Recurrent Neural Network(循环神经网络)课程可以帮助您学习序列预测、时间序列分析和自然语言处理技术。您可以掌握设计和训练 RNN Architecture、优化模型性能和实施长短期记忆(LSTM)网络的技能。许多课程介绍了 TensorFlow 和 Keras 等工具,这些工具支持开发需要处理序列数据的 AI 应用程序,使您能够在实际场景中应用所学知识。

您将获得的技能: Model Evaluation, Convolutional Neural Networks, Model Training, Data Preprocessing, Image Analysis, Predictive Modeling, Deep Learning, Keras (Neural Network Library), Tensorflow, Data Processing, Model Optimization, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Transformation, Financial Forecasting, Applied Machine Learning, Feature Engineering, Statistical Visualization, Python Programming
初级 · 专项课程 · 1-3 个月

您将获得的技能: Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Model Training, Applied Machine Learning, Natural Language Processing, Performance Tuning
高级设置 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 深度学习, 微调, 马尔可夫模型, 降维, 递归神经网络 (RNN), 文本挖掘, 自然语言处理, 监督学习, 逻辑回归, 迁移学习, 功能工程, 张力流, Transfer Learning, 机器学习方法, 大型语言建模, 数据预处理, 嵌入, 分类算法, 人工神经网络, 统计机器学习, 应用机器学习
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, Deep Learning, Model Optimization, Model Training, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computer Vision, Recurrent Neural Networks (RNNs), Model Evaluation, Artificial Neural Networks, Natural Language Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Large Language Modeling, Fine-tuning, Model Evaluation, Recurrent Neural Networks (RNNs), Data Ethics, Responsible AI, Text Mining, Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Embeddings, Data Processing, Machine Learning, Data Analysis, Data Cleansing
中级 · 专项课程 · 3-6 个月

您将获得的技能: 自动编码器, 深度学习, 模型培训, 模型优化, 递归神经网络 (RNN), 自然语言处理, 迁移学习, 回归分析, 图像分析, 机器学习, Keras(神经网络库), Transfer Learning, 机器学习方法, 网络架构, 卷积神经网络, 人工神经网络, 应用机器学习
中级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Matplotlib, NumPy, Embeddings, Statistical Visualization, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Data Manipulation, Model Optimization, Machine Learning Methods, Pivot Tables And Charts, Linear Algebra, Deep Learning, Text Mining, Classification Algorithms, Markov Model, Unsupervised Learning, Data Preprocessing, Python Programming
初级 · 专项课程 · 3-6 个月

Pearson
您将获得的技能: Large Language Modeling, Deep Learning, Prompt Engineering, Image Analysis, Model Deployment, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Model Optimization, Tensorflow, LLM Application, Transfer Learning, Computer Vision, Fine-tuning, Responsible AI, Generative Model Architectures, Model Training, Natural Language Processing, Embeddings, Artificial Neural Networks
中级 · 专项课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Transfer Learning, Model Optimization, Tensorflow, Artificial Neural Networks, Applied Machine Learning, Embeddings, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Fine-tuning, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Natural Language Processing, Computer Vision, Model Training, Forecasting, Machine Learning, Text Mining
中级 · 专项课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Statistical Visualization, Pandas (Python Package), Model Training, Applied Machine Learning, Data Science, Artificial Intelligence, Machine Learning
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 深度学习, 模型培训, 生成式对抗网络(GANs), 信息隐私, 图像分析, PyTorch(机器学习库), 机器学习, 生成式人工智能, 数据综合, Model Evaluation, 生成模型架构, 图像质量, 模型评估, 卷积神经网络, 负责任的人工智能, 数据伦理
中级 · 专项课程 · 1-3 个月

您将获得的技能: 深度学习, 模型培训, 模型优化, 图像分析, PyTorch(机器学习库), Model Evaluation, 卷积神经网络, 模型评估, 分类算法, 应用机器学习, 人工神经网络, 人工智能和机器学习(AI/ML)
中级 · 课程 · 1-3 个月