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。

您将获得的技能: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Pipelines, Google Cloud Platform, Model Training, Data Preprocessing, Feature Engineering, Model Optimization, Data Processing, Deep Learning, Cloud Deployment, Data Transformation, Machine Learning Methods, Artificial Neural Networks
★ 3.4 (7) · 中级 · 课程 · 1-3 个月

您将获得的技能: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Preprocessing, Artificial Neural Networks, Deep Learning, Cloud Deployment, Model Optimization, Embeddings, Data Pipelines, Data Transformation
中级 · 课程 · 1-3 个月

您将获得的技能: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Transformation, Deep Learning, Data Processing, Artificial Neural Networks, Data Preprocessing, Data Manipulation, Machine Learning Methods, Cloud Deployment, Data Pipelines, Application Programming Interface (API)
中级 · 课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Text Mining, Classification Algorithms, Model Training
中级 · 课程 · 1-3 个月

您将获得的技能: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, LLM Application, CI/CD, Tensorflow
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 机器学习, 性能调整, Google Cloud 平台, 模型优化, MLOps(机器学习运营), 系统设计, 数据管道, 依赖性分析, 张力流, 混合云计算, 分布式计算, 模型部署, 模型培训
★ 4.6 (1034) · 高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Model Optimization, Generative AI, Model Deployment, Tensorflow, Generative AI Agents, Google Gemini, Model Training, Keras (Neural Network Library), Machine Learning, Generative Model Architectures, Data Preprocessing, Machine Learning Software, Machine Learning Methods, MLOps (Machine Learning Operations), Google Cloud Platform, Model Evaluation, Data Cleansing, Data Quality, Cloud Computing
★ 4.4 (3780) · 中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Optimization, Image Analysis, Transfer Learning, Fine-tuning, Multimodal Prompts, Model Evaluation, Technical Documentation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Model Training, Embeddings, Systems Design, Ethical Standards And Conduct, Large Language Modeling, Root Cause Analysis, Deep Learning
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 嵌入, 文本挖掘, 机器学习方法, 功能工程, 分类算法, 逻辑回归, 降维, 监督学习, 自然语言处理, 统计机器学习
★ 4.6 (4638) · 中级 · 课程 · 1-4 周

您将获得的技能: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking
中级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 嵌入, 数据预处理, 文本挖掘, 机器学习方法, 功能工程, 逻辑回归, 分类算法, 迁移学习, 降维, 微调, Transfer Learning, 监督学习, 应用机器学习, 自然语言处理, 深度学习, 人工神经网络, 统计机器学习, 马尔可夫模型, 张力流, 递归神经网络 (RNN), 大型语言建模
★ 4.6 (6192) · 中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 嵌入, 生成模型架构, 机器学习方法, 网络架构, 文本挖掘, 张力流, 自然语言处理, 人工神经网络, 深度学习, 大型语言建模, 递归神经网络 (RNN), 模型培训
★ 4.5 (1182) · 中级 · 课程 · 1-4 周