PyTorch 课程可以帮助您学习神经网络设计、模型训练和深度学习技术。您可以掌握数据预处理、超参数调优以及实现卷积和递归网络的技能。许多课程介绍了用于可视化的 TensorBoard 和用于交互式编码的 Jupyter Notebook 等工具,展示了这些技能如何应用于涉及图像识别、自然语言处理和人工智能 (AI) 其他领域的项目中。

Google Cloud
您将获得的技能: Google 云端平台, Apache Spark, 模型评估, 预测建模, 逻辑回归, 应用机器学习, 数据预处理, 大数据
中级 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: Python 程序设计, 生成式人工智能, 数据操作, 模型评估, 非结构化数据, JSON, 性能指标, 实时数据, OpenAI 应用程序接口, 数据预处理, 大型语言模型, OpenAI, 机器学习
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: 数据驱动的决策制定, Python 程序设计, 生成式人工智能, 数据可视化软件, 交互式数据可视化, ChatGPT, 分析, Matplotlib, 数据分析, Pandas(Python 软件包), 仪表板
中级 · 指导项目 · 不超过 2 小时

Databricks
您将获得的技能: Python 程序设计, 贝叶斯统计, 统计, 统计编程, 统计方法, 模型评估, 数据科学, 抽样(统计), 预测建模, 数据库, 统计建模, 模拟, 统计分析, 概率分布, 马尔可夫模型, 逻辑回归, 概率, 应用机器学习, Jupyter, 回归分析
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: CI/CD, Apache Airflow, Data Pipelines, MLOps (Machine Learning Operations), Google Cloud Platform, Tensorflow, Continuous Integration, Kubernetes, Metadata Management, Machine Learning Methods, Continuous Deployment, AI Orchestration, Model Deployment, AI Workflows, Applied Machine Learning, Model Evaluation, Containerization, Cloud Storage, Data Validation
高级设置 · 课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Artificial Intelligence, Applied Machine Learning, Python Programming, Model Evaluation
中级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
中级 · 专项课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Hugging Face, Generative AI, OpenAI API, Natural Language Processing, Large Language Modeling, OpenAI, LLM Application, Transfer Learning, Embeddings, Python Programming, Model Evaluation
中级 · 课程 · 3-6 个月

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, Generative AI, Large Language Modeling, Generative Adversarial Networks (GANs), ChatGPT, Generative AI Agents, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Prompt Engineering, Application Programming Interface (API), Transfer Learning, Machine Learning Algorithms, Data Preprocessing, Model Evaluation
高级设置 · 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), Applied Machine Learning, Tensorflow, PyTorch (Machine Learning Library), Natural Language Processing, Network Architecture, Model Evaluation, Performance Tuning
高级设置 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Large Language Modeling, Generative Model Architectures, Image Analysis, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Convolutional Neural Networks, Tensorflow, Image Analysis, Computer Vision, NumPy, Data Processing, Feature Engineering, Google Cloud Platform, Cloud Computing
中级 · 项目 · 不超过 2 小时