自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

DeepLearning.AI
您将获得的技能: 机器学习, 生成式人工智能, 无监督学习, 卷积神经网络, 生成对抗网络 (GAN), 生成式对抗网络(GANs), 生成模型架构, 负责任的人工智能, 模型评估, 信息隐私, 人工神经网络, PyTorch(机器学习库), 数据伦理, 数据综合, 深度学习, 图像质量, Model Evaluation, 图像分析
中级 · 专项课程 · 1-3 个月

MathWorks
您将获得的技能: Reinforcement Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Unsupervised Learning, Supervised Learning, Control Systems, Simulations
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Preprocessing, MLOps (Machine Learning Operations), Workflow Management, AI Workflows, Data Governance, Data Management, Model Deployment, Data Lakes, Google Cloud Platform, Model Evaluation, Tensorflow, Data Pipelines, Machine Learning, Feature Engineering, Data Transformation
中级 · 课程 · 1-3 个月

您将获得的技能: Vision Transformer (ViT), Model Deployment, MLOps (Machine Learning Operations), Applied Machine Learning, Keras (Neural Network Library), Predictive Modeling
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Generative AI, Data Analysis, Machine Learning Methods, Predictive Analytics, Machine Learning, Data Science
初级 · 专项课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Apache Airflow, Data Pipelines, Apache Kafka, DevOps, CI/CD, Apache Spark, Pandas (Python Package), Deep Learning, Applied Machine Learning, Machine Learning, Data Governance, Supervised Learning, Flask (Web Framework), Grafana, Python Programming, Automation, Unsupervised Learning, Continuous Monitoring
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Prompt Engineering, Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Orchestration, Big Data, Model Deployment, No-Code Development
初级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 计算机编程, 人机界面, 互动学习, 系统工程, 自动化工程, 物联网, 外围设备, 计算机系统, 控制系统, 电子元件, 编程原则, 电子产品, 电气布线, 嵌入式系统, 基本电气系统, 电气与计算机工程, 远程访问系统, 电子硬件, 无线网络, 硬件设计
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Data Pipelines, Model Evaluation, Systems Design, Transfer Learning, Data Preprocessing, Data Quality, Feature Engineering, Deep Learning, Python Programming, Data Validation, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Software Engineering, Debugging, Supervised Learning, Git (Version Control System), Performance Metric, Statistical Analysis
中级 · 专项课程 · 1-3 个月

Peking University
您将获得的技能: Grammar, Oral Comprehension, Language Learning, Language Competency, Vocabulary, Literacy
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data-Driven Decision-Making, Vector Databases, NumPy, Data Analysis, Model Evaluation, Machine Learning, Machine Learning Algorithms, Analysis, Linear Algebra, Python Programming, Classification Algorithms, Performance Testing
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: 数据库, 云计算, 亚马逊 S3, 亚马逊 DynamoDB, 虚拟网络, 可扩展性, 云存储, AWS 身份和访问管理 (IAM), 集装箱化, 云基础设施, Amazon Web Services, 无服务器计算, 亚马逊弹性计算云, 云安全, 通用网络, 亚马逊云观察, 云计算架构
初级 · 课程 · 1-4 周