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Results for "ml+deployment+challenges"
- Status: Free
DeepLearning.AI
Skills you'll gain: Penetration Testing, Vulnerability Assessments, Security Testing, Vulnerability Management, Threat Modeling, Cyber Security Assessment, Application Security
Duke University
Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Microsoft Azure, Exploratory Data Analysis, Data Pipelines, Amazon Web Services, Feature Engineering, Cloud Solutions, Data Analysis, Cloud Development, Applied Machine Learning, Predictive Modeling, Application Deployment, Serverless Computing, Amazon S3, Machine Learning, Machine Learning Algorithms
Illinois Tech
Skills you'll gain: Virtual Machines, Cloud Computing, Virtualization, Cloud Services, Mobile Security, Cloud Infrastructure, Computer Hardware, Wireless Networks, Operating Systems, Containerization, Android (Operating System), Apple iOS
Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Data Quality, Technical Management, Applied Machine Learning, Data Processing, Software Development Life Cycle, Machine Learning, Data Cleansing, Technology Solutions, Data Collection, Data Science, Systems Architecture, System Design and Implementation, Continuous Monitoring, Software Versioning
DeepLearning.AI
Skills you'll gain: Software Documentation, Test Automation, Software Testing, Technical Documentation, Dependency Analysis, Software Development Tools, Debugging, Development Environment, Code Review, Maintainability, Generative AI, Software Engineering, Application Security
Duke University
Skills you'll gain: Microsoft Azure, OpenAI, Risk Management Framework, MLOps (Machine Learning Operations), Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Software Architecture, Platform As A Service (PaaS), Semantic Web, Generative AI, Application Deployment, Cloud Services, Information Architecture, Artificial Intelligence, Systems Architecture, Query Languages, Natural Language Processing, Containerization, Application Programming Interface (API), Python Programming
Duke University
Skills you'll gain: Cloud-Native Computing, Cloud Platforms, Application Deployment, Microservices, Cloud Computing, DevOps, Kubernetes, Continuous Delivery, Containerization, Amazon Web Services, Serverless Computing, Virtual Machines, Performance Testing, System Monitoring, Docker (Software), Flask (Web Framework), Python Programming
Georgia Institute of Technology
Skills you'll gain: Cloud Applications, Cloud Development, Cloud-Native Computing, Software-Defined Networking, Cloud Computing, Cloud Infrastructure, Distributed Computing, Application Development, Cloud Management, Virtualization, Virtual Machines, Cloud Computing Architecture, Network Performance Management, Data Store, Software Systems, Network Architecture, Multi-Tenant Cloud Environments, Network Infrastructure, Computer Networking, Data Centers
Skills you'll gain: Unsupervised Learning, Generative AI, Supervised Learning, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, OpenAI, Predictive Modeling, Machine Learning Algorithms, Image Analysis, Artificial Intelligence, Artificial Neural Networks, Machine Learning, Feature Engineering, Unstructured Data, Business Logic, ChatGPT, Dimensionality Reduction, Data Modeling
Skills you'll gain: Kubernetes, Microsoft Azure, Docker (Software), Azure Active Directory, YAML, Containerization, Application Deployment, Cloud Security, General Networking, Network Infrastructure, Command-Line Interface
- Status: Free
Coursera Instructor Network
Skills you'll gain: Application Deployment, Application Development, Data Ethics, Artificial Intelligence, Generative AI, Development Environment, Applied Machine Learning, Deep Learning, Application Security
- Status: Free
Skills you'll gain: Generative AI, Application Development, Google Cloud Platform, Artificial Intelligence, Natural Language Processing, Performance Tuning
In summary, here are 10 of our most popular ml+deployment+challenges courses
- Red Teaming LLM Applications:Â DeepLearning.AI
- MLOps Platforms: Amazon SageMaker and Azure ML:Â Duke University
- Mobile Computing and Cloud:Â Illinois Tech
- Managing Machine Learning Projects:Â Duke University
- Team Software Engineering with AI:Â DeepLearning.AI
- Operationalizing LLMs on Azure:Â Duke University
- Cloud Virtualization, Containers and APIs:Â Duke University
- System Issues in Cloud Computing:Â Georgia Institute of Technology
- AI and Machine Learning Algorithms and Techniques:Â Microsoft
- Deploy containers by using Azure Kubernetes Service:Â Microsoft