Deep Reinforcement Learning 课程可以帮助您学习强化学习、神经网络和策略梯度的原理。您可以掌握算法设计、奖励优化和环境模拟方面的技能。许多课程介绍了 TensorFlow 和 PyTorch 等工具,这些工具支持实现 AI 模型,以及在复杂环境中训练代理的技术。

Simplilearn
您将获得的技能: Reinforcement Learning, Artificial Intelligence, Tensorflow, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Deep Learning, Machine Learning, Applied Machine Learning, AI literacy, Data Ethics, Supervised Learning, Responsible AI, Unsupervised Learning, Model Training, Digital Transformation
初级 · 课程 · 1-4 周

您将获得的技能: Model Optimization, Model Training, Budgeting, Keras (Neural Network Library), Data Preprocessing, Failure Analysis, Root Cause Analysis, Process Improvement and Optimization, Performance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Large Language Modeling, Text Mining, Artificial Neural Networks, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Time Series Analysis and Forecasting, Network Architecture
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 深度学习, 模型优化, 计算机编程, 应用数学, 微积分, 机器学习, 数据可视化, 机器学习方法, Python 编程, 数学建模, 衍生产品, 人工神经网络, 数值分析, 应用机器学习
中级 · 课程 · 1-4 周

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

您将获得的技能: Data Preprocessing, Data Processing, Model Optimization, Recurrent Neural Networks (RNNs), Model Training, Data Transformation, Financial Forecasting, Feature Engineering, Model Evaluation, Statistical Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Forecasting, Predictive Analytics, Artificial Neural Networks, Development Environment
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 深度学习, 模型培训, 微调, 迁移学习, 图像分析, 张力流, Transfer Learning, 卷积神经网络, 数据预处理, 网络架构, 嵌入, 计算机视觉, 人工神经网络, 应用机器学习
中级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Reinforcement Learning, Agentic systems, Artificial Intelligence, Decision Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning, Unsupervised Learning, Markov Model
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 深度学习, 模型培训, 微调, 模型优化, 人工智能, 地理空间信息与技术, 迁移学习, 机器学习, PyTorch(机器学习库), Keras(神经网络库), Model Evaluation, Transfer Learning, 数据管道, Python 编程, 卷积神经网络, 模型评估, 视觉转换器(ViT), 数据预处理, 计算机视觉
高级设置 · 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

University of Alberta
您将获得的技能: 模型培训, 模型优化, 功能工程, 系统开发, 机器学习, 算法, 马尔可夫模型, Algorithm, Model Evaluation, 机器学习方法, 机器学习算法, 强化学习, 模型评估, 性能调整, 解决方案架构, 代理系统, 人工神经网络
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Large Language Modeling, Model Optimization, Recurrent Neural Networks (RNNs), Natural Language Processing, Prompt Engineering, Model Training, LLM Application, Artificial Neural Networks, Transfer Learning, Deep Learning, Embeddings, Fine-tuning, Generative AI, Artificial Intelligence
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中级 · 课程 · 1-4 周