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。

Microsoft
您将获得的技能: 机器学习, 数据科学, 数据预处理, 模型评估, 机器学习方法, 数据整合, 预测建模, MLOps(机器学习运营), 负责任的人工智能, Databricks, Microsoft Azure, 应用机器学习, 模型培训, Model Evaluation, 模型部署, 微软 Azure
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 生成模型架构, 生成式人工智能, 生成式对抗网络(GANs), 降维, 数据预处理, 数据可视化, 张力流, Keras(神经网络库), 深度学习, Python 编程, 欺诈检测, 模型培训, 数据综合
中级 · 指导项目 · 不超过 2 小时

AI CERTs
您将获得的技能: Responsible AI, Property and Real Estate, Tensorflow, Real Estate, Artificial Intelligence, Applied Machine Learning, Keras (Neural Network Library), Data Ethics, Lead Generation, AI Personalization, Property Management, Fraud detection, Data-Driven Marketing, Marketing Strategies, AI Integrations, Marketing Automation, Machine Learning, Investment Management, Investments, Predictive Analytics
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Google Cloud Platform, Dataflow, Data Pipelines, Real Time Data, Dashboard Creation, Data Lakes, Data Import/Export, PySpark, Tensorflow, Data Governance, Apache Spark, Dashboard, Data Warehousing, Extract, Transform, Load, Unstructured Data, Metadata Management, Big Data, Feature Engineering, Applied Machine Learning
中级 · 专项课程 · 3-6 个月

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

Packt
您将获得的技能: Recurrent Neural Networks (RNNs), Model Evaluation, AI Personalization, Data Manipulation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Machine Learning Methods, Data Wrangling, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Data Processing, Autoencoders, Data Cleansing, Dimensionality Reduction, Machine Learning
中级 · 专项课程 · 3-6 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: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Fine-tuning, Tensorflow, Natural Language Processing, Network Architecture, Model Training
高级设置 · 课程 · 1-3 个月

您将获得的技能: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Model Training, Tensorflow, Network Architecture, Artificial Intelligence, Model Optimization, Machine Learning, Linear Algebra
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: 生成模型架构, 生成式对抗网络(GANs), 自动编码器, 生成式人工智能, 无监督学习, 降维, 深度学习, 张力流, 模型培训
初级 · 课程 · 1-4 周