Big-Data
Here’s an in-depth, practical, and hands-on explanation of every topic you requested, with executable code that you can run today in a real lab environment (using free tools).
Welcome to Big-Data
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About This Course
Here’s an in-depth, practical, and hands-on explanation of every topic you requested, with executable code that you can run today in a real lab environment (using free tools).
What You'll Learn
- GPU Scheduling with YARN + CUDA – Production Guide
- Uber's OpenTSDB Schema Details – Production Insights
- OpenTSDB on HBase
- HBase Schema Design – Real-World Production Patterns
- Pig, Hive, HBase, ZooKeeper & IBM Big Data Stack
- Hadoop & Spark Ecosystem Master Cheat Sheet
- HDFS Erasure Coding
- HDFS Federation vs HDFS Router-based Federation
- HDFS
- Hadoop vs Spark
- Introduction to Big Data – Comprehensive Guide with Real-Time Lab Tutorials
- YARN Node Labels – Full Production Guide
- Capacity Scheduler – The Most Used Scheduler in Enterprise Hadoop/Spark Clusters
- YARN Resource Management – The Ultimate 2025 Deep Dive
- HADOOP & MAPREDUCE
- Real-World End-to-End ML Pipeline in 2025
- Real-Time Model Performance Monitoring in Spark Streaming
- Real-Time Drift Detection in Spark Streaming ML
- Real-Time Machine Learning in Spark Streaming
- In-Depth Spark Streaming Tutorial