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: Model Optimization, Image Analysis, Transfer Learning, Fine-tuning, Multimodal Prompts, Model Evaluation, Technical Documentation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Model Training, Embeddings, Systems Design, Ethical Standards And Conduct, Large Language Modeling, Root Cause Analysis, Deep Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking
中级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 迁移学习, 模型评估, 微调, Transfer Learning, 自然语言处理, Keras(神经网络库), 应用机器学习, 递归神经网络 (RNN), Model Evaluation
★ 4.4 (1093) · 中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据预处理, 数据清理, 算法, 机器学习方法, 嵌入, 人工神经网络, 自然语言处理, 概率与统计, 马尔可夫模型, Algorithm
★ 4.7 (1783) · 中级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: AI Enablement, Sustainable Development, Generative AI, Sustainable Systems, Sustainability Reporting, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Environment, Environmental Resource Management, Environmental Issue, Environmental Policy, Responsible AI, AI Personalization, Energy and Utilities, Environment and Resource Management, Climate Change Adaptation, Environmental Regulations, Google Analytics, Demography
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 机器学习, 数据预处理, 实时数据, 数据建模, 数据流, 数据存储, 功能工程, 数据转换, 模型优化, 应用机器学习, 数据处理, 数据管道, Keras(神经网络库), 张力流
★ 4.5 (1795) · 中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Optimization, Feature Engineering, Model Training, Applied Machine Learning, Machine Learning Methods, Fine-tuning, Machine Learning Algorithms, Deep Learning, Supervised Learning, Transfer Learning, Model Evaluation, Data Structures, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Network Architecture, Performance Testing
中级 · 课程 · 1-3 个月

您将获得的技能: Dashboard Creation, Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Apache Hadoop, Dashboard, Data Architecture, Data Governance, Apache Kafka, Data Store, Cloud Services, Cloud Deployment, Data Access, Cloud API, Data Quality, Data Cleansing, Machine Learning Methods
★ 4.6 (4399) · 中级 · 专项课程 · 3-6 个月
University of London
您将获得的技能: 机器学习软件, 机器学习算法, 模型评估, 机器学习, 机器学习方法, 测试数据, 分类算法, 人工智能扫盲, 功能工程, 应用机器学习, 人工智能, 数据收集, 统计机器学习, 模型培训, Model Evaluation
★ 4.7 (3536) · 初级 · 课程 · 1-4 周

您将获得的技能: API Design, MLOps (Machine Learning Operations), Restful API, Fine-tuning, OAuth, Model Deployment, Technical Communication, Model Training, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Model Optimization, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science
中级 · 课程 · 3-6 个月

Board Infinity
您将获得的技能: Feature Engineering, Model Evaluation, Model Deployment, Fine-tuning, Data Preprocessing, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Scalability, Hugging Face, Docker (Software), Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Application Deployment, Software Development, Machine Learning
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Deployment, Deep Learning, Model Optimization, Model Training, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computer Vision, Recurrent Neural Networks (RNNs), Model Evaluation, Artificial Neural Networks, Natural Language Processing
中级 · 课程 · 1-3 个月