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。

您将获得的技能: API Design, Restful API, Application Programming Interface (API), Test Automation, Data Mapping, Application Deployment, Cloud Deployment, Salesforce, Robotic Process Automation, Business Process Automation, Software Testing, Data Integration, API Testing, Architectural Design, Software Development Tools, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 3-6 个月

LearnQuest
您将获得的技能: 回归分析, 药物开发, 机器学习算法, 分子生物学, 模型评估, 预测建模, 人工神经网络, Pandas(Python 软件包), 生物信息学, 深度学习, 数据操作, 降维, 机器学习, Scikit-learn (机器学习库), 功能工程, 无监督学习
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据预处理, 嵌入, 自然语言处理, 文本挖掘, Algorithm, 马尔可夫模型, 人工神经网络, 概率与统计, Machine Learning 方法, 统计建模
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, AI Security, Prompt Engineering, Generative AI, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, System Monitoring, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis
中级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Mining, Applied Machine Learning, Unsupervised Learning, Scientific Visualization, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms
初级 · 课程 · 1-3 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 应用编程接口 (API), 电子产品, 需求分析, 用户需求文件, Network Protocol(网络协议, 嵌入式系统, Python 程序设计, 基本电气系统, 电子元件, 系统设计, 调试, Linux, 嵌入式软件, 物联网, TCP/IP, 自动化工程, Operating System 管理, 功能要求, 测试计划, 操作系统
初级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Fraud detection, Jupyter, Responsible AI, Model Evaluation, Project Management, Performance Improvement, Risk Modeling, Performance Metric, Business Analytics, Credit Risk, Performance Analysis, Performance Tuning, Test Planning, Test Engineering, Applied Machine Learning, Research Design, Technical Communication
中级 · 课程 · 1-4 周

The Museum of Modern Art
您将获得的技能: 创造力, 叙事, 文科, 设计师, 社会影响, 文化多样性, 艺术史, 美学
初级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Science and Research, Teaching, Scientific Methods, General Science and Research, Instructional Strategies, Classroom Management, Education and Training, Environmental Science, Research, Interactive Learning, Student Engagement, Pedagogy, Experimentation, Discussion Facilitation, Social Impact, Graphing
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: 生理学, 生命体征, 解剖学, 内分泌学, 呼吸, 血压, 肺科, 尿液分析, 神经学, 心脏病学, 生物学, 人体肌肉骨骼系统, 肾脏病学, 运动学
初级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: 数据整理, 模型评估, Power BI, 数据库设计, 以人为本的设计, 数据展示, SQL, Python 程序设计, 解决问题, 功能工程, 数据叙事, 交互式数据可视化, 决策, 批判性思维, 模型部署, Data Analysis 表达式(DAX), 数据可视化, 数据操作, 机器学习, 故事板
初级 · 专业证书 · 3-6 个月