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。

Coursera
您将获得的技能: Failure Analysis, Deep Learning, Applied Machine Learning, Data Pipelines, Performance Metric
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 概率与统计, 分类算法, 自然语言处理, 监督学习, 降维, 统计机器学习, 功能工程, Machine Learning 方法, 嵌入, 文本挖掘
中级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, Predictive Modeling, Data Analysis, Research, AI Product Strategy, Statistical Analysis, Data Preprocessing, Data Science, Research Methodologies, AI Enablement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Research and Design, Research Reports, Ethical Standards And Conduct, Qualitative Research, Emerging Technologies
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Tensorflow, Recurrent Neural Networks (RNNs), BeeAI, Keras (Neural Network Library), Transfer Learning, Deep Learning, Convolutional Neural Networks, Responsible AI, Agentic systems, Artificial Intelligence, AI Security, Scalability, Applied Machine Learning, Machine Learning
高级设置 · 课程 · 1-4 周

您将获得的技能: Convolutional Neural Networks, Model Evaluation, Keras (Neural Network Library), Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Dimensionality Reduction, PyTorch (Machine Learning Library), Tensorflow, Machine Learning Methods, Data Preprocessing, Performance Tuning, Artificial Intelligence
中级 · 课程 · 1-4 周

Packt
您将获得的技能: Model Deployment, Model Evaluation, Unsupervised Learning, Transfer Learning, Tensorflow, Keras (Neural Network Library), Dimensionality Reduction, Deep Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, BeeAI, Data Preprocessing, Convolutional Neural Networks, PyTorch (Machine Learning Library), Responsible AI, Python Programming, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Feature Engineering
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Predictive Analytics, MLOps (Machine Learning Operations), Verification And Validation, Performance Analysis, Data Preprocessing, Image Analysis, Computer Vision, Data Quality, Data Transformation, Data Cleansing, Model Deployment, Applied Machine Learning, Failure Analysis, Data Pipelines, Tensorflow, Deep Learning, PyTorch (Machine Learning Library), Docker (Software), Python Programming
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: 张力流, 实时数据, 数据存储, 数据预处理, 数据管道, MLOps(机器学习 Operator), 功能工程, 数据转换, 数据处理, Keras(神经网络库), 机器学习, 数据建模
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Deployment, AWS SageMaker, Data Pipelines, Apache Airflow, MLOps (Machine Learning Operations), Systems Design, Cloud Computing Architecture, Transfer Learning, Model Evaluation, Cloud Deployment, PyTorch (Machine Learning Library), Cloud Computing, Network Architecture, Unit Testing, API Design, Deep Learning, Python Programming, Data Validation, CI/CD, Keras (Neural Network Library)
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Version Control, Model Deployment, CI/CD, Git (Version Control System), Continuous Deployment, Performance Tuning, Continuous Integration, Software Development Methodologies, Software Versioning, Release Management, Continuous Delivery, PyTorch (Machine Learning Library), Performance Improvement, Software Testing
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 人工智能, 生成式人工智能, 人工神经网络, 工艺优化, 大数据, 生成对抗网络 (GAN), 客户数据管理, 自动编码器, 机器学习, 机器学习算法, 深度学习, 数据分析, Algorithm, Model Evaluation
混合 · 课程 · 1-3 个月

您将获得的技能: Large Language Modeling, MLOps (Machine Learning Operations), Applied Machine Learning
中级 · 课程 · 1-3 个月