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Explore the Big Data Course Catalog
- Status: Free Trial
Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Unsupervised Learning, Tensorflow, Application Deployment, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Dashboard, Unit Testing, Artificial Neural Networks, Data Science, Machine Learning, Python Programming
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Data Architecture, Web Applications, Software Architecture, Systems Architecture, Software Engineering, Functional Requirement, Databases, Distributed Computing, Acceptance Testing, Application Deployment, Application Development, Software Testing, System Design and Implementation, Unit Testing, Big Data, Scalability, Restful API, Data Analysis
- Status: Free Trial
Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Systems Design, Tensorflow, Hybrid Cloud Computing, Google Cloud Platform, Systems Architecture, Performance Tuning, Applied Machine Learning, Machine Learning, Distributed Computing, Scalability, Data Pipelines
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Service Level, Software Engineering, Software Architecture, Data Architecture, Distributed Computing, Microservices, Transaction Processing, Software Design, Database Systems, Blockchain, Maintainability, Big Data, Data Structures, Test Driven Development (TDD), Continuous Integration, System Monitoring
- Status: Free Trial
Skills you'll gain: PyTorch (Machine Learning Library), Keras (Neural Network Library), Image Analysis, Data Manipulation, Deep Learning, Verification And Validation, Data Processing, Predictive Modeling, Applied Machine Learning, Computer Vision, Scientific Visualization, Artificial Neural Networks
- Status: Free Trial
Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Containerization, CI/CD, Docker (Software), Microsoft Azure, Cloud Computing, Cloud Applications, Machine Learning Software, Development Environment, GitHub, Application Programming Interface (API)
Columbia University
Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, Estimation, Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design, Program Evaluation, Decision Making
- Status: Free Trial
Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Data Visualization, Data Visualization Software, Data Presentation, Data Transformation, Data Ethics, Tableau Software, Data Manipulation, Data Cleansing, Data Analysis, Stakeholder Communications, Matplotlib, Pandas (Python Package), Jupyter, Data Validation, Python Programming
- Status: Free Trial
Google Cloud
Skills you'll gain: Natural Language Processing, Large Language Modeling, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Cloud API, Cloud Solutions, Feature Engineering, Application Programming Interface (API)
- Status: Free
Princeton University
Skills you'll gain: Combinatorics, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Data Structures, Advanced Mathematics, Mathematical Modeling, Probability
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Emerging Technologies, Digital Communications, Encryption, Theoretical Computer Science, Cryptography, Linear Algebra, Computational Thinking, Information Technology, Physics, Simulations, Mathematical Modeling
- Status: Free Trial
Stanford University
Skills you'll gain: Bayesian Network, Graph Theory, Probability Distribution, Statistical Modeling, Markov Model, Decision Support Systems, Probability & Statistics, Network Analysis, Applied Machine Learning, Natural Language Processing
In summary, here are 10 of our most popular big data courses
- IBM AI Enterprise Workflow: IBM
- Applications of Software Architecture for Big Data: University of Colorado Boulder
- Production Machine Learning Systems: Google Cloud
- Fundamentals of Software Architecture for Big Data: University of Colorado Boulder
- AI Capstone Project with Deep Learning : IBM
- MLOps Tools: MLflow and Hugging Face: Duke University
- Causal Inference: Columbia University
- Go Beyond the Numbers: Translate Data into Insights: Google
- Natural Language Processing on Google Cloud: Google Cloud
- Analysis of Algorithms: Princeton University