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: Apache Spark, PySpark, Retrieval-Augmented Generation, OpenAI API, Generative AI, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Transfer Learning, Deep Learning, ChatGPT, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 拥抱的脸, PyTorch(机器学习库), Docker (软件), 负责任的人工智能, 人工智能和机器学习(AI/ML), 云计算解决方案, 拉斯特(编程语言), MLOps(机器学习 Operator), Devops, Microsoft Copilot, 应用机器学习, 集装箱化, CI/CD, 无服务器计算, GitHub, 张力流, 大数据, 机器学习
高级设置 · 课程 · 1-3 个月

您将获得的技能: PySpark, MySQL, Data Pipelines, Apache Spark, Data Processing, SQL, Data Transformation, Data Manipulation, Distributed Computing, Python Programming, Debugging
混合 · 课程 · 1-4 周

您将获得的技能: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Artificial Neural Networks, Deep Learning, Large Language Modeling, Tensorflow, Convolutional Neural Networks
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning, Natural Language Processing, Supervised Learning, Network Architecture, Data Science
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: PyTorch(机器学习库), 卷积神经网络, 负责任的人工智能, 数据伦理, 无监督学习, 生成模型架构, 生成对抗网络 (GAN), 深度学习, 人工神经网络, 图像分析
中级 · 课程 · 1-4 周

University of Glasgow
您将获得的技能: 人工智能, 生成式人工智能, 负责任的人工智能, 数据伦理, 自然语言处理, 模型评估, 深度学习, 人工神经网络, LLM 申请, ChatGPT, 大型语言模型, OpenAI
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Tensorflow, Python Programming, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 模型部署, 嵌入式系统, 计算机视觉, iOS 开发, Swift 编程, 应用机器学习, 张力流, 移动开发, 机器学习, 安卓开发
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Model Evaluation, Regression Analysis, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Feature Engineering, Logistic Regression, Decision Tree Learning, Classification Algorithms
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中级 · 课程 · 1-3 个月

您将获得的技能: NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Exploratory Data Analysis, Computer Programming
初级 · 课程 · 3-6 个月