神经网络课程可以帮助您学习架构设计、反向传播、激活函数和优化技术的基础知识。您可以掌握训练模型、调整超参数和评估性能指标的技能。许多课程介绍了 TensorFlow 和 PyTorch 等工具,这些工具支持在图像识别、自然语言处理和预测分析等实际应用中实现神经网络。

Northeastern University
您将获得的技能: Large Language Modeling, Natural Language Processing, PyTorch (Machine Learning Library), Artificial Neural Networks, Machine Learning Methods, Deep Learning, Applied Machine Learning, Statistical Machine Learning, Algorithms
混合 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Natural Language Processing, Artificial Intelligence, Artificial Neural Networks, Deep Learning, Machine Learning, Unstructured Data, Supervised Learning, Linear Algebra, Probability Distribution
混合 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 图论, 机器学习, 无监督学习, 监督学习, 人工智能和机器学习(AI/ML), 应用机器学习, 计划发展, 医疗保健, 计算机视觉, 深度学习, 预测建模, PyTorch(机器学习库), 生成模型架构, 医学科学与研究, 张力流, 图像分析, 大数据, 人工神经网络, Machine Learning 方法, 健康信息学
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: Artificial Neural Networks, Deep Learning, Matplotlib, Linear Algebra, Image Analysis, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Pandas (Python Package), Seaborn, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Applied Machine Learning, Tensorflow, Data Analysis, Supervised Learning, Python Programming, Artificial Intelligence, Machine Learning
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 无监督学习, 机器学习, 信息隐私, 深度学习, 计算机视觉, 生成式人工智能, 数据伦理, PyTorch(机器学习库), 图像分析, 生成模型架构, 数据综合, 性能测试, 人工神经网络, 图像质量, 负责任的人工智能
中级 · 专项课程 · 1-3 个月

您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Generative AI, Keras (Neural Network Library), NumPy, Data Processing, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Generative Model Architectures, Development Environment, Pandas (Python Package), Image Analysis, Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Artificial Intelligence, Machine Learning, Data Science
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 机器学习, 数据处理, 计算机视觉, 监督学习, 深度学习, 应用机器学习, 张力流, 预测建模, Keras(神经网络库), 图像分析, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: Supervised Learning, Computer Vision, Machine Learning Methods, Matplotlib, Data Visualization, Probability & Statistics, Deep Learning, Statistical Machine Learning, Artificial Intelligence, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Machine Learning, Seaborn, Data Science, Programming Principles, Python Programming, Applied Machine Learning, Statistical Inference
中级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Deep Learning, Supervised Learning, Image Analysis, Artificial Neural Networks, Machine Learning Methods, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Time Series Analysis and Forecasting
中级 · 课程 · 1-3 个月

您将获得的技能: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Image Analysis, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, NumPy
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

LearnQuest
您将获得的技能: 回归分析, 机器学习, 监督学习, 深度学习, 预测建模, Python 程序设计, 人工神经网络, 随机森林算法, Keras(神经网络库), Scikit-learn (机器学习库), 张力流, 分类与回归树 (CART)
中级 · 课程 · 1-4 周