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 Evaluation, Technical Communication, Technical Product Management, Workflow Management, Performance Metric, Data Analysis, Agile Methodology, Project Management, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, R Programming, Data Visualization
中级 · 课程 · 1-4 周

Georgia Institute of Technology
您将获得的技能: 多媒体, 设计师, 网页内容无障碍指南, 以人为本的设计, 设计思维, 用户体验设计, 可用性测试, 音乐
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据管道, 人工智能, Google 云端平台, 模型部署, 非结构化数据, 机器学习, 应用机器学习, 图像分析, 自然语言处理, Jupyter, 大数据, 张力流
中级 · 课程 · 1-3 个月
University of Glasgow
您将获得的技能: Deep Learning, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Convolutional Neural Networks, Model Evaluation, Health Informatics, Electronic Medical Record, Data Cleansing, Feature Engineering, Time Series Analysis and Forecasting, Predictive Modeling, Classification Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Matplotlib, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Preprocessing, Natural Language Processing, Machine Learning, Unstructured Data, Data Analysis, Data Manipulation, Python Programming, Computer Science
中级 · 指导项目 · 不超过 2 小时

Board Infinity
您将获得的技能: Angular, Node.JS, Full-Stack Web Development, HTML and CSS, JavaScript Frameworks, User Interface (UI), Application Deployment, Application Frameworks, Back-End Web Development, Front-End Web Development, Hypertext Markup Language (HTML), MongoDB, User Interface (UI) Design, Web Design, Middleware, Bootstrap (Front-End Framework), jQuery, Javascript, Databases, Cascading Style Sheets (CSS)
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 显示设备, 模拟和模拟软件, 同行评审, 设计策略, 化学, 模拟, 实验, 网页内容无障碍指南, 数学教育, 教学法, 研究, 课程规划, 数字教学法, 用户反馈, 物理学, 生物学, 教育软件和技术, 互动设计, 教学, 教学策略
初级 · 专项课程 · 3-6 个月

The University of Edinburgh
您将获得的技能: Sustainable Development, Cooperation, Discussion Facilitation, Collaboration, Research, Community Development, Creative Thinking, Community Outreach, Climate Change Adaptation, Student Engagement, Environmental Policy, Climate Change Mitigation, Education and Training
初级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, R Programming, Data Preprocessing, Applied Machine Learning, Statistical Analysis, R (Software), Model Evaluation, Statistical Machine Learning, Classification And Regression Tree (CART), Advanced Analytics, Statistical Programming, Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, 数据科学, Machine Learning 方法, PySpark, 数据处理, 大数据, 机器学习算法, 分布式计算, 机器学习, 数据预处理, 模型评估, 数据存储技术, 应用机器学习, 数据存储, 统计方法, 描述性统计
中级 · 课程 · 1-4 周

Case Western Reserve University
您将获得的技能: 管理团队, 培训, 个人发展, 积极倾听, 压力管理, 文化 Transformer, 组织领导力, 建立关系, 自我意识, 同情心, 生理学, 人才发展, 情绪商数, 变革管理, 神经学, 领导力培养, 同理心
混合 · 课程 · 1-3 个月

您将获得的技能: Predictive Modeling, Responsible AI, Predictive Analytics, Machine Learning, Data Ethics, Data Preprocessing, Technical Management, Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Data-Driven Decision-Making, Statistical Modeling, Performance Reporting, Supervised Learning, Business Ethics, Decision Tree Learning, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Data Science, Machine Learning Algorithms
初级 · 专项课程 · 3-6 个月