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Explore the Big Data Course Catalog
Skills you'll gain: NoSQL, Apache Hadoop, Apache Spark, MongoDB, PySpark, Machine Learning Methods, Apache Hive, Databases, Machine Learning Algorithms, Apache Cassandra, Big Data, Machine Learning, Generative AI, IBM Cloud, Applied Machine Learning, Kubernetes, Supervised Learning, Distributed Computing, Docker (Software), Database Management
University of California, Davis
Skills you'll gain: Data Ethics, Artificial Intelligence, Research, Natural Language Processing, Big Data, Research Methodologies, Social Sciences, Text Mining, Machine Learning, Data Mining, Data Analysis, Algorithms
Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Dashboard, MLOps (Machine Learning Operations), Big Data, Data Visualization Software, Data Processing, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Data Warehousing, Machine Learning, Feature Engineering
Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Jupyter, Data Ethics, Decision Tree Learning, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Python Programming
University of California San Diego
Skills you'll gain: Exploratory Data Analysis, Apache Spark, Big Data, Regression Analysis, Data Mining, Applied Machine Learning, Statistical Analysis, Machine Learning, Data Analysis, Data Transformation, Predictive Modeling, Data Cleansing, Supervised Learning
Universitat Autònoma de Barcelona
Skills you'll gain: Big Data, Applied Machine Learning, Virtual Machines, Data Science, Image Analysis, Data Processing, Data Analysis, Exploratory Data Analysis, Data Modeling, Machine Learning, Artificial Intelligence
Skills you'll gain: Artificial Intelligence, Generative AI, Data Ethics, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, ChatGPT, Governance, Machine Learning, Business Transformation, Ethical Standards And Conduct, Computer Vision, Emerging Technologies, Natural Language Processing
Skills you'll gain: Apache Spark, PySpark, Applied Machine Learning, Big Data, Machine Learning Methods, Statistical Machine Learning, Data Storage, Machine Learning Algorithms, Machine Learning, Distributed Computing, Data Processing, Data Transformation, Statistical Analysis
- Status: Free
Coursera Project Network
Skills you'll gain: Applied Machine Learning, Jupyter, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics
DeepLearning.AI
Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Continuous Deployment, Software Development Life Cycle, Machine Learning, Applied Machine Learning, Data Validation, Feature Engineering, Data Quality, Debugging, Continuous Monitoring, Data Pipelines
Google Cloud
Skills you'll gain: Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Google Cloud Platform, Machine Learning Algorithms, Data Analysis, Big Data, Regression Analysis, Data Processing, Sampling (Statistics), Performance Tuning
Google Cloud
Skills you'll gain: Google Cloud Platform, Machine Learning, Data Strategy, MLOps (Machine Learning Operations), Applied Machine Learning, Development Environment, Data Ethics, Artificial Intelligence, Computer Vision, Jupyter
In summary, here are 10 of our most popular big data courses
- NoSQL, Big Data, and Spark Foundations: IBM
- Big Data, Artificial Intelligence, and Ethics: University of California, Davis
- Google Cloud Big Data and Machine Learning Fundamentals: Google Cloud
- Machine Learning: DeepLearning.AI
- Machine Learning With Big Data: University of California San Diego
- Big Data: capstone project: Universitat Autònoma de Barcelona
- Introduction to Artificial Intelligence (AI): IBM
- Scalable Machine Learning on Big Data using Apache Spark: IBM
- Data Science Challenge: Coursera Project Network
- Machine Learning in Production: DeepLearning.AI