无监督学习课程可以帮助您学习 Clustering 技术、Dimensionality Reduction 和 Anomaly Detection。您可以掌握数据预处理、Feature Extraction 和解释复杂数据集的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持在项目中实施这些方法。您还将探索客户细分、图像处理和推荐系统等领域的实际应用,提高从无标签数据中获得洞察力的能力。

Cisco Learning and Certifications
您将获得的技能: Session Initiation Protocols, System Configuration, Collaborative Software, Configuration Management, Network Administration, Telecommunications, Communication Systems, Systems Integration, Scalability, Digital Communications
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 机器学习, 数据结构, 测试自动化, 应用编程接口 (API), 调试, 模型部署, 软件测试, 数据导入/导出, 命令行界面, Pandas(Python 软件包), MLOps(机器学习 Operator), 面向对象编程(OOP), 脚本, 数值分析, NumPy, 数据操作, Python 程序设计
中级 · 课程 · 1-3 个月

您将获得的技能: Computer Vision, Artificial Intelligence, Image Analysis, Natural Language Processing, Generative AI, Model Deployment, OpenAI, Amazon Bedrock, AI Workflows, AI Security, Text Mining, Robotics, Prompt Engineering, Deep Learning, Reinforcement Learning, Scalability
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 模型部署, 计算机视觉, 实时数据, JSON, Javascript, 迁移学习, 数据处理, 数据转换, 应用机器学习, 图像分析, 张力流, 网络应用, 卷积神经网络, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: AI Security, Workplace inclusivity, Social Impact, Generative AI, Analysis, Critical Thinking, Data Security
初级 · 课程 · 1-4 周

Deep Teaching Solutions
您将获得的技能: 课堂管理, 差异化教学, 学习理论, 时间管理, 以学生为中心的学习, 人类学习, 教学法, 适应, 学生参与, 讲课, 教学策略, 教育与培训, 精神集中, 学习策略, 压力急救, 教学
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization
初级 · 专业证书 · 3-6 个月

您将获得的技能: 数据分析, 存储过程, 事务处理, 数据库, 关系数据库, Query 语言, Jupyter, 数据操作, Pandas(Python 软件包), Python 程序设计, SQL
初级 · 课程 · 1-3 个月
您将获得的技能: AI Security, Threat Modeling, MITRE ATT&CK Framework, Application Security, Security Engineering, Security Controls, Responsible AI, MLOps (Machine Learning Operations), Cybersecurity, Model Deployment, Data Security, Threat Detection, Artificial Intelligence and Machine Learning (AI/ML), Vulnerability Assessments, Application Lifecycle Management
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, Generative AI, Systems Analysis, AI Workflows, Business Analysis, Systems Architecture, Solution Architecture, Business Process Automation, Stakeholder Analysis, Prototyping, Software Architecture, Consulting, Systems Thinking, Responsible AI, Machine Learning, Business Communication, Project Documentation, Stakeholder Communications, Technical Consulting
初级 · 专项课程 · 1-3 个月

您将获得的技能: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, OpenAI, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing
初级 · 专项课程 · 1-3 个月

Amazon Web Services
您将获得的技能: 数据架构, 无服务器计算, 亚马逊网络服务, AWS 身份和访问管理 (IAM), 云计算架构, 云基础设施, 事件驱动编程, 解决方案架构, 亚马逊 DynamoDB, 云存储, 云计算, 亚马逊 S3, 数据湖, 可扩展性, 数据可视化, 应用程序接口网关, 亚马逊云观察, 云安全, 亚马逊弹性计算云 Computing, 软件架构
攻读学位
中级 · 专业证书 · 3-6 个月