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University of Colorado Boulder
Skills you'll gain: Data Visualization, Data Storage, Process Driven Development, Machine Learning Algorithms, Internet Of Things, Big Data, Apache Hadoop, Data Cleansing, Data Validation, Machine Learning, Unsupervised Learning, Supervised Learning, Regression Analysis, Verification And Validation
Alberta Machine Intelligence Institute
Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Jupyter, Statistical Machine Learning, Decision Tree Learning, Machine Learning, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Business Solutions, Python Programming, Regression Analysis, Performance Analysis, Feature Engineering, Performance Measurement, Data Processing, Process Optimization, Data Transformation
CertNexus
Skills you'll gain: Data Analysis, Data Collection, Workflow Management, MLOps (Machine Learning Operations), Statistical Analysis, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Applied Machine Learning, Predictive Modeling, Machine Learning, Data Modeling, Application Deployment
Coursera Project Network
Skills you'll gain: Keras (Neural Network Library), Image Analysis, Data Processing, Data Manipulation, Visualization (Computer Graphics), Computer Vision, Deep Learning, Python Programming, Machine Learning
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
Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Containerization, CI/CD, Docker (Software), Microsoft Azure, Cloud Computing, Applied Machine Learning, GitHub, Application Programming Interface (API)
University of California San Diego
Skills you'll gain: Data Manipulation, Flask (Web Framework), Application Deployment, Django (Web Framework), Web Applications, Data Processing, Data Cleansing, Predictive Modeling, Machine Learning, Python Programming
Coursera Project Network
Skills you'll gain: Predictive Modeling, Applied Machine Learning, Data Analysis, Data Import/Export, Google Cloud Platform, Jupyter, Decision Tree Learning, Data Processing, Machine Learning, Random Forest Algorithm, Interactive Data Visualization, Data Visualization
LearnQuest
Skills you'll gain: Applied Machine Learning, Data Processing, Dimensionality Reduction, Data Cleansing, Scikit Learn (Machine Learning Library), Data Transformation, Classification And Regression Tree (CART), Artificial Neural Networks, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Deep Learning, Unsupervised Learning, Supervised Learning, Predictive Modeling
Skills you'll gain: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Scalability, Machine Learning, Technical Design, Amazon Elastic Compute Cloud, Cloud Computing, AWS Identity and Access Management (IAM), Cloud Security, Disaster Recovery, Data Security
Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Containerization, Rust (Programming Language), DevOps, Cloud Development, Google Cloud Platform, Applied Machine Learning, CI/CD, Cloud Computing, Generative AI, Python Programming, Serverless Computing, Application Frameworks, GitHub
Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Ethics, Artificial Intelligence, Machine Learning Methods, Scalability, Machine Learning, Distributed Computing, Tensorflow, Deep Learning, MLOps (Machine Learning Operations), Ethical Standards And Conduct, Capacity Management, Microsoft Azure, Information Privacy
In summary, here are 10 of our most popular workflow+of+machine+learning+projects courses
- Project Planning and Machine Learning: University of Colorado Boulder
- Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
- Follow a Machine Learning Workflow: CertNexus
- Build a Machine Learning Image Classifier with Python: Coursera Project Network
- MLOps Platforms: Amazon SageMaker and Azure ML: Duke University
- MLOps Tools: MLflow and Hugging Face: Duke University
- Deploying Machine Learning Models: University of California San Diego
- Interpretable Machine Learning Applications: Part 4: Coursera Project Network
- Machine Learning Models in Science: LearnQuest
- Machine Learning Implementation and Operations in AWS: Whizlabs