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。

Imperial College London
您将获得的技能: 概率分布, 抽样(统计), 深度学习, 自动编码器, 张力流, 贝叶斯统计, 应用机器学习, 生成模型架构, 无监督学习, 图像分析
高级设置 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 图论, 概率分布, 概率与统计, 模型评估, 抽样(统计), 决策支持系统, 机器学习算法, Machine Learning 方法, 统计建模, 统计方法, 贝叶斯统计, 贝叶斯网络, 应用机器学习, 计算思维, 机器学习, Algorithm, 马尔可夫模型, 网络分析, 网络模型, 统计推理
高级设置 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis
高级设置 · 课程 · 1-4 周

New York University
您将获得的技能: 衍生产品, 风险, 强化学习, 机器学习, 市场动态, 市场流动性, 金融市场, 金融, 金融建模, 金融交易, 信用风险, 市场数据
高级设置 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning
高级设置 · 专项课程 · 3-6 个月

University of Toronto
您将获得的技能: 机器控制, 自动化, 深度学习, 模拟, Networking 路由器, Machine Learning 方法, 估算, 交通流优化, 人工神经网络, 嵌入式软件, 安全保障, 控制系统, 机器人, 卷积神经网络, 计算机视觉, 全球定位系统, 硬件架构, 软件架构, 系统架构, 图像分析
高级设置 · 专项课程 · 3-6 个月

AI CERTs
您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Internet Of Things, Real Time Data, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Artificial Intelligence, Emerging Technologies, Generative AI, Wireless Networks, Generative AI Agents, Network Performance Management, Network Architecture, Digital Communications, Network Protocols, Computer Networking, System Design and Implementation, Communication
高级设置 · 专项课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 模型评估, 预测建模, 自动编码器, 卷积神经网络, Python 程序设计, 嵌入, 医学影像, 人工神经网络, 深度学习, 无监督学习, 模型部署, 应用机器学习, 健康信息学, 递归神经网络 (RNN), 降维, 图像分析
高级设置 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 个月

您将获得的技能: Exploitation techniques, Penetration Testing, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Event Monitoring, Vulnerability Management, Vulnerability, Continuous Monitoring, Data Security, Network Security, Analysis, Criminal Investigation and Forensics, System Monitoring, System Configuration, Network Monitoring, Bash (Scripting Language), Scripting, Linux, Python Programming
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: AI Orchestration, Model Deployment, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Security, Artificial Intelligence, Prompt Engineering, Generative AI, Product Support, OpenAI API, Retrieval-Augmented Generation
高级设置 · 课程 · 1-4 周