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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
Skills you'll gain: Tensorflow, Google Cloud Platform, Scripting, Artificial Neural Networks, Machine Learning, Supervised Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Development Environment
- Status: Free
DeepLearning.AI
Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Generative AI, Data Pipelines, Software Versioning, Data Processing, Data Ethics, Data Transformation, Application Deployment, Artificial Intelligence, Supervised Learning
University of Colorado Boulder
Skills you'll gain: Project Design, Machine Learning Algorithms, Product Planning, Data Analysis, Data Processing, File Systems, Data Storage Technologies, Internet Of Things, Big Data, Machine Learning, Technical Documentation, User Requirements Documents, Feature Engineering, Data Storage, Supervised Learning, Unsupervised Learning, System Requirements
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
- Status: Free
Fred Hutchinson Cancer Center
Skills you'll gain: Artificial Intelligence, Project Management Software, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Usability, Feasibility Studies, Needs Assessment, Technology Solutions, Project Planning, Strategic Decision-Making, Data Quality, User Interface (UI), Resource Planning
- Status: Free
Amazon Web Services
Skills you'll gain: Applied Machine Learning, Machine Learning, MLOps (Machine Learning Operations), Technology Roadmaps, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Solutions, Organizational Strategy, Organizational Change, Feasibility Studies, System Requirements, Solution Design
Politecnico di Milano
Skills you'll gain: Machine Learning Methods, Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Reinforcement Learning, Dimensionality Reduction, Algorithms, Classification And Regression Tree (CART), Regression Analysis
- Status: Free
Amazon Web Services
Skills you'll gain: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Applied Machine Learning, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Program Evaluation, Business Leadership, Strategic Leadership, Project Planning
Google Cloud
Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Tensorflow, Systems Architecture, Cloud Computing Architecture, Applied Machine Learning, Performance Tuning, Kubernetes, Machine Learning, Distributed Computing, Scalability, Hybrid Cloud Computing, Data Pipelines, Statistical Inference, Debugging
Johns Hopkins University
Skills you'll gain: Team Management, Team Building, Project Management, Agile Methodology, Risk Mitigation, Project Design, Stakeholder Management, Risk Analysis, Project Management Life Cycle, Data Ethics, Risk Management, Artificial Intelligence, Workforce Management, Scalability, Change Management, Budget Management, Ethical Standards And Conduct
University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Statistical Modeling, Supervised Learning, Statistics, Machine Learning, Data Processing, Artificial Intelligence, Artificial Neural Networks, Algorithms, Theoretical Computer Science, Machine Learning Algorithms, Computational Thinking
In summary, here are 10 of our most popular workflow+of+machine+learning+projects courses
- MLOps Platforms: Amazon SageMaker and Azure ML:Â Duke University
- Learning TensorFlow: the Hello World of Machine Learning:Â Google Cloud
- LLMOps:Â DeepLearning.AI
- Project Planning and Machine Learning:Â University of Colorado Boulder
- AI and Machine Learning Algorithms and Techniques:Â Microsoft
- Determining AI Needs:Â Fred Hutchinson Cancer Center
- Machine Learning Essentials for Business and Technical Decision Makers:Â Amazon Web Services
- Machine Learning: an overview:Â Politecnico di Milano
- Planning a Machine Learning Project:Â Amazon Web Services
- Production Machine Learning Systems - Español: Google Cloud