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。

Columbia University
您将获得的技能: 色彩理论, 计算机视觉, 图像质量, 半导体, 计算机显示器, 计算机图形学, 摄影, 图像分析, 数字信号处理
初级 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Logistic Regression, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Supervised Learning, Data Modeling, Analytics, Analysis, Data Analysis, Business Metrics, Feature Engineering, Advanced Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Data Visualization, Exploratory Data Analysis
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 机器学习, 数据预处理, ChatGPT, Keras(神经网络库), 人工神经网络, Python 程序设计, 性能调整, 应用机器学习, Machine Learning 方法, 张力流, 数据导入/导出, 图像分析, Model Evaluation
中级 · 指导项目 · 不超过 2 小时

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

Columbia University
您将获得的技能: Algorithm, 计算机视觉, 深度学习, 无监督学习, 人工神经网络, 机器学习算法, 图论, 降维, 图像分析, Machine Learning 方法
初级 · 课程 · 1-3 个月

您将获得的技能: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, Unsupervised Learning, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction
中级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis
中级 · 课程 · 1-4 周

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

Simplilearn
您将获得的技能: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Python Programming
初级 · 课程 · 1-4 周

Columbia University
您将获得的技能: Algorithm, 计算机视觉, 计算机图形学, 线性代数, 机器学习算法, 图像分析
初级 · 课程 · 1-3 个月

您将获得的技能: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Data Preprocessing, Model Evaluation, Performance Tuning, Data Collection, Software Installation
初级 · 课程 · 3-6 个月