: Theoretical Computer Science, Computer Programming, Pseudocode, Algorithms, Computer Science, Formal Learning, Software Engineering, Program Development, Data Science, Analysis, Debugging, Technical Analysis

您将获得的技能: 数据可视化软件, R 语言程序设计（中文版）, 制图, 绘图（图形）, Ggplot2, 无监督学习, 统计分析, 降维, 数据分析, 探索性数据分析, 统计可视化

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering

您将获得的技能: 矢量数据库, 数据操作, 数据管理, 数据共享, ArcGIS, 数据质量, 地理信息系统, 数据映射, 数据建模, 数据存储, 空间分析, 关系数据库, 地理空间制图, Query 语言, 分析

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness

您将获得的技能: 数据科学, 可扩展性, 分布式计算, 大数据, Apache Hadoop, 数据处理, 非结构化数据, 数据分析

您将获得的技能: 卷积神经网络, 数据转换, 分类算法, 负责任的人工智能, 数据管道, 数据伦理, 模型部署, 分布式计算, 监督学习, 机器学习, 模型评估, 数据处理, 信息隐私, 迁移学习, 数据预处理, Virtual Machine, 张力流, 数据分析, 机器学习软件, 图像分析

您将获得的技能: 回归分析, 数据收集, 加工能力, 制图, 流程改进, 概率与统计, 统计过程控制, 六西格玛方法, 质量改进, 团队管理, 统计分析, 探索性数据分析, 精益六西格玛, 业务过程, 流程制图, 相关性分析, 过程分析

您将获得的技能: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming

您将获得的技能: Data Presentation, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Data Integration, Data Literacy, Performance Analysis, Exploratory Data Analysis, Statistical Analysis, Probability, Applied Machine Learning, Analysis, Image Analysis, Descriptive Analytics, AI Enablement, Business Analytics, Statistical Methods, Data Collection, Machine Learning

您将获得的技能: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation