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: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric
中级 · 课程 · 1-4 周

您将获得的技能: 拥抱的脸, 生成对抗网络 (GAN), PyTorch(机器学习库), 递归神经网络 (RNN), 数据预处理, 大型语言模型, 自然语言处理, 生成式人工智能, 人工智能, 生成模型架构, 数据管道
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Artificial Intelligence, AI Product Strategy, Artificial Neural Networks, Deep Learning, Business Analytics, Responsible AI, Data Ethics, Machine Learning, Digital Transformation, Data Science
初级 · 课程 · 1-4 周

Scrimba
您将获得的技能: 计算机编程, 应用程序部署, GitHub, ChatGPT, 应用程序开发, 响应式网页设计, Javascript, 前端网络开发, 视频游戏开发, 数据库应用, 层叠样式表(CSS), 机器学习, 网络开发, 移动开发, Html 和 Css
初级 · 课程 · 1-3 个月

Case Western Reserve University
您将获得的技能: 培训, 组织领导力, 压力管理, 个人发展, 业务领导, 同情心, 建立关系, 情绪商数, 正念, 变革管理, 管理团队, 自我意识, 同理心, 领导力培养, 组织变革, 人才发展, 积极性
初级 · 课程 · 1-3 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
提供的学分
研究生证书 · 6-12 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

您将获得的技能: 检索-增强生成, Flask(网络框架), 拥抱的脸, LLM 申请, 自然语言处理, 生成式人工智能, LangChain, Python 程序设计, Prompt Engineering, 图像分析, 网络应用, OpenAI
中级 · 课程 · 1-3 个月

您将获得的技能: Amazon CloudWatch, Public Cloud, Virtual Networking, Infrastructure As A Service (IaaS), Data Storage, System Monitoring, Network Security
初级 · 课程 · 1-3 个月

您将获得的技能: Wide Area Networks, Data Centers, Virtual Machines, Network Administration, Virtualization, Network Architecture, Virtual Private Networks (VPN), Wireless Networks, Computer Networking, Network Monitoring, Network Troubleshooting, Software-Defined Networking, Intrusion Detection and Prevention, Network Security, Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks, Key Management, Internet Of Things, Disaster Recovery
高级设置 · 课程 · 1-3 个月

您将获得的技能: Unity Engine, Video Game Development, Game Design, Computer Programming, General Mathematics, Computer Graphics, Arithmetic, Graphing, Geometry, Data Structures, Applied Mathematics
初级 · 课程 · 1-4 周

您将获得的技能: Cloud Deployment, Amazon Web Services
中级 · 课程 · 1-3 个月