Deep Learning 课程可以帮助您学习神经网络、卷积网络和 Neural Network,以及它们在图像识别和自然语言处理中的应用。您可以掌握模型训练、超参数调整和性能评估方面的技能,这些技能对于开发有效的 AI 解决方案至关重要。许多课程都会介绍 TensorFlow 和 PyTorch 等工具,让您可以实现算法和优化模型,使您的学习体验与当前的行业实践密切相关。

Coursera
您将获得的技能: PyTorch (Machine Learning Library), Heat Maps, Image Analysis, Deep Learning, Artificial Neural Networks, Computer Vision
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Customer Analysis, Predictive Modeling, Data Processing, Feature Engineering, Predictive Analytics, Exploratory Data Analysis, Data Cleansing, Software Installation
混合 · 课程 · 1-4 周

您将获得的技能: Tensorflow, Deep Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Applied Machine Learning, Data Processing
混合 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Image Analysis, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Data Processing, Data Transformation
混合 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 数据操作, 应用数学, 数据科学, 降维, NumPy, 机器学习, Python 程序设计, 数据转换, 数学建模, Machine Learning 方法, 线性代数
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 回归分析, 机器学习算法, 预测建模, 监督学习, 统计推理, 数据访问, 探索性数据分析, 无监督学习, 数据科学, Scikit-learn (机器学习库), 机器学习, 统计假设检验, 降维, 应用机器学习, 数据清理, 数据质量, 统计建模, 功能工程, 数据分析, 分类与回归树 (CART)
中级 · 专项课程 · 3-6 个月

您将获得的技能: Anomaly Detection, Image Analysis, Computer Vision, Matlab, Unsupervised Learning, Deep Learning, Application Deployment, PyTorch (Machine Learning Library), Data Synthesis, Medical Imaging
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 回归分析, 人工智能, 监督学习, 预测建模, Scikit-learn (机器学习库), NumPy, 机器学习, Python 程序设计, Jupyter, 数据转换, 统计建模, 应用机器学习, 功能工程, 分类与回归树 (CART)
初级 · 课程 · 1-4 周

您将获得的技能: Shiny (R Package), Deep Learning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Classification And Regression Tree (CART), Unsupervised Learning, Predictive Modeling, Regression Analysis, Dimensionality Reduction, Network Architecture, Interactive Data Visualization, Time Series Analysis and Forecasting, Data Processing
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 监督学习, 张力流, 计算机视觉, 机器学习, 性能调整, 人工智能和机器学习(AI/ML), 应用机器学习, 图像分析, 人工神经网络, 深度学习
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Keras (Neural Network Library), Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Text Mining, Network Architecture, Data Processing
中级 · 课程 · 1-4 周

Pearson
您将获得的技能: PyTorch (Machine Learning Library), Tensorflow, Natural Language Processing, Image Analysis, Deep Learning, Computer Vision, Artificial Neural Networks, Machine Learning Methods, Time Series Analysis and Forecasting, Forecasting, Network Architecture
中级 · 课程 · 1-4 周