Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.

Skills you'll gain: Model Deployment, Google Cloud Platform, Dataflow, Data Lakes, Data Pipelines, Apache Kafka, Real Time Data, Tensorflow, Big Data, Extract, Transform, Load, Apache Hadoop, Apache Spark, MLOps (Machine Learning Operations), Data Processing, Data Integration, Unstructured Data, Dashboard Creation, Data Warehousing, Metadata Management, Applied Machine Learning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Dataflow, Google Cloud Platform, Data Import/Export, Data Pipelines, Feature Engineering, Data Lakes, Data Store, Real Time Data, Dashboard Creation, Tensorflow, Extract, Transform, Load, Data Governance, Apache Kafka, Data Warehousing, Apache Spark, Dashboard, Data Storage Technologies, Data Infrastructure, Data Migration, Model Deployment
Intermediate · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: People Analytics, Descriptive Analytics, Data-Driven Marketing, Financial Statement Analysis, Business Analytics, Data-Driven Decision-Making, Customer Analysis, Financial Statements, Human Resource Strategy, Financial Analysis, Marketing Analytics, Human Resources Management and Planning, Analytics, Operational Efficiency, Predictive Analytics, Customer Insights, Financial Data, Operational Analysis, Peer Review, People Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Apache Hadoop, Apache, Data Infrastructure, NoSQL, Big Data, Database Management Systems, Databases, Unix Shell, Data Storage, Data Storage Technologies, Database Design, Software Installation, Data Access, Data Modeling, Data Persistence, Systems Integration, System Configuration, Command-Line Interface, Enterprise Application Management, Scalability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apache Hadoop, Big Data, Data Infrastructure, File Systems, Data Processing, Data Storage, Java, Systems Administration, Distributed Computing, File I/O, System Configuration, File Management, Metadata Management, Computing Platforms, Linux Commands
Mixed · Course · 1 - 3 Months

Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Database Development, Performance Tuning, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Management, Data Storage
Mixed · Course · 1 - 3 Months

Skills you'll gain: Site Reliability Engineering, Google Cloud Platform, Dataflow, Kubernetes, Real Time Data, Database Management, Big Data, Database Management Systems, CI/CD, Performance Tuning, Continuous Deployment, Data Pipelines, Databases, Cloud Engineering, Relational Databases, Containerization, Application Deployment, Data Processing, DevOps, Software Architecture
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Dataflow, Dashboard Creation, Data Pipelines, Data Engineering, Model Deployment, Data Warehousing, Data Lakes, Real Time Data, Data Preprocessing, Dashboard, Tensorflow, Cloud Engineering, Data Infrastructure, Model Training, Data Processing, Apache Spark, Big Data, Applied Machine Learning, Data Migration
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Deployment, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Dataflow, Dashboard Creation, Data Preprocessing, Data Infrastructure, Data Import/Export, Big Data, Data Warehousing, Data Architecture, Feature Engineering, Data Governance, Dashboard, Metadata Management, Extract, Transform, Load, Apache Spark, Tensorflow
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, JSON, Dashboard, SQL, Data Manipulation, Apache Spark, Dashboard Creation, Big Data, Data Management, Data Transformation, Data Architecture, Version Control
Intermediate · Guided Project · Less Than 2 Hours

Icahn School of Medicine at Mount Sinai
Skills you'll gain: Bioinformatics, Applied Machine Learning, Interactive Data Visualization, Supervised Learning, Machine Learning Methods, Data Visualization, Machine Learning, Informatics, Big Data, Data Science, Biostatistics, Data Integration, Precision Medicine, Medical Science and Research, Unsupervised Learning, Molecular Biology, Data Processing, Data Analysis, Metadata Management, Cell Biology
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)
Intermediate · Guided Project · Less Than 2 Hours