sthithapragna
Welcome to sthithapragna, your ultimate guide to mastering data, cloud, and machine learning.
Whether you're starting your career or leveling up, you've found the right place. We don't just teach theory; we build real-world skills with practical, project-based tutorials.
Our content provides a complete, end-to-end education in modern data engineering and cloud computing.
Here, you'll find:
The Complete Apache Spark Masterclass: Go from foundational concepts to building production-grade data pipelines.
AWS for Beginners & Real-Time Projects: Learn the fundamentals of Amazon Web Services and build your first cloud architectures with hands-on projects.
Data Essentials: Dive deep with our SQL Masterclass and specialized courses on Python and Scala, tailored for data professionals.
AWS Data Analytics
Machine Learning Basics
Whether you're preparing for a certification or tackling a new project, our channel provides the roadmap, tools, and guidance you need to succeed.
100% PASS AWS Certified Data Engineer Associate Exam Study Guide + CHEAT SHEET (Downloadable)
100% PASS AWS Certified Solutions Architect Associate Exam Study Guide + CHEAT SHEET (Downloadable)
(CH3-E6) Scala Spark Shell, RDDs & WordCount
(CH3-E5) Spark Under the Hood: Jobs, Stages & Tasks
(CH3-E4) PySpark Text Analytics from Scratch
(CH3-E3) Spark for BI: DAU, Avg Cart Size, Top 10 Items
(CH3-E2) PySpark Fast Start + Scala App Basics
(CH3-E1) Getting Started with Apache Spark Shell
(CH2-E8) Install R, Scala (sbt), Maven, Intellij, Zeppelin Integration with Spark (Linux/Windows)
(CH2-E7) Mysql + Mongodb + Cassandra Installation (Linux/Windows)
(CH2-E6) Hadoop, Hive, PostgreSQL Metastore with Apache Spark Setup (Linux/Windows)
(CH2-E5) Apache Spark Development Setup: Eclipse, Git & Maven (Linux/Windows)
(CH2-E4) PySpark Launch, Jupyter Integration, Docker & Databricks
(CH2-E3) Spark Shells for Rapid Exploration: Scala REPL, PySpark, Spark SQL, Tab Completion, UI Tour
(CH2-E2) PySpark REPL Mastery: pyspark, SparkSession Builder, Log Levels, and Directory Layout
(CH2-E1) Installation of Java/Anaconda/Jupyter/Spark 3.5.6 on Ubuntu Desktop in VirtualBox & Windows
V8 | AWS tutorials for beginners | Amazon Elastic Compute Cloud EC2 Storage and Networking
V135 | AWS tutorials for beginners | AWS Transit Gateway Overview
V134 | AWS tutorials for beginners | Amazon Elastic Load Balancing Overview
V133 | AWS tutorials for beginners | Amazon QuickSight Introduction
V132 | AWS tutorials for beginners | Amazon VPC Flow Logs
V131 | AWS tutorials for beginners | AWS VPN Overview
V124 | AWS tutorials for beginners | TensorFlow Framework Overview
V121 | AWS tutorials for beginners | Amazon SageMaker Overview
V120 | AWS tutorials for beginners | Computer Vision on AWS
V119 | AWS tutorials for beginners | Amazon Polly Overview
V118 | AWS tutorials for beginners | Amazon Transcribe Overview
V117 | AWS tutorials for beginners | AWS Security and Compliance Overview
V116 | AWS tutorials for beginners | AWS Service Catalog Overview
V115 | AWS tutorials for beginners | Cloud Types Cloud Computing Deployment Models