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Explore the Big Data Course Catalog
- Status: Free Trial
Google Cloud
Skills you'll gain: Natural Language Processing, MLOps (Machine Learning Operations), Tensorflow, Large Language Modeling, 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, Kubernetes
- Status: Free Trial
Duke University
Skills you'll gain: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Data Transformation, SQL, Python Programming
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Acceptance Testing, Database Management, Web Applications, Microservices, Software Architecture, Software Engineering, Data Infrastructure, System Monitoring, Application Deployment, Application Development, Distributed Computing, Prototyping, Web Development, Requirements Elicitation, Test Automation, Unit Testing, Data Processing, Big Data, Data Analysis, Restful API
- Status: Preview
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
National Taiwan University
Skills you'll gain: Operations Research, Network Model, Statistical Machine Learning, Applied Mathematics, Mathematical Modeling, Machine Learning, Transportation Operations, Business Analytics, Process Optimization, Advanced Mathematics, Linear Algebra, Algorithms
- Status: Preview
Illinois Tech
Skills you'll gain: Pay Per Click Advertising, Digital Marketing, Web Analytics, Email Marketing, Paid media, Digital Advertising, Google Ads, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Google Analytics, Web Analytics and SEO, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media, Campaign Management, Search Engine Marketing
- 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, Big Data, Data Structures, Test Driven Development (TDD), System Monitoring
- 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
- Status: Free Trial
Google Cloud
Skills you'll gain: Reinforcement Learning, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Deep Learning, Applied Machine Learning, Unsupervised Learning, Artificial Neural Networks, Feature Engineering, Predictive Modeling, Data Processing
- Status: Free Trial
Stanford University
Skills you'll gain: Bayesian Network, Bayesian Statistics, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms, Computational Thinking
- Status: Free Trial
Skills you'll gain: Hardware Troubleshooting, Desktop Support, Network Troubleshooting, Computer Hardware, System Configuration, Network Administration, Computer Displays, Technical Support, Peripheral Devices, Data Storage
Coursera Project Network
Skills you'll gain: Data Pipelines, Big Data, Data Lakes, Microsoft Azure, Data Processing, Data Integration, Cloud Management, Cloud Services
In summary, here are 10 of our most popular big data courses
- Advanced Machine Learning on Google Cloud:Â Google Cloud
- Spark, Hadoop, and Snowflake for Data Engineering:Â Duke University
- Applications of Software Architecture for Big Data:Â University of Colorado Boulder
- Causal Inference:Â Columbia University
- Operations Research (3): Theory:Â National Taiwan University
- Digital Marketing:Â Illinois Tech
- Fundamentals of Software Architecture for Big Data:Â University of Colorado Boulder
- Probabilistic Graphical Models 1: Representation:Â Stanford University
- Recommendation Systems on Google Cloud:Â Google Cloud
- Probabilistic Graphical Models 2: Inference:Â Stanford University