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, Dataflow, Google Cloud Platform, Data Pipelines, Data Lakes, Data Import/Export, Feature Engineering, Data Store, Model Deployment, Real Time Data, Dashboard Creation, Apache Kafka, Applied Machine Learning, Data Warehousing, Apache Spark, Dashboard, Data Architecture, Data Storage Technologies, Data Migration, Big Data
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 微软 Azure, 数据安全, Model Evaluation, 模型培训, 信息隐私, 负责任的人工智能, 应用机器学习, 模型优化, 云计算管理, 云计算, 机器学习, 数据预处理, 数据管道, Microsoft Azure, MLOps(机器学习运营), 模型评估, 数据存储, Databricks, 模型部署
中级 · 课程 · 1-3 个月

您将获得的技能: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing
初级 · 专项课程 · 1-3 个月

您将获得的技能: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Machine Learning Software, Deep Learning, Machine Learning, Feature Engineering, Risking, Model Evaluation, Mortgage Loans, Consumer Lending
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Deployment, Data Pipelines, Google Cloud Platform, Real Time Data, Dataflow, Apache Kafka, Data Warehousing, Data Lakes, Dashboard Creation, Data Preprocessing, Big Data, Cloud Engineering, Tensorflow, Feature Engineering, Data Governance, Dashboard, Extract, Transform, Load, Apache Spark, Data Architecture, Metadata Management
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 微软 Azure, Model Evaluation, 模型培训, 分类算法, 负责任的人工智能, 云计算管理, 应用机器学习, 机器学习, 数据管道, 数据转换, 无监督学习, 预测建模, Databricks, 人工智能和机器学习(AI/ML), 机器学习算法, 模型评估, 回归分析, Microsoft Azure, Scikit Learn(机器学习库), MLOps(机器学习运营), 监督学习, 模型部署
中级 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Matplotlib, 面向对象编程(OOP), NumPy, Seaborn, Keras(神经网络库), Python 编程, Pandas(Python 软件包), 数据操作, Scikit Learn(机器学习库), 人工智能和机器学习(AI/ML), 张力流
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Model Deployment, Cloud Deployment, Performance Testing, Android Development, Model Optimization, Model Evaluation, Image Analysis, PyTorch (Machine Learning Library), AI Integrations, Tensorflow, Hardware Architecture, Artificial Neural Networks, Artificial Intelligence
初级 · 项目 · 不超过 2 小时

您将获得的技能: Deep Learning, Generative AI, Tensorflow, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Artificial Intelligence, AI Integrations, Machine Learning Methods, Natural Language Processing, Python Programming, Serverless Computing, Machine Learning, Model Training, Application Deployment
中级 · 课程 · 1-4 周

Pearson
您将获得的技能: Deep Learning, Convolutional Neural Networks, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Generative AI, Model Training, Model Optimization, Machine Learning Algorithms, Network Performance Management, Network Architecture
中级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Tensorflow, Machine Learning, Quantum computing, Machine Learning Algorithms, Artificial Intelligence, Model Optimization, Artificial Neural Networks, Algorithms, Python Programming
中级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Model Optimization, Tensorflow, Fine-tuning, Deep Learning, Performance Tuning, Model Training, Model Deployment, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Algorithms
中级 · 课程 · 1-4 周