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。

Edge Impulse
您将获得的技能: 数据分析, 模型评估, 机器学习, 深度学习, 计算机编程, 人工智能和机器学习(AI/ML), 数据伦理, 数字信号处理, Model Evaluation, 卷积神经网络, 嵌入式软件, 嵌入式系统, 功能工程, 数据预处理, 人工神经网络, 模型部署, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Data Preprocessing, Python Programming, Recurrent Neural Networks (RNNs), Reinforcement Learning
中级 · 课程 · 1-4 周

Coursera
中级 · 课程 · 1-3 个月

您将获得的技能: Dashboard, Data Transformation, Analytics, Data Presentation, Data Preprocessing, Data Analysis, Business Analytics, Statistical Analysis, Statistical Modeling, Data Quality, SPSS, Predictive Modeling, Workflow Management, Data Visualization Software, Regression Analysis, Artificial Neural Networks
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 应用数学, 深度学习, 微积分, 衍生产品, 数学建模, 可视化(计算机制图), 数值分析, Python 编程, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Transfer Learning, Large Language Modeling, Natural Language Processing, Vision Transformer (ViT), Deep Learning, PyTorch (Machine Learning Library), Tensorflow, Artificial Neural Networks, Embeddings, Computer Vision
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Financial Data, Financial Forecasting, Performance Metric, Financial Analysis, Credit Risk, Predictive Modeling, Real Time Data, Financial Statement Analysis, Continuous Monitoring, Applied Machine Learning, MLOps (Machine Learning Operations), Data Pipelines, Artificial Neural Networks, Automation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Software Documentation, Data Pipelines, Tensorflow, Model Evaluation, Apache Airflow, Systems Design, Cloud Computing Architecture, Transfer Learning, Unit Testing, Cloud Deployment, PyTorch (Machine Learning Library), API Design, Cloud Computing, Network Architecture, Deep Learning, Python Programming, Data Validation
中级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 生成对抗网络 (GAN), 生成式对抗网络(GANs), 模型评估, 机器学习, 迁移学习, Transfer Learning, 人工智能, 深度学习, 自动编码器, 无监督学习, 卷积神经网络, 降维, Model Evaluation, 机器学习方法, 人工神经网络, Keras(神经网络库), 递归神经网络 (RNN), 计算机视觉, 强化学习
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Tensorflow, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Machine Learning, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: PyTorch (Machine Learning Library), Model Deployment, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Deep Learning, Image Analysis, MLOps (Machine Learning Operations), Data Pipelines, Embeddings, Applied Machine Learning, Artificial Neural Networks, Model Evaluation, Software Visualization, Computer Vision, Data Preprocessing, Natural Language Processing, Machine Learning
中级 · 专业证书 · 1-3 个月

SkillUp
您将获得的技能: Clinical Documentation, Health Informatics, AI Security, Predictive Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Medical Privacy, Large Language Modeling, ChatGPT, Logistic Regression, Computer Vision
中级 · 课程 · 1-4 周