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。

DeepLearning.AI
您将获得的技能: 应用编程接口 (API), 模型部署, 人工神经网络, 信息隐私, 迁移学习, 机器学习, 模型评估, 联合学习, 数据可视化, 张力流
中级 · 课程 · 1-4 周

您将获得的技能: Amazon Elastic Compute Cloud, Amazon Web Services, Model Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Applied Machine Learning, Application Development, Recurrent Neural Networks (RNNs), Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Model Deployment, Data Preprocessing, Keras (Neural Network Library), Google Cloud Platform, Data Quality, Cloud Deployment, Embeddings, Data Strategy, Machine Learning, MLOps (Machine Learning Operations), Model Evaluation, Applied Machine Learning, Unsupervised Learning, Deep Learning, Data Analysis, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 数据导入/导出, 数据转换, 数据管道, 数据共享, 数据管理, 数据处理, 迁移学习, 数据预处理, MLOps(机器学习 Operator), 性能调整, 张力流, 模型评估, 摘录
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Tensorflow, Model Deployment, Google Cloud Platform, Data Quality, Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Scikit Learn (Machine Learning Library), Embeddings, Exploratory Data Analysis, Supervised Learning, Logistic Regression, MLOps (Machine Learning Operations), Machine Learning, AI Enablement, Big Data, Applied Machine Learning, Data Pipelines, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: 卷积神经网络, 数据管道, 嵌入, 自然语言处理, 深度学习, 迁移学习, 递归神经网络 (RNN), Keras(神经网络库), 模型评估, 张力流
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 分布式计算, 深度学习, 性能调整, Keras(神经网络库), 张力流
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Tensorflow, Convolutional Neural Networks, Transfer Learning, Image Analysis, Computer Vision, Classification Algorithms, Applied Machine Learning, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-4 周

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

DeepLearning.AI
您将获得的技能: Tensorflow, Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Applied Machine Learning, Machine Learning
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Tensorflow, Model Deployment, Keras (Neural Network Library), Cloud Deployment, Google Cloud Platform, Deep Learning, Machine Learning Methods, Feature Engineering, Data Preprocessing, Data Pipelines, Artificial Neural Networks, Data Import/Export
中级 · 课程 · 1-3 个月

您将获得的技能: Tensorflow, Natural Language Processing, Python Programming, Machine Learning Methods, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Machine Learning, Deep Learning
中级 · 指导项目 · 不超过 2 小时