卷积神经网络课程可以帮助您学习图像分类、Object Detection 和 Feature Extraction 技术。您可以掌握优化神经网络 Architecture、实施数据 Augmentation 策略以及针对特定任务对模型进行微调的技能。许多课程介绍了 TensorFlow 和 Keras 等工具,这些工具支持构建和训练 CNN,以及评估模型性能和部署计算机视觉和 AI 驱动解决方案等领域应用的方法。

Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Data Processing, Big Data, Advanced Analytics, Analytics, Scalability, Performance Tuning
中级 · 课程 · 1-3 个月
Universidad de Palermo
您将获得的技能: Key Performance Indicators (KPIs), Human Resource Strategy, Human Capital, Leadership and Management, Strategic Marketing, Strategic Leadership, Marketing, Enterprise Resource Planning, Organizational Strategy, Human Resources Management and Planning, Talent Management, Marketing Management, Performance Measurement, Technology Strategies, Marketing Strategies, Business Technologies, Customer Relationship Management, Marketing Planning, Brand Strategy, Brand Management
提供的学分
MasterTrack · 6-12 个月
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月

Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
获得学位
学位 · 1-4 年

University of Leeds
您将获得的技能: Data Ethics, Regression Analysis, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Planning, Applied Machine Learning, Data Manipulation, Data Analysis, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)
获得学位
学位 · 1-4 年

Illinois Institute of Technology
您将获得的技能: Infrastructure As A Service (IaaS), Cloud-Native Computing, Operating System Administration, Open Source Technology, Cloud Security, Virtualization, Platform As A Service (PaaS), Linux, Package and Software Management, Containerization, Serverless Computing, Cloud Infrastructure, Web Development, Network Security, Shell Script, Identity and Access Management, Linux Administration, Cloud Computing, Microsoft Windows, Test Driven Development (TDD)
获得学位
学位 · 1-4 年

IIT Guwahati
您将获得的技能: Package and Software Management, Time Series Analysis and Forecasting, Relational Databases, Data Structures, Linear Algebra, Data Warehousing, Database Management, Data Visualization, Cloud Computing Architecture, Model Evaluation, Social Network Analysis, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Matplotlib, Econometrics, R Programming
获得学位
学位 · 1-4 年

DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), 图像质量, 无监督学习, 模型评估, 负责任的人工智能, PyTorch(机器学习库), 机器学习, 生成式人工智能, 数据伦理, 生成模型架构
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 迁移学习, 生成式人工智能, 模型部署, 拥抱的脸, 性能调整, 大型语言模型
初级 · 项目 · 不超过 2 小时