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: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Bayesian Network, Machine Learning Methods, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Dimensionality Reduction, Network Architecture, Probability & Statistics
中级 · 课程 · 1-4 周

L&T EduTech
您将获得的技能: Python 程序设计, 人工智能, 数字化转型, 物联网, 自动化, 外围设备, 土木工程, 计算机视觉, 嵌入式系统, 实时数据, 机器学习算法, 无监督学习, 集成开发环境, 嵌入式软件, 应用机器学习, 无线网络, 深度学习, 图像分析, 机器学习, 计算机编程工具
中级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: PyTorch (Machine Learning Library), Natural Language Processing, Generative Adversarial Networks (GANs), Transfer Learning, Vision Transformer (ViT), Deep Learning, Unsupervised Learning, Embeddings, Convolutional Neural Networks, Applied Machine Learning, Supervised Learning, Model Evaluation, Model Deployment, Flask (Web Framework)
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: AI 个性化服务, 医学术语, 自然语言处理, 模型评估, 统计分析, 健康信息学, 文本挖掘, 临床试验, 应用机器学习, 治疗计划, 病人治疗, 深度学习, 数据分析, 机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Image Analysis, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Computer Vision, Artificial Neural Networks, Data Preprocessing, Data Processing, Regression Analysis
初级 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Model Evaluation, Apache Hadoop, Machine Learning Methods, Marketing Automation, Marketing Analytics, Digital Marketing, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Customer Insights, Advanced Analytics, Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Deep Learning, Predictive Analytics
初级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Data Collection, Machine Learning Algorithms, Convolutional Neural Networks, Model Deployment, Transfer Learning, Hugging Face
中级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 数据共享, 数据管理, 数据转换, 模型评估, MLOps(机器学习 Operator), 迁移学习, 数据管道, 数据导入/导出, 张力流, 性能调整, 摘录, 数据预处理, 数据处理
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 生成式人工智能, 内容营销, Prompt Engineering, 分析, 人工智能和机器学习(AI/ML), 商业营销, ChatGPT, 计划发展, 趋势分析, 企业战略, 实时数据, LLM 申请, OpenAI 应用程序接口, 技术路线图, 市场趋势, 大型语言模型, 人工神经网络
初级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Computer Vision, NumPy, Matplotlib, Convolutional Neural Networks, Deep Learning, Pandas (Python Package), Image Analysis, Python Programming, Artificial Neural Networks, Data Manipulation
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Image Analysis, Computer Vision, Deep Learning, Convolutional Neural Networks, Computer Graphics, Machine Learning Methods, Artificial Intelligence, Data Ethics, Microsoft Excel, Generative AI, Linear Algebra, Feature Engineering, Digital Signal Processing
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初级 · 课程 · 1-4 周