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。

IBM
您将获得的技能: Python 程序设计, Data Governance, 数据转换, 网页抓取, 编程原则, 数据库管理, 大数据, 数据管道, 数据库, 数据仓库, IBM DB2, 数据导入/导出, 数据架构, 数据存储, SQL, 摘录, 关系数据库, MySQL, 存储过程, 数据库设计
初级 · 专项课程 · 3-6 个月

您将获得的技能: Threat Modeling, Network Security, Threat Management, Vulnerability Management, Intrusion Detection and Prevention, Hardening, Computer Security Incident Management, Security Management, Cyber Threat Intelligence, Cyber Attacks, Incident Response, Cybersecurity, Network Protocols, Threat Detection, Bash (Scripting Language), Debugging, Linux, Interviewing Skills, Python Programming, SQL
攻读学位
初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Anomaly Detection, Predictive Analytics
中级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, AI Enablement, Data Storytelling, Artificial Intelligence, Business Process Automation, Stakeholder Communications, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deep Learning, Business Strategy, Machine Learning, Context Management
初级 · 专项课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Patterns, MarTech, Strategic Marketing, AI Enablement, Personalized Service, Data Ethics, Customer Relationship Management (CRM) Software, Artificial Intelligence, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Responsible AI, AI Workflows, Deep Learning, Content Creation, Machine Learning, Image Analysis, Context Management, Decision Making
初级 · 专项课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
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
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 机器学习, 逻辑回归, 数据分析, 数据预处理, 预测, 模型评估, 深度学习, 统计分析, 决策树学习, 风险模型, 预测建模, 功能工程, 随机森林算法, 应用机器学习, 概率与统计
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 生成式人工智能, Google 云端平台, 人工智能, Machine Learning 方法
初级 · 课程 · 1-4 周
University of Washington
您将获得的技能: 概率分布, 机器学习算法, 数学建模, Matlab, 计算机科学, 计算思维, 强化学习, 线性代数, Machine Learning 方法, 神经学, 网络模型, 生物学, 监督学习, 人工神经网络, 生理学, 递归神经网络 (RNN)
初级 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Supervised Learning, Applied Machine Learning, Unsupervised Learning, Bayesian Network, Machine Learning Methods, Computational Logic, Program Development, Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Computational Thinking, Creativity, Game Theory, Theoretical Computer Science, Software Development, Generative AI, Social Sciences
中级 · 专项课程 · 3-6 个月