Apache Spark courses can help you learn data processing, real-time analytics, machine learning basics, and big data management. You can build skills in distributed computing, data transformation, and creating data pipelines. Many courses introduce tools like Spark SQL, MLlib for machine learning, and GraphX for graph processing, showing how these skills are applied to analyze large datasets and optimize data workflows.

Skills you'll gain: Feature Engineering, MLOps (Machine Learning Operations), Responsible AI, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Data Preprocessing, Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Data Migration, Apache Airflow, Model Evaluation, Data Lakes, Scikit Learn (Machine Learning Library), Cloud Computing
Intermediate · Professional Certificate · 3 - 6 Months

University of California San Diego
Skills you'll gain: Data Modeling, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Data Processing, Apache Hadoop, Data Structures, Scalability, Virtual Environment
Mixed · Course · 1 - 3 Months

Skills you'll gain: NoSQL, MongoDB, Databases, Apache Cassandra, Distributed Computing, Database Management, Database Architecture and Administration, IBM Cloud, Query Languages, Data Modeling, JSON, Scalability, Data Manipulation
Beginner · Course · 1 - 3 Months

Yonsei University
Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Database Management Systems, Big Data, Apache Hadoop, PostgreSQL, Network Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Ideation, Adobe Firefly, Target Audience, Creative Problem-Solving, Conceptual Design, Creative Thinking, Brainstorming, Creativity, Communication, Design Thinking, Adobe Express, Visual Design, Storyboarding, Entrepreneurship, Value Propositions, Generative AI, Prototyping, Problem Solving, Adobe Creative Cloud, Market Opportunities
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Dataflow, Data Pipelines, Model Deployment, Tensorflow, Data Lakes, Data Warehousing, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Infrastructure, Unstructured Data, Data Processing, Apache Spark, Systems Design, Analytics, Data Architecture, Database Development, Apache Hadoop, Cloud Storage, Big Data
Intermediate · Professional Certificate · 3 - 6 Months

Illinois Tech
Skills you'll gain: NoSQL, Big Data, Apache Hadoop, Apache Spark, Data Infrastructure, Real Time Data, Apache Kafka, Data Management, Apache Cassandra, Apache Hive, Data Lakes, MongoDB, Databases, Data Ethics, Distributed Computing, Data Processing, Informatics, Cloud Computing, Software Design Patterns, Data Storage
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Apache Spark, Google Cloud Platform, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Adobe Firefly, Adobe Express, Responsible AI, Creativity, Generative AI, Creative Thinking, Adobe Creative Cloud, Innovation, AI Workflows, Design Software, Artificial Intelligence, Prompt Engineering, Communication, Content Creation, Storytelling, Visual Design, Collaboration, Problem Solving, Adaptability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Google Cloud Platform, Real Time Data, Data Pipelines, Data Warehousing, Extract, Transform, Load, Model Deployment, Big Data, Data Transformation, Tensorflow, Dashboard, Data Lakes, Apache Spark, Data Processing, Workflow Management, PySpark, Applied Machine Learning, Data Preprocessing, Cloud Engineering, Unstructured Data
Intermediate · Specialization · 3 - 6 Months

Cloudera
Skills you'll gain: Database Design, SQL, Apache Hive, Relational Databases, Databases, Database Management, Big Data, Database Systems, Amazon Web Services, MySQL, Data Management, Amazon S3, Apache Hadoop, Data Storage, NoSQL, Operational Databases, Data Warehousing, Cloud Storage, Performance Tuning, Data Analysis
Beginner · Specialization · 3 - 6 Months