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。

Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
初级 · 课程 · 1-4 周

Packt
您将获得的技能: Large Language Modeling, Model Deployment, Natural Language Processing, Application Deployment, Transfer Learning, Embeddings, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Processing, Application Programming Interface (API), Model Evaluation, Automation, Software Installation
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 机器学习, 机器学习算法, 数据分析, 深度学习, 工艺优化, Algorithm, 生成式人工智能, 人工智能, 生成对抗网络 (GAN), 客户数据管理, 模型评估, 大数据, 人工神经网络, 自动编码器
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
混合 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Tensorflow, Machine Learning, Artificial Intelligence, Artificial Neural Networks, Computer Science, Algorithms, Data Processing, Python Programming
中级 · 课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: AI Personalization, Medical Equipment and Technology, AI Enablement, Risk Modeling, Health Systems, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Accident Prevention, Predictive Modeling, Healthcare Ethics, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Biomedical Engineering, Data Modeling, Child Development
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 集装箱化, 机器学习, 拥抱的脸, 大数据, GitHub, MLOps(机器学习 Operator), 无服务器计算, Microsoft Copilot, 应用机器学习, PyTorch(机器学习库), Docker (软件), CI/CD, 张力流, 云计算解决方案, 拉斯特(编程语言), 负责任的人工智能, 人工智能和机器学习(AI/ML), Devops
高级设置 · 课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing
中级 · 专项课程 · 3-6 个月

NVIDIA
您将获得的技能: 机器学习, 云计算, MLOps(机器学习 Operator), Devops 工具, 大型语言模型, AI 协调, 生成式人工智能, 信息技术基础设施, 人工智能, 云基础设施, 基础设施架构, 深度学习, 数据中心, 硬件架构, 网络基础设施, 数据基础设施, 信息技术业务, 计算机结构, 模型部署, 人工智能和机器学习(AI/ML)
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 嵌入, 文本挖掘, 自然语言处理, 深度学习, 递归神经网络 (RNN), 应用机器学习, 张力流, 人工神经网络
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Python 程序设计, 机器学习, 数据转换, 数据预处理, 数据管道, MLOps(机器学习 Operator), Google 云端平台, 模型评估, 云部署, 深度学习, Keras(神经网络库), 张力流, 功能工程, 人工神经网络, 模型部署
中级 · 课程 · 1-3 个月

您将获得的技能: Growth Mindedness, Organizational Development, AI Enablement, Lifelong Learning, Personal Development, Leadership Development, Mindfulness
中级 · 课程 · 1-3 个月