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。

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 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

Pontificia Universidad Católica de Chile
您将获得的技能: Large Language Modeling, Database Design, Data Ethics, Customer Analysis, Descriptive Analytics, Revenue Management, FinTech, Spatial Data Analysis, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Predictive Analytics, Biostatistics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Governance, Matplotlib, Deep Learning, Bayesian Statistics
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Computer Vision, Reinforcement Learning, Project Management Life Cycle, Time Series Analysis and Forecasting, Strategic Decision-Making, Deep Learning, Portfolio Management, Marketing Analytics, MLOps (Machine Learning Operations), Simulations, Logistic Regression, Verification And Validation, Statistical Machine Learning, Transfer Learning, Descriptive Analytics, Operations Research
获得学位
学位 · 1-4 年

您将获得的技能: Star Schema, Snowflake Schema, Data Warehousing, Database Design, Data Pipelines, Transact-SQL, Stored Procedure, Extract, Transform, Load, CI/CD, Data Integration, Microsoft Azure, Performance Tuning, Data Transformation, Security Controls, Git (Version Control System), Scalability
中级 · 课程 · 1-3 个月
University of Colorado Boulder
您将获得的技能: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Embedded Software, Control Systems, File Systems, Usability Testing, Internet Of Things, Embedded Systems, Human Computer Interaction
提供的学分
研究生证书 · 6-12 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Network Analysis, Data Storytelling, Data Visualization, Data Presentation, Portfolio Management, Marketing Analytics, Product Marketing, Statistical Machine Learning, Marketing Management, Dashboard, Transfer Learning, Time Series Analysis and Forecasting, Advertising, Machine Learning, Operations Research, Statistical Analysis, Random Forest Algorithm, Pandas (Python Package), Network Model
提供的学分
MasterTrack · 6-12 个月
Universidad de Palermo
您将获得的技能: Key Performance Indicators (KPIs), Human Capital, Human Resource Strategy, Strategic Marketing, Employee Training, Talent Management, Marketing, Strategic Decision-Making, Human Resources Management and Planning, Enterprise Resource Planning, Organizational Strategy, Marketing Analytics, Strategic Leadership, Business Technologies, Business Process Management, Marketing Strategies, Process Management, Marketing Planning, Brand Strategy, Brand Management
提供的学分
MasterTrack · 6-12 个月

Universidad de los Andes
您将获得的技能: Real-Time Operating Systems, Semantic Web, LLM Application, Unsupervised Learning, Cloud-Native Computing, Model Evaluation, Continuous Deployment, Computer Vision, Reinforcement Learning, Project Closure, Deep Learning, Natural Language Processing, MLOps (Machine Learning Operations), Biomedical Engineering, Artificial Intelligence, Recurrent Neural Networks (RNNs), Responsible AI, Game Theory, Probability & Statistics, Model Deployment
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Large Language Modeling, Database Design, Customer Analysis, Descriptive Analytics, Revenue Management, FinTech, Model Evaluation, Spatial Data Analysis, Unsupervised Learning, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Predictive Analytics, Biostatistics, Social Determinants Of Health, Gerontology, Governance, Matplotlib, Deep Learning, Bayesian Statistics
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

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