Scala courses can help you learn functional programming, object-oriented design, concurrency, and data processing techniques. You can build skills in writing efficient code, leveraging type systems, and using libraries like Akka for building scalable applications. Many courses also cover tools such as Apache Spark for big data processing and Play Framework for web development, showing how these skills can be applied in real-world projects.

Skills you'll gain: Load Balancing, Cloud Infrastructure, Google Cloud Platform, Terraform, Infrastructure As A Service (IaaS), Infrastructure as Code (IaC), Cloud Engineering, Virtual Private Networks (VPN), General Networking, Cloud Services, Virtual Machines, Virtual Networking, Hybrid Cloud Computing, Managed Services, Scalability
Intermediate · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, File Systems, Data Processing, Software Architecture, Distributed Computing, Performance Tuning, Data Storage, System Configuration, Python Programming
Mixed · Course · 1 - 3 Months

Skills you'll gain: Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Model Deployment, Data Pipelines, Model Training, Cloud Deployment, Data Processing, Data Preprocessing, Data Cleansing, Data Transformation, Deep Learning, Scalability, Artificial Neural Networks, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Data Pipelines, Business Logic, Performance Tuning, Data Processing, Real Time Data, Pandas (Python Package), Google Cloud Platform, Data Transformation, Jupyter
Advanced · Course · 1 - 3 Months

Skills you'll gain: Apache Spark, Managed Services, Google Cloud Platform, Big Data, Apache Hadoop
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Real Time Data, Scalability, Data Pipelines, Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Apache Spark, Google Cloud Platform, Cloud Management, Cloud Computing, Distributed Computing, Package and Software Management
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Apache Spark, Apache Hadoop, Google Cloud Platform, Data Processing, Command-Line Interface, Cloud Management, Cloud Computing
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Model Evaluation, Apache Spark, Google Cloud Platform, Logistic Regression, Predictive Modeling, Big Data, Model Training, Data Preprocessing, Applied Machine Learning
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Apache Spark, Data Persistence, Big Data, Data Processing, Distributed Computing, Data Import/Export, Data Store, JSON, Data Transformation, Performance Tuning
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Apache Spark, Apache Hadoop, Data Lakes, Big Data, Linux Commands, Linux, File Systems, Data Management, Command-Line Interface, Data Processing, Software Installation, Distributed Computing, Scalability, System Configuration
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Virtual Machines, Google Cloud Platform, Microsoft Azure, Load Balancing, Cloud Engineering, Cloud Computing Architecture, Virtualization and Virtual Machines, Public Cloud, Cloud Platforms, Multi-Cloud, Cloud Infrastructure, Infrastructure As A Service (IaaS), Virtual Networking, Network Routing, Firewall
Intermediate · Course · 1 - 4 Weeks