您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering

您将获得的技能: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming

您将获得的技能: 数据操作, 绘图（图形）, 数据处理, 数据预处理, 预测建模, 自然语言处理, 降维, 探索性数据分析, 数据整合, 非结构化数据, 功能工程, 数据可视化, 图像分析, 数据清理, 文本挖掘, Matlab

您将获得的技能: 生成式人工智能, 星形模式, 雪花模式, 负责任的人工智能, 数据管道, 数据伦理, Prompt Engineering, 数据库设计, 卷积神经网络, 数据综合, 数据基础设施, AI 赋能, 数据仓库, Query 语言, 数据分析, 人工智能, 生成模型架构, 数据挖掘, 数据架构, 摘录

您将获得的技能: Anthropic Claude, Prompt Engineering, Multimodal Prompts, Tool Calling, LLM Application, Responsible AI, Agentic Workflows, Human Computer Interaction, Artificial Intelligence, AI Workflows

您将获得的技能: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)

您将获得的技能: Microservices, .NET Framework, Software Design Patterns, Software Design, Object-Relational Mapping, ASP.NET, Software Architecture, C# (Programming Language), Enterprise Architecture, Maintainability, Docker (Software), Database Systems, Business Logic, Development Environment

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming

您将获得的技能: Java, Software Architecture, Object Oriented Programming (OOP), Data Structures, Software Design, Computer Programming, Programming Principles, Application Development, UI Components

您将获得的技能: Model Evaluation, Time Series Analysis and Forecasting, Forecasting, Google Cloud Platform, Predictive Analytics, Predictive Modeling, Big Data, Data Analysis, Data Analysis Software, Exploratory Data Analysis, Cloud Storage

您将获得的技能: Web Services, Restful API, Apache Maven, Spring Boot, Spring Framework, Gradle, Simple Object Access Protocol (SOAP), Java Platform Enterprise Edition (J2EE), Java, API Design, Application Frameworks, Secure Coding, Object-Relational Mapping, Data Persistence, JSON, Extensible Markup Language (XML)

您将获得的技能: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability