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: Artificial Intelligence and Machine Learning (AI/ML)
初级 · 课程 · 1-4 周

您将获得的技能: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Applied Machine Learning, Classification Algorithms, Model Deployment, Data Preprocessing, Network Architecture, Model Evaluation
混合 · 课程 · 1-4 周

Pearson
您将获得的技能: Large Language Modeling, Deep Learning, Prompt Engineering, Image Analysis, Model Deployment, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Vision Transformer (ViT), LLM Application, Transfer Learning, Computer Vision, Responsible AI, Natural Language Processing, Embeddings, Keras (Neural Network Library), Generative AI, Artificial Neural Networks, Multimodal Prompts
中级 · 专项课程 · 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

Google Cloud
您将获得的技能: 深度学习, 卷积神经网络, 模型评估, 图像分析, 机器学习, Keras(神经网络库), 数据持久性, 张力流, 人工神经网络, 计算机视觉, Model Evaluation, 开发环境
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 深度学习, 云计算, 科学可视化, 模型评估, 卷积神经网络, Google Cloud 平台, 图像分析, 人工神经网络, 计算机视觉, 数据收集, Model Evaluation, 张力流
初级 · 项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Data Preprocessing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Machine Learning, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 深度学习, 模型评估, 张力流, 人工神经网络, Model Evaluation, 性能调整, 机器学习方法, 验证和确认, 数据预处理
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Computer Vision, Vision Transformer (ViT), Tensorflow, Keras (Neural Network Library), Embeddings, Deep Learning, Natural Language Processing, Model Deployment, Transfer Learning, Data Pipelines, Risk Modeling, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib
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, 模型评估, 数据处理, MLOps(机器学习运营), 移动开发, 图像分析, 机器学习, Transfer Learning, iOS 开发, 安卓开发, 模型部署, 联合学习, 数据导入/导出, 摘录, 计算机视觉, 张力流, Model Evaluation, Javascript, 迁移学习, 数据预处理, 数据管道, Swift 编程
中级 · 专项课程 · 3-6 个月