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: Model Deployment, Data Lakes, Google Cloud Platform, Data Pipelines, Dataflow, Apache Spark, Apache Kafka, Big Data, Tensorflow, Data Warehousing, Apache Hadoop, Data Architecture, Data Management, Metadata Management, Unstructured Data, Applied Machine Learning, Real Time Data, Extract, Transform, Load, Data Migration, Data Processing
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning
初级 · 指导项目 · 不超过 2 小时

Alex Genadinik
您将获得的技能: Instagram, Social Media, Social Media Strategy, Social Media Marketing, Marketing Automation, Paid media, Advertising, Content Creation, Target Audience, Drive Engagement
混合 · 课程 · 1-3 个月

Deep Teaching Solutions
您将获得的技能: 教育软件和技术, 促进讨论, 推动参与, 学习理论, 以学生为中心的学习, 学生参与, 数字教学法, 高等教育, 教学, 教学策略, 学习策略, 课程开发, 混合式学习, 人类学习
初级 · 课程 · 1-4 周

您将获得的技能: Bootstrap (Front-End Framework), Web Applications, Web Development Tools, Microsoft Azure, Authentications, Authorization (Computing)
中级 · 课程 · 1-3 个月

您将获得的技能: Nursing Management, Healthcare Ethics, Legal Risk, Clinical Leadership, Case Studies, Personal Integrity, Nursing, Patient Safety, Business Ethics, Ethical Standards And Conduct, Decision Making, Professionalism, Health Care, Safety Culture, Medical Privacy, Law, Regulation, and Compliance, Informed Consent, Compliance Management, Patient Communication
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Data Analysis
获得学位
学位 · 1-4 年

您将获得的技能: Apache, PHP (Scripting Language), Web Development, Development Testing, Web Servers, Full-Stack Web Development, Development Environment, Server Side, Web Applications, HTML and CSS, Email Automation
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 模型评估, Google 云端平台, AI 工作流程, 嵌入, 自然语言处理, 深度学习, 迁移学习, 功能工程, 递归神经网络 (RNN), 张力流, 人工神经网络
高级设置 · 课程 · 1-3 个月

您将获得的技能: People Management, Team Leadership, Team Management, Team Performance Management, Leadership and Management, Organizational Leadership, People Development, Professional Development, Relationship Management, Leadership, Culture Transformation, Relationship Building, Collaboration, Communication Strategies, Willingness To Learn, Lifelong Learning, AI Enablement, Constructive Feedback
初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 新兴技术, 教育软件和技术, 数字通信, 数字教学法, 教学, 学习管理系统, 网页内容无障碍指南, 虚拟环境
混合 · 课程 · 1-3 个月

IBM
您将获得的技能: 拥抱的脸, 大型语言模型, 模型部署, 自然语言处理, 深度学习, Prompt Engineering, 生成式人工智能, 生成模型架构, IBM 云, OpenAI
初级 · 课程 · 1-4 周