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: 计算机视觉, 图像分析, 安卓开发, Javascript, 数据管道, 迁移学习, iOS 开发, 移动开发, 机器学习, 联合学习, 数据处理, 摘录, 模型评估, 张力流, 数据导入/导出, 数据预处理, Transfer Learning, Model Evaluation, 卷积神经网络, 模型部署, MLOps(机器学习运营), Swift 编程
中级 · 专项课程 · 3-6 个月

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

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

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

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

DeepLearning.AI
您将获得的技能: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Debugging, Machine Learning, Algorithms
中级 · 课程 · 1-4 周

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

DeepLearning.AI
您将获得的技能: 计算机视觉, 安卓开发, 移动开发, 应用机器学习, 机器学习, iOS 开发, 张力流, 模型部署, Swift 编程, 嵌入式系统
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Deployment, Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Data Pipelines, Deep Learning, Machine Learning Methods, Data Preprocessing, NumPy, Supervised Learning, Pandas (Python Package)
中级 · 课程 · 1-3 个月

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

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

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