Apache Spark Courses and Certifications

Conf42

Building Apache Spark Clusters on Kubernetes for AI Workloads

Master Apache Spark deployment on Kubernetes for AI workloads with dynamic scaling, security, monitoring, and cost optimization strategies for cloud-native ML infrastructure.

• YouTube
• 26 minutes
• On-Demand
• Free Video

InfoQ

How to Use Apache Spark to Craft a Multi-Year Data Regression Testing and Simulations Framework

Discover how to build robust data regression testing systems using Apache Spark for multi-year datasets, with real-world insights from Stripe's engineering practices.

• YouTube
• 31 minutes
• On-Demand
• Free Video

CodeWithYu

Apache Spark on Kubernetes - The RIGHT Way - No Master/Worker Clusters Needed

Master running Apache Spark on Kubernetes without permanent clusters - deploy jobs that auto-scale, self-cleanup, and eliminate costly always-on infrastructure.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Learning Journal

Apache Spark Tutorials

Learn Apache Spark's distributed computing capabilities, architecture, and programming with Scala. Explore DataFrames, SQL, data sources, and advanced features like Delta Lake for efficient big data processing.

• YouTube
• 5 hours
• On-Demand
• Free Video

Learning Journal

Apache Spark 3 - Beyond Basics and Cracking Job Interviews

Advanced Apache Spark 3 skills for certification, job interviews, and complex scenarios. Covers architecture, memory management, optimization techniques, and performance tuning. Open to learner requests for additional topics.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

A'dan Z'ye Apache Spark (Scala & Python)

383 ratings at Udemy

Büyük Veri üzerinde Makine Öğrenmesi, Big Data, Machine Learning, Streaming, Veri Bilimi, Data Science, Data Engineer

• Udemy
• 1 day 5 hours 18 minutes
• On-Demand
• Paid Course

Spark Starter Kit

4610 ratings at Udemy

NOT another "What is Spark?" course ! Explore Spark in depth and get a strong foundation in Spark.

• Udemy
• 3 hours 18 minutes
• On-Demand
• Free Online Course

Spark SQL and Spark 3 using Scala Hands-On with Labs

3115 ratings at Udemy

A comprehensive course on Spark SQL as well as Data Frame APIs using Scala with complementary lab access

• Udemy
• 1 day 12 minutes
• On-Demand
• Paid Course

Spark Streaming - Stream Processing in Lakehouse - PySpark

2099 ratings at Udemy

Master Spark Structured Streaming using Python (PySpark) on Azure Databricks Cloud with a end-to-end Project

• Udemy
• 22 hours 24 minutes
• On-Demand
• Paid Course

Best Hands-on Big Data Practices with PySpark & Spark Tuning

1542 ratings at Udemy

Semi-Structured (JSON), Structured and Unstructured Data Analysis with Spark and Python & Spark Performance Tuning

• Udemy
• 13 hours 5 minutes
• On-Demand
• Paid Course

Scala and Spark 2 - Getting Started

956 ratings at Udemy

Get ready to develop applications using Scala and Spark

• Udemy
• 6 hours 46 minutes
• On-Demand
• Free Online Course

Prophecy Data Transformation Copilot for Data Engineering

744 ratings at Udemy

Learn Databricks and Spark data engineering to deliver self-service data transformation and speed pipeline development

• Udemy
• 5 hours 14 minutes
• On-Demand
• Paid Course

Spark, Hadoop, and Snowflake for Data Engineering

64 ratings at Coursera

Master data engineering with Hadoop, Spark, and Snowflake. Build efficient pipelines, optimize platforms, and integrate MLflow. Explore Databricks for analytics and machine learning, while applying DevOps and DataOps methodologies.

• Coursera
• 1 day 5 hours 55 minutes
• On-Demand
• Paid Course

Data Engineering with Spark Databricks Delta Lake Lakehouse

528 ratings at Udemy

Apache Spark Databricks Lakehouse Delta Lake Delta Tables Delta Caching Scala Python Data Engineering for beginners

• Udemy
• 5 hours 15 minutes
• On-Demand
• Paid Course

Scalable programming with Scala and Spark

479 ratings at Udemy

Use Scala and Spark for data analysis, machine learning and analytics

• Udemy
• 9 hours 2 minutes
• On-Demand
• Paid Course