Data Processing Courses and Certifications

Automating Data Cleaning with Python

Master Python automation techniques for efficient data cleaning, pipeline creation, and handling large datasets with proper logging and debugging strategies.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Automating Retraining with Apache Airflow

Master Apache Airflow to build automated ML retraining pipelines with data processing, model training, evaluation, scheduling, and error handling for production systems.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Building Reusable Pipeline Functions

Discover how to build modular MLOps pipeline components for data processing, model training, evaluation, and persistence that form the foundation for automated ML workflows.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Introduction to COBOL Programming

Master fundamental COBOL programming concepts, from basic syntax and program structure to arithmetic operations and variable naming conventions. Write your first programs and learn essential data handling techniques.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Serverless Data Processing with Dataflow: Develop Pipelines

In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK.

• edX
• 3 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Automating ML Workflows with SageMaker Pipelines

Master automated ML workflows by building robust SageMaker Pipelines that connect data processing, training, evaluation, and deployment into repeatable, monitored systems.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Mastering Algorithms in PHP: Two Pointers and Beyond

Master efficient data processing and optimization techniques in PHP using two-pointer methods, associative arrays, and advanced problem-solving strategies for improved code performance.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Serverless Data Processing with Dataflow: Foundations

This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow.

• edX
• 1 week, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Practicing Intermediate Implementation and Data Streams in Go

Master data stream manipulation and aggregation in Go through hands-on practice with product reviews, user data filtering, and sales record processing.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Parsing Table Data in Java

Master essential techniques for parsing and managing tabular data in Java, from basic TXT handling to advanced CSV operations using the Jackson library and file writing methods.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Large Data Handling Techniques in Java

Master efficient techniques for handling large datasets in Java, from ZIP operations to batch processing of CSV files, enabling effective data management at scale.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Serverless Data Processing with Dataflow: Operations

In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model.

• edX
• 3 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Packt

Advanced Data Processing and Analytics with AWS

Master AWS data processing with Kinesis, EMR, and Athena to build scalable data lakes, optimize big data workloads, and perform real-time analytics in cloud environments.

• Coursera
• 10 hours 15 minutes
• On-Demand
• Paid Course

Microcredential

Serverless Data Processing Dataflow em Português Brasileiro

Aprenda processamento de dados sem servidor usando Google Cloud Dataflow. Domine fundamentos, desenvolvimento de pipelines e operações para aplicativos de Big Data escaláveis e eficientes.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course

Serverless Data Processing with Dataflow: Foundations - 日本語版

Dataflowを使用したサーバーレスデータ処理の基礎を学び、Apache BeamとDataflowの関係、Beam Portabilityの利点、コスト削減方法、セキュリティモデルの実装について理解を深める。

• Coursera
• 2 hours 28 minutes
• On-Demand
• Paid Course