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。

您将获得的技能: Shiny (R Package), PyTorch (Machine Learning Library), Dashboard, Dashboard Creation, Python Programming, Interactive Data Visualization, Data Visualization, Data Visualization Software, Pandas (Python Package), Image Analysis, Applied Machine Learning, AI Workflows, Machine Learning Methods, Data Science, Computer Programming, Web Frameworks, Application Development, UI Components, Web Development Tools, User Interface (UI)
中级 · 课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Model Training, Fine-tuning, Image Analysis, Convolutional Neural Networks, Computer Vision, Transfer Learning, Model Evaluation, Deep Learning, Data Preprocessing
★ 4.6 (49) · 中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Prompt Patterns, Data Wrangling, Large Language Modeling, LangChain, Retrieval-Augmented Generation, Exploratory Data Analysis, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, Prompt Engineering Tools, LLM Application, Keras (Neural Network Library), Responsible AI, Vector Databases, Fine-tuning, Python Programming
★ 4.7 (9.9万) · 初级 · 专业证书 · 3-6 个月

您将获得的技能: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI, PyTorch (Machine Learning Library), Prompt Engineering Tools, Generative AI Agents, Fine-tuning, Vector Databases, LLM Application, Generative Model Architectures, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Tool Calling, Hugging Face, Model Optimization, Transfer Learning, Data Pipelines, Model Training
★ 4.5 (988) · 中级 · 专项课程 · 3-6 个月

您将获得的技能: 生成式人工智能, 模型培训, 生成式对抗网络(GANs), 递归神经网络 (RNN), 自然语言处理, 生成模型架构, 法学硕士申请, 大型语言建模, PyTorch(机器学习库), 拥抱的脸, 数据预处理, 数据管道
★ 4.6 (421) · 中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Model Optimization, Transfer Learning, PyTorch (Machine Learning Library), Fine-tuning, Model Deployment, Data Preprocessing, Technical Communication, MLOps (Machine Learning Operations), Model Training, Image Analysis, Computer Vision, AI Workflows, Verification And Validation, Tensorflow, Dataflow, Image Quality, Application Deployment, Deep Learning, Process Optimization
中级 · 专业证书 · 3-6 个月

Packt
您将获得的技能: 模型培训, 机器学习算法, 模型评估, 系统配置, 人工神经网络, 回归分析, 人工智能和机器学习(AI/ML), PyTorch(机器学习库), 人工智能, 深度学习, 机器学习, 模型优化, 软件安装, 微调, 数据预处理, Model Evaluation
★ 4.5 (50) · 中级 · 课程 · 1-3 个月

您将获得的技能: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Training, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Deep Learning, Generative AI, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Model Optimization, Machine Learning, Artificial Neural Networks, Natural Language Processing, Feature Engineering
中级 · 课程 · 3-6 个月

您将获得的技能: Embeddings, PyTorch (Machine Learning Library), Feature Engineering, Artificial Neural Networks, Image Analysis, Deep Learning, Convolutional Neural Networks, Network Model, Model Training, Computer Vision
★ 4.7 (49) · 高级设置 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Hugging Face, Model Optimization, Fine-tuning, Transfer Learning, Model Training, Embeddings, Data Preprocessing
★ 5 (15) · 中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 生成式人工智能, 模型培训, 生成式对抗网络(GANs), 卷积神经网络, 生成模型架构, 深度学习, PyTorch(机器学习库), Python 编程
★ 4.5 (99) · 中级 · 指导项目 · 不超过 2 小时

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms, Data Transformation
★ 3.9 (60) · 初级 · 指导项目 · 不超过 2 小时