图像分类课程可以帮助您学习识别和分类图像、构建神经网络和实施卷积神经网络(CNN)的技术。您还可以培养数据预处理、模型 Evaluation 和性能优化方面的技能。许多课程介绍了 TensorFlow 和 PyTorch 等工具,这些工具支持训练模型和部署 AI 应用程序。

Simplilearn
您将获得的技能: Autoencoders, Generative AI, Embeddings, Generative Model Architectures, Prompt Engineering, Image Analysis, Unsupervised Learning, PyTorch (Machine Learning Library), Transfer Learning
初级 · 课程 · 1-4 周

您将获得的技能: Amazon Elastic Compute Cloud, Amazon Web Services, Model Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Applied Machine Learning, Application Development, Recurrent Neural Networks (RNNs), Model Evaluation
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 计算机视觉, 数据预处理, 深度学习, Transfer Learning, 人工神经网络, 卷积神经网络, 功能工程, 应用机器学习, 分类算法, 张力流, Model Evaluation, Google 云端平台, 图像分析
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Feature Engineering, Machine Learning Algorithms, Data Processing, Predictive Modeling, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Integration, Data Manipulation, Classification Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: AI Workflows, Generative Model Architectures, Generative AI, Transfer Learning, Model Deployment, AI Personalization, Autoencoders, Performance Tuning, Image Quality, Model Evaluation
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 计算机视觉, 面向对象编程(OOP), 软件设计, 计算机编程, Python 程序设计, 软件工程, 应用编程接口 (API), 图像分析, 统一模型语言, 集成开发环境, Jupyter
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 卷积神经网络, 无监督学习, 信息隐私, 生成对抗网络 (GAN), PyTorch(机器学习库), 数据伦理, 图像分析, 数据综合, 生成式人工智能, 负责任的人工智能
中级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Image Analysis, Deep Learning, Keras (Neural Network Library), Model Evaluation, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Computer Vision, Applied Machine Learning, Machine Learning, Python Programming, Matplotlib, Data Science
中级 · 指导项目 · 不超过 2 小时

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

您将获得的技能: Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Computer Vision, Tensorflow, Data Preprocessing, Deep Learning, Embeddings, Model Deployment, Applied Machine Learning, Python Programming, Supervised Learning, NumPy, Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 监督学习, 嵌入, 降维, 文本挖掘, 分类算法, 功能工程, 统计机器学习, 自然语言处理, Machine Learning 方法, 概率与统计
中级 · 课程 · 1-4 周