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Explore the Big Data Course Catalog
- Status: Free Trial
Imperial College London
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Machine Learning Algorithms, Data Science, Algorithms, Data Manipulation, Python Programming
- Status: Free Trial
University of Washington
Skills you'll gain: Regression Analysis, Applied Machine Learning, Feature Engineering, Machine Learning, Image Analysis, Unsupervised Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Bayesian Statistics, Statistical Modeling, Artificial Intelligence, Deep Learning, Data Mining, Computer Vision, Statistical Machine Learning, Predictive Analytics, Text Mining, Machine Learning Algorithms, Big Data
- Status: Preview
Skills you'll gain: Data Governance, Governance, Data Management, Compliance Management, Data Architecture, General Data Protection Regulation (GDPR), Data Strategy, Regulatory Compliance, Data Security, Cloud Security, Metadata Management, Information Management, Regulatory Requirements, Data Integrity, Data Quality, Data Access, Cloud Computing, Risk Management
- Status: Free Trial
DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Ethics, Machine Learning, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Deep Learning, Anomaly Detection, Dimensionality Reduction, Algorithms
- Status: Free Trial
Skills you'll gain: Large Language Modeling, Generative AI, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Text Mining, Prompt Engineering, Artificial Intelligence, Deep Learning, Data Processing
- Status: NewStatus: Free TrialStatus: AI skills
Skills you'll gain: Test Planning, Data Storytelling, Business Analysis, Business Process Modeling, Stakeholder Analysis, Process Optimization, Data Visualization, Requirements Management, Systems Design, Stakeholder Management, Systems Analysis, Database Design, Data Modeling, Stakeholder Engagement, Behavior-Driven Development, Information Technology, Computer Hardware, Process Analysis, Database Management, Agile Methodology
- Status: Free Trial
Skills you'll gain: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Presentation, Data Integration, Data Infrastructure, Data Warehousing, Data Processing, Data Import/Export, Stored Procedure, SQL, Data Analysis, Command-Line Interface
- Status: Free Trial
University of Michigan
Skills you'll gain: Data Processing, Data Visualization, Data Cleansing, Data Collection, Data Visualization Software, Data Manipulation, Python Programming, Exploratory Data Analysis, Algorithms, Data Analysis, Web Scraping, Database Management
- Status: Free Trial
University of California, Santa Cruz
Skills you'll gain: C++ (Programming Language), Go (Programming Language), Debugging, C (Programming Language), C and C++, Data Structures, Object Oriented Programming (OOP), Software Design Patterns, Code Review, Computer Programming, Unit Testing, Command-Line Interface, Data-oriented programming, Programming Principles, Integrated Development Environments, Algorithms, Graph Theory, Software Testing, Computer Science, File Systems
- Status: Free Trial
Amazon Web Services
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon DynamoDB, Amazon Web Services, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Amazon Elastic Compute Cloud, Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Data Migration, Cloud Storage, Software Architecture, API Gateway, Cloud Management, Cloud Infrastructure, Cloud Security, Data Import/Export
- Status: Free Trial
University of California, Santa Cruz
Skills you'll gain: C++ (Programming Language), Debugging, C (Programming Language), C and C++, Object Oriented Programming (OOP), Software Design Patterns, Code Review, Data Structures, Computer Programming, Algorithms, Command-Line Interface, Data-oriented programming, Programming Principles, Graph Theory, Computer Science, Computational Thinking, Artificial Intelligence, Integrated Development Environments, Software Technical Review, Game Design
- Status: Free TrialStatus: AI skills
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Marketing Analytics, Bayesian Statistics, Data Visualization, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, Target Audience, Marketing Strategies, Data Cleansing, Pandas (Python Package), Data Modeling, Data Analysis, Data Visualization Software, A/B Testing, Data Collection, Marketing, Interviewing Skills
In summary, here are 10 of our most popular big data courses
- Mathematics for Machine Learning: Linear Algebra: Imperial College London
- Machine Learning: University of Washington
- Fundamentals of Data Governance: Edureka
- Unsupervised Learning, Recommenders, Reinforcement Learning: DeepLearning.AI
- Generative AI and LLMs: Architecture and Data Preparation: IBM
- IBM Systems Analyst: IBM
- Introduction to Modern Data Engineering with Snowflake: Snowflake
- Capstone: Retrieving, Processing, and Visualizing Data with Python: University of Michigan
- C, Go, and C++: A Comprehensive Introduction to Programming: University of California, Santa Cruz
- AWS Fundamentals: Amazon Web Services