TensorFlow 课程可以帮助您学习神经网络、深度学习技术和模型部署策略。您可以掌握数据预处理、超参数调整和性能评估方面的技能。许多课程都会介绍用于构建模型的 Keras、用于可视化的 TensorBoard 等工具,以及用于将 AI 集成到应用程序中的各种 API。

Coursera
您将获得的技能: Model Training, Failure Analysis, Deep Learning, AI Workflows, Applied Machine Learning, Data Pipelines, Performance Metric, Scripting
中级 · 课程 · 1-4 周

您将获得的技能: AI Security, Threat Modeling, Security Engineering, Security Testing, IT Security Architecture, Security Architecture Review, Hardening, Continuous Monitoring, Security Controls, Security Requirements Analysis, Security Strategy, Model Training, Vulnerability Assessments, Data Integrity, Data Validation, Model Evaluation, Information Privacy, Generative Adversarial Networks (GANs), Analysis, Design
中级 · 课程 · 1-4 周

您将获得的技能: Model Training, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Model Optimization, Tensorflow, Performance Tuning, Model Evaluation, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Hybrid Cloud Computing, Debugging, Dependency Analysis
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Optimization, Version Control, Model Deployment, CI/CD, Git (Version Control System), Continuous Deployment, Performance Tuning, Continuous Integration, Software Versioning, Release Management, Continuous Delivery, Performance Testing, PyTorch (Machine Learning Library), Test Automation, Performance Improvement
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Model Training, Tensorflow, Google Cloud Platform, Model Optimization, Machine Learning Methods, Applied Machine Learning, Machine Learning, Data Validation, Model Evaluation, Distributed Computing, Scalability, Hybrid Cloud Computing, Data Pipelines, Dependency Analysis, Debugging
高级设置 · 课程 · 1-3 个月

多位教师
您将获得的技能: 人工智能, 机器学习方法, 监督学习, 决策树学习, 无监督学习, 分类算法, 张力流, 机器学习, NumPy, Jupyter, Scikit Learn(机器学习库), 深度学习, 模型评估, 数据伦理, 机器学习算法, 应用机器学习, 迁移学习, 预测建模, 负责任的人工智能, Model Evaluation, 模型培训, Transfer Learning
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 卷积神经网络, 人工神经网络, 图像分析, 张力流, 计算机视觉, 数据预处理, 嵌入, 深度学习, 迁移学习, 应用机器学习, 网络架构, Transfer Learning, 微调, 模型培训
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Model Optimization, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Generative AI Agents, Google Gemini, Model Training, Dataflow, Big Data, Keras (Neural Network Library), Machine Learning, Generative Model Architectures, Data Preprocessing, Machine Learning Software, CI/CD, Machine Learning Methods, Cloud Computing
中级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 监督学习, 机器学习方法, 张力流, 机器学习, 逻辑回归, 深度学习, 统计方法, 应用机器学习, 数据处理, 概率与统计, 数据预处理, PyTorch(机器学习库), 预测建模, 回归分析
中级 · 课程 · 1-3 个月

您将获得的技能: Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Model Training, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard Creation, Real Time Data, Data Lakes, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Dataflow, Data Pipelines, Cloud Storage, Data Import/Export, Big Data, Apache Spark, Apache Hadoop, Dashboard, Cloud Engineering, Data Architecture, Data Governance, Apache Kafka, Data Warehousing
中级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Data Management, 数据管理, Google Cloud 平台, 机器学习软件, 数据存储, 模型部署, 机器学习方法, 人工智能工作流程, 云计算, 张力流, 机器学习, Data Governance, 工作流程管理, 数据预处理, 应用机器学习, MLOps(机器学习运营), 预测建模, 数据管道, 模型优化, 模型培训
中级 · 课程 · 1-3 个月