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University of Pennsylvania
Skills you'll gain: Generative AI, Big Data, Machine Learning, Tensorflow, Artificial Intelligence, Deep Learning, Algorithms, Process Optimization, Data Analysis, Artificial Neural Networks, Natural Language Processing, Automation
Skills you'll gain: Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Data Infrastructure, MLOps (Machine Learning Operations), Data Cleansing, Artificial Intelligence, Continuous Deployment, Data Security, Application Frameworks, Machine Learning, Applied Machine Learning, Data Pipelines, Scalability, Version Control
Coursera Project Network
Skills you'll gain: Applied Machine Learning, Classification And Regression Tree (CART), Predictive Modeling, Microsoft Azure, Machine Learning, Predictive Analytics, Feature Engineering, Data Processing, Data Cleansing, Application Deployment, Exploratory Data Analysis
Skills you'll gain: Google Cloud Platform, Unstructured Data, MLOps (Machine Learning Operations), Tensorflow, Applied Machine Learning, Big Data, Cloud API, Jupyter, Machine Learning, Natural Language Processing, Artificial Intelligence
Edureka
Skills you'll gain: Natural Language Processing, Deep Learning, Predictive Modeling, Text Mining, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Tensorflow, Supervised Learning, Artificial Neural Networks, Reinforcement Learning
Duke University
Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Data Ethics, Data Management, Unsupervised Learning, Human Computer Interaction, User Experience Design, Classification And Regression Tree (CART), Data Quality, Human Centered Design, Machine Learning, Human Factors, Regression Analysis, Technical Management, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Artificial Neural Networks, Computer Vision, Data Processing, Personally Identifiable Information
Google Cloud
Skills you'll gain: Natural Language Processing, MLOps (Machine Learning Operations), Tensorflow, Reinforcement Learning, Computer Vision, Google Cloud Platform, Keras (Neural Network Library), Systems Design, Image Analysis, Hybrid Cloud Computing, Applied Machine Learning, Systems Architecture, Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms, Distributed Computing, Unsupervised Learning
- Status: Free
Amazon Web Services
Skills you'll gain: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Cloud Management, Machine Learning, Applied Machine Learning, Cloud Development, Predictive Modeling
Imperial College London
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Statistical Analysis, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Python Programming, Derivatives
DeepLearning.AI
Skills you'll gain: Applied Mathematics, Calculus, NumPy, Machine Learning, Jupyter, Python Programming, Artificial Neural Networks, Deep Learning, Visualization (Computer Graphics), Derivatives
Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Data Analysis, Applied Machine Learning, Statistical Analysis, Data Presentation, Machine Learning, Scikit Learn (Machine Learning Library), Python Programming, Tensorflow, Regression Analysis, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Web Applications
University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Dimensionality Reduction, Applied Machine Learning, Decision Tree Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Matplotlib, Statistical Machine Learning, Random Forest Algorithm, Predictive Modeling, Statistical Visualization, Python Programming, Computer Vision, Image Analysis, Artificial Neural Networks, Machine Learning, Data Science
In summary, here are 10 of our most popular machine+learning+and+big+data+analytics courses
- AI Fundamentals for Non-Data Scientists:Â University of Pennsylvania
- Foundations of AI and Machine Learning:Â Microsoft
- Machine Learning Pipelines with Azure ML Studio:Â Coursera Project Network
- Smart Analytics, Machine Learning, and AI on GCP en Español: Google Cloud
- Machine Learning and NLP Basics:Â Edureka
- AI Product Management:Â Duke University
- Advanced Machine Learning on Google Cloud:Â Google Cloud
- Developing Machine Learning Solutions:Â Amazon Web Services
- Mathematics for Machine Learning: Multivariate Calculus:Â Imperial College London
- Calculus for Machine Learning and Data Science:Â DeepLearning.AI