自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

University of California, Irvine
您将获得的技能: 积极倾听, 适应性, 口语理解, 英语, 时间管理, 公开演讲, 语法, 沉着, 注重细节, 学习策略, 语言能力, 语言交流技能, 词汇
初级 · 课程 · 1-4 周

Berklee
您将获得的技能: 创新, 创造力, 项目规划, 品牌战略, 创造性思维, 商业, 音乐历史, 数字资产, 团队建设, 诉讼, 社交媒体, 创业, 合作, 知识产权, 音乐, 开放的心态, 合同谈判, 演讲, 筹资和众包, 自学成才
初级 · 专项课程 · 3-6 个月

University of California, Santa Cruz
您将获得的技能: 统计资料, 统计推理, 数据分析, 统计建模, 概率与统计, 分析技能, Microsoft Excel, 统计可视化, 统计方法, 数据可视化, R 程序设计, 回归分析, 数据建模, 概率分布, 贝叶斯统计, 预测建模, 概率, R(软件)
中级 · 课程 · 1-4 周

您将获得的技能: iOS Development, Swift Programming, Apple iOS, Core Data (Software), Data Persistence, Test Driven Development (TDD), Mobile Development, Application Design, Application Deployment, Apple Xcode, Plot (Graphics), User Interface (UI), Data Store, Model View Controller, Machine Learning Software, Software Architecture, Performance Tuning, Database Development, Real Time Data, Data Integration
中级 · 专项课程 · 3-6 个月

University of Pittsburgh
您将获得的技能: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage Technologies, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, Data Science, Data Transformation, Information Technology, Data Analysis, Python Programming
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Application Deployment, Cloud Deployment, Continuous Deployment, Containerization, Docker (Software), DevOps, Release Management, Version Control, Dependency Analysis, Performance Tuning, CI/CD, Performance Testing, Package and Software Management, Performance Analysis, Performance Metric, Application Performance Management, Application Development, Cost Benefit Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Vector Databases, Embeddings, Generative AI, Artificial Intelligence, Data Storage, Databases, Retrieval-Augmented Generation, Deep Learning, Scalability, Anomaly Detection, Unstructured Data
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Generative AI, Serverless Computing, Development Testing, AI Enablement, Cloud Applications, Application Development, Web Analytics and SEO, Embeddings, Software Development Tools, Information Architecture, Code Review, Test Case, MLOps (Machine Learning Operations), Web Development Tools, Query Languages, Computer Programming Tools, Integrated Development Environments, Secure Coding, Debugging, Containerization
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, LLM Application, Large Language Modeling, Prompt Engineering, Hugging Face, Transfer Learning, Context Management
初级 · 课程 · 1-3 个月

您将获得的技能: Cybersecurity, Threat Modeling, AI Enablement, AI Personalization, Artificial Intelligence, Incident Response, Deep Learning
初级 · 课程 · 1-4 周
DeepLearning.AI
您将获得的技能: 生成式人工智能, 自动编码器, 计算机视觉, 卷积神经网络, 生成对抗网络 (GAN), 生成式对抗网络(GANs), 生成模型架构, 模型评估, 分布式计算, 人工神经网络, 分类算法, 深度学习, 可视化(计算机制图), 网络架构, Keras(神经网络库), 迁移学习, Transfer Learning, 性能调整, Model Evaluation, 张力流, 图像分析
中级 · 专项课程 · 3-6 个月

您将获得的技能: Bash (Scripting Language), Python Programming, Unix Shell, Command-Line Interface, Programming Principles, Computer Programming, Scripting, Scripting Languages, Development Environment, Data Structures
初级 · 指导项目 · 不超过 2 小时