Distributed Computing Courses and Certifications

Data Processing, Exploratory Analysis and Visualization

Master distributed computing with Apache Spark, PySpark, and Spark SQL, then create compelling Power BI dashboards for large-scale data analysis and business insights.

• Coursera
• 1 day 5 hours 10 minutes
• On-Demand
• Paid Course

Azure Synapse Apache Spark Pools: Data engineering

Master Apache Spark in Azure Synapse Analytics for data engineering, including Delta Lake for ACID transactions, data transformation techniques, and visualization using SQL, notebooks, and Python libraries.

• edX
• 1 week, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

EDUCBA Microcredential

Splunk Administration & Performance Optimization Mastery

Master Splunk administration through hands-on training in distributed deployments, data indexing, clustering, and performance tuning for enterprise-scale operations.

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

EDUCBA

MapReduce with Hadoop: Analyze, Design & Deploy

Master Hadoop's MapReduce framework through hands-on projects including rating analysis, log processing, inverted indexing, and social graph computation with deployment on Cloudera.

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

Coursera

Optimize Spark Performance & Throughput

Master Apache Spark optimization techniques to eliminate bottlenecks, reduce shuffle overhead, and boost performance in large-scale data pipelines through practical tuning strategies.

• Coursera
• 4 hours 11 minutes
• On-Demand
• Paid Course

Coursera

Optimize Spark Performance: Analyze & Accelerate

Unlock Apache Spark's performance potential through systematic analysis of partitioning and caching strategies to achieve 30%+ runtime improvements.

• Coursera
• 1 hour 22 minutes
• On-Demand
• Paid Course

EDUCBA

Hadoop Projects: Analyze & Optimize Big Data

Master Hadoop's distributed ecosystem through hands-on projects analyzing log data, sales analytics, tourism surveys, and e-commerce performance using MapReduce, Pig, and Hive.

• Coursera
• 9 hours 54 minutes
• On-Demand
• Paid Course

Packt

Time Series Analysis with Spark

Master scalable time series forecasting with Apache Spark, from data preparation to production deployment, using SARIMA, LightGBM, and NeuralProphet models for enterprise analytics.

• Coursera
• 11 hours 19 minutes
• On-Demand
• Paid Course

Coursera

Fix Data Bottlenecks: Optimize Spark Performance

Unlock advanced Spark optimization techniques to eliminate data bottlenecks, analyze execution plans, and resolve shuffle inefficiencies for peak distributed system performance.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

The ASF

Production Practices of Apache Celeborn on Bilibili

Dive into Apache Celeborn's implementation strategies at Bilibili, exploring real-world deployment experiences and performance optimization techniques for distributed data storage systems.

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

Kolmogorov-Seminar

Распределённое хранение и обработка больших данных

Dive into распределённое хранение и обработку больших данных с открытым ПО Яндекса, изучая методы отображения изменяемых таблиц на неизменяемые фрагменты для эффективной обработки данных.

• YouTube
• 2 hours 1 minute
• On-Demand
• Free Video

Big Data Analytics with Hadoop and Apache Spark

413 ratings at LinkedIn Learning

Discover how to build scalable and optimized data analytics pipelines by combining the powers of Apache Hadoop and Spark.

• LinkedIn Learning
• 1 hour 2 minutes
• On-Demand
• Free Trial Available

EuroPython Conference

Distributed Multi-GPU Computing with Dask, CuPy and RAPIDS

Explore distributed multi-GPU computing using Dask, CuPy, and RAPIDS. Learn to leverage GPU acceleration and distributed systems for faster, more efficient data processing and analysis.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Networking for Distributed Cloud and Edge Computing

Explore Tencent's cloud network infrastructure and innovative technologies for distributed and edge computing, including edge computing gateways, 5G private links, and P4 offloading.

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

PyCon US

Python Meets Heterogeneous Computing - An Exploration of Distributed Computations

Exploring distributed computations in Python across diverse hardware, addressing challenges and strategies for optimal performance in heterogeneous computing environments.

• YouTube
• 59 minutes
• On-Demand
• Conference Talk