Data Engineering & AI | Apache Spark

🔥 How to Evaluate Your Apache Spark Application Building a Spark application is one thing. Understanding how it performs is another! 🚀 In this tutorial, learn practical ways to evaluate your Apache Spark application and understand what happens during execution. 📌 Topics covered: 🔹 Spark Jobs 🔹 Stages & Tasks 🔹 Application execution 🔹 Performance evaluation 🔹 Identifying potential bottlenecks 🔹 Understanding Spark execution 🎥 Watch the tutorial: https://youtu.be/-jd291RA1Fw Perfect for Data Engineers, Big Data developers, PySpark developers and Apache Spark learners. #ApacheSpark #PySpark #DataEngineering #BigData #Spark #DataAnalytics

🔥 Running Apache Hive on Windows Using Docker Desktop — Hands-On Tutorial! Want to practice Apache Hive locally without setting up a complex Hadoop environment? In this hands-on tutorial, learn how to run Hive on Windows using Docker Desktop and get started with Hive in a practical environment. 🎯 Topics covered: 🔹 Apache Hive 🔹 Docker Desktop 🔹 Windows environment 🔹 Hive setup & configuration 🔹 Hands-on Hive commands 🎥 Watch the tutorial: https://youtu.be/541S5j9b8tA Perfect for Data Engineers, Big Data learners and anyone preparing for Apache Hive projects or interviews. #ApacheHive #Hive #Docker #DockerDesktop #Hadoop #BigData #DataEngineering #Windows

🐍 FREE Python Course on YouTube! 🎓 Dear Students, Want to learn Python from scratch and build a strong foundation in programming? 🚀 We have a FREE Python course designed especially for beginners. Whether you're interested in Software Development, Data Engineering, Data Analytics, AI, or Machine Learning, Python is an incredibly valuable skill to have. 💡 Why learn Python? ✅ Easy-to-learn and beginner-friendly ✅ Widely used in Data Science, AI, ML, Automation & Web Development ✅ High demand across the technology industry ✅ Huge ecosystem of libraries, frameworks & learning resources ✅ Opens doors to many career opportunities 📚 FREE Python Course – Available on YouTube 🎥 Lecture 1 – Getting Started with Python https://youtu.be/tg-q8gKLhpM 🎥 Lecture 2 – Variables and Data Types https://youtu.be/svjmaPzlxr4 🎥 Lecture 3 – Conditionals and Loops https://youtu.be/iFyehARJm7w 🎥 Lecture 4 – Methods, Functions and Packages https://youtu.be/Kot-t2NBLFc 🎥 Lecture 5 – Collections and Classes https://youtu.be/UjV4oNU7_Mo 🎯 Start learning Python today and take the first step toward building your technology career! 📢 Feel free to share this with students, beginners, and anyone who wants to learn Python for FREE. #Python #PythonProgramming #LearnPython #Programming #DataEngineering #DataScience #MachineLearning #ArtificialIntelligence #FreeCourse #Students

🚀 Want to build a real-time streaming data pipeline from scratch? If you are looking to level up your Data Engineering portfolio, check out our hands-on project guide: Clickstream Behavior Analysis with Dashboard. In this comprehensive walkthrough, you will learn how to integrate a modern big data stack: 🔹 Apache Kafka for streaming events 🔹 Apache Spark for real-time processing 🔹 MySQL for structured storage 🔹 Apache Zeppelin for dashboard visualization Stop just reading about big data and start building it! 🛠 👉 Read the full step-by-step project guide here: https://projectsbasedlearning.com/apache-spark-streaming/clickstream-behavior-analysis-with-dashboard-real-time-streaming-project-using-kafka-spark-mysql-and-zeppelin/

🎁 FREE Udemy Course — Apache Hadoop & MapReduce Interview Questions & Answers Preparing for a Big Data or Data Engineering interview? 🚀 Get my Apache Hadoop & MapReduce Interview Questions & Answers course FREE on Udemy. 📚 12+ hours of content 🎯 120+ interview questions 💻 131 lectures ⚙️ HDFS, YARN & MapReduce 🚨 Troubleshooting & performance tuning 🔥 Scenario-based interview questions 🎁 FREE Coupon: https://www.udemy.com/course/apache-hadoop-and-mapreduce-interview-questions-and-answers/?couponCode=D4B270BDAD3BD9043B79 If you're preparing for a Hadoop / MapReduce / Data Engineering interview, this could be useful. #ApacheHadoop #MapReduce #BigData #DataEngineering #DataEngineer #Udemy

🚀 Optimize Distributed Database Queries Like a Pro! 📊 Working with distributed databases? Query optimization can make a huge difference in performance, scalability, and resource usage. In this guide, learn practical techniques to optimize queries and improve performance in distributed database environments. ⚡️ 👉 Read the complete guide: A Guide to Query Optimization in Distributed Databases Perfect for Data Engineers, Big Data Developers, and Apache Spark/Hadoop professionals. 💻 #BigData #ApacheSpark #Hadoop #DataEngineering #QueryOptimization #Programming #100DaysOfCode

🚨 Remote Job Opportunity | Senior Engineer – Data Scraping & Python Engineering 🐍 🏢 Company: Forage AI 💼 Role: Senior Engineer – Data Scraping & Python Engineering 🌍 Location: Remote 🔹 Requirements: • 5–7 years of software engineering experience, including meaningful team/project leadership • Expert-level Python — async/concurrency, memory management, packaging & maintainable code • Production experience with Scrapy, Selenium and/or Playwright at scale • Strong understanding of HTTP/S, cookies, sessions, headers & JavaScript rendering • Experience building resilient crawlers with retry logic, deduplication, scheduling & distributed crawl management • Strong SQL & NoSQL skills, including schema design and query optimization • Experience working with unstructured/semi-structured data 🎯 Great opportunity for experienced Python & Web Scraping Engineers! 🔗 Apply on LinkedIn: https://buff.ly/Xqhdhme 📢 Know someone who fits? Share this opportunity! #Hiring #RemoteJobs #PythonJobs #PythonDeveloper #DataScraping #WebScraping #Scrapy #Selenium #Playwright #SoftwareEngineer #DataEngineering #RemoteWork #TechJobs

Data Engineers — stop Googling regex every 5 minutes. Free Data Engineer's Regex Cheat Sheet: Core syntax & quantifiers Patterns for IPs, emails, timestamps Examples in Python, PySpark & SQL https://www.smartdatacamp.com/products/The-Data-Engineers-Regex-Cheat-Sheet-69d5f4c894eace66c7e3d68c#DataEngineering #Regex #ETL

🚀 Welcome to Data Engineering & AI! Here you'll find: 🔹 Data Engineering & Big Data tutorials 🔹 Apache Spark projects 🔹 AI & Machine Learning resources 🔹 Remote Data Engineering jobs 🔹 Interview questions & career tips 🔹 Free tutorials and learning resources 🔹 Affordable hands-on courses 🎯 Learn. Build. Get Job-Ready. 👇 Explore our latest resources and projects.

Mitra AI is Hiring Data Support Engineer Location: Remote Key Responsibilities 1. ETL Build Monitoring & Incident Management 2. Client-Facing Ticket Management & Communication 3. Access Management & user support 4. Compute Cost & Warehouse Safeguards 5. Basic Query Debugging & Escalation LinkedIn Apply: https://acesse.one/isioz3e

🔥 FREE Apache Hive Interview Preparation Course — Limited Time! Preparing for a Data Engineer / Big Data / Hadoop interview? 🚀 I'm offering my Apache Hive Interview Questions & Answers (100+ FAQ) course FREE for a limited period. 🎯 You’ll learn: ✅ 140+ Hive Interview Questions ✅ Hive Fundamentals & Architecture ✅ Partitions & Bucketing ✅ Query Optimization & Performance Tuning ✅ ORC, Parquet & SerDe ✅ Hive Metastore ✅ Hive + Spark / Kafka / HBase integration ✅ ACID, LLAP & Vectorized Queries ✅ Real-world scenario-based questions ⏱️ Course Duration: 9+ hours 👨‍💻 Perfect for Data Engineers, Big Data Developers & Hadoop Professionals. 🎁 FREE ACCESS — Limited Time Only 👉 Enroll here: https://www.udemy.com/course/apache-hive-interview-question-and-answer-100-faq/?couponCode=867DB4D54F84806D8ED2 ⚠️ Coupon availability is limited — enroll before it expires! #ApacheHive #Hadoop #BigData #DataEngineering #DataEngineer #BigDataDeveloper #HadoopDeveloper #SQL #DataScience #MachineLearning #InterviewPreparation #Udemy #FreeCourse

🩺📊 Analyze Medical Appointment Data with Apache Spark! Want to practice Apache Spark with a real-world dataset? In this hands-on project, you'll analyze medical appointment data and discover useful patterns using Apache Spark. 🔍 You'll practice: ✅ Data Loading & Exploration ✅ Data Cleaning & Transformation ✅ Spark DataFrames ✅ Data Aggregation & Analysis ✅ Extracting Insights from Real-World Data 🎯 Perfect for Data Engineers, Data Analysts, Data Scientists, and Apache Spark learners. 📖 Read the complete project guide: https://projectsbasedlearning.com/apache-spark-analytics/medical-appointment-data-analysis/ 💡 Learn by doing. Build your Apache Spark skills with real-world projects! 🚀 #ApacheSpark #BigData #DataEngineering #DataAnalytics #DataScience #MachineLearning #AI #Python #Programming #100DaysOfCode

Predict life expectancy with Machine Learning using Apache Spark! 🩺📊 Guide: https://projectsbasedlearning.com/apache-spark-machine-learning/life-expectancy-prediction-using-machine-learning/ #MachineLearning #DataScience #BigData #ApacheSpark #AI #DataAnalytics #Python #Programming #100DaysOfCode

Explore video game sales data with Apache Spark! 🎮📊 Guide: https://projectsbasedlearning.com/apache-spark-analytics/video-game-sales-data-analysis/ #BigData #ApacheSpark #DataScience #Analytics #MachineLearning #AI #Programming #100DaysOfCode #DataAnalysis #Python

Analyze vehicle sales data with Apache Spark! 🚗📈 Step-by-step guide: https://projectsbasedlearning.com/apache-spark-analytics/vehicle-sales-report-data-analysis/ #BigData #ApacheSpark #DataScience #DataAnalysis #MachineLearning #AI #Hadoop #Analytics #Projects

Broadcast Variables in Apache Spark Explained in 30 Seconds ⚡️ #ApacheSpark #dataengineering https://youtube.com/shorts/466n6ytWHFE?feature=share

🚀 Udemy Mega Sale – 24 Hands-On Data Engineering Courses! 🚀 Looking to build a career in Data Engineering, Big Data, Apache Spark, Hadoop, AI, and Analytics? 🎉 Grab 24 project-based Udemy courses at a special discounted price using the coupon code below. 🎟 Coupon Code: AUG2026 ⏰ Offer Ends: 11 August 2026 – 12:42 AM PDT 📚 Course Links 1️⃣ Redash Masterclass https://www.udemy.com/course/redash-masterclass-dashboards-sql-on-prem-deployment/?couponCode=AUG2026 2️⃣ ChatGPT for Data Engineers https://www.udemy.com/course/chatgpt-for-data-engineers/?couponCode=AUG2026 3️⃣ Metabase Masterclass https://www.udemy.com/course/metabase-an-open-source-business-intelligence-platform/?couponCode=AUG2026 4️⃣ Apache Druid for Data Engineers https://www.udemy.com/course/apache-druid-for-data-engineers-hands-on/?couponCode=AUG2026 5️⃣ Apache Hive for Data Engineers https://www.udemy.com/course/apache-hive-for-data-engineers-hands-on/?couponCode=AUG2026 6️⃣ Linux for Data Engineers https://www.udemy.com/course/linux-for-data-engineers-hands-on/?couponCode=AUG2026 7️⃣ Apache Superset for Data Engineers https://www.udemy.com/course/apache-superset-for-data-engineers-hands-on/?couponCode=AUG2026 8️⃣ Learn Big Data Hadoop https://www.udemy.com/course/learn-big-data-hadoop-hands-on-for-beginner/?couponCode=AUG2026 9️⃣ Machine Learning with Apache Spark using Scala https://www.udemy.com/course/machine-learning-with-apache-spark-3-using-scala/?couponCode=AUG2026 🔟 Apache Spark Machine Learning Projects https://www.udemy.com/course/build-spark-machine-learning-and-analytics-5-projects/?couponCode=AUG2026 1️⃣1️⃣ Delta Lake with Apache Spark https://www.udemy.com/course/delta-lake-with-apache-spark-using-scala/?couponCode=AUG2026 1️⃣2️⃣ Apache Zeppelin https://www.udemy.com/course/apache-zeppelin-big-data-visualization-tool/?couponCode=AUG2026 1️⃣3️⃣ Apache Spark with Scala https://www.udemy.com/course/apache-spark-with-scala-useful-for-databricks-certification/?couponCode=AUG2026 1️⃣4️⃣ Disease Prediction using Spark ML https://www.udemy.com/course/disease-prediction-2-mini-projects-in-apache-sparkml/?couponCode=AUG2026 1️⃣5️⃣ Telecom Customer Churn Prediction https://www.udemy.com/course/telecom-customer-churn-prediction-in-apache-spark-ml/?couponCode=AUG2026 1️⃣6️⃣ House Price Prediction using Spark ML https://www.udemy.com/course/spark-machine-learning-project-house-sale-price-prediction/?couponCode=AUG2026 1️⃣7️⃣ Employee Attrition Prediction https://www.udemy.com/course/employee-attrition-prediction-in-apache-spark-ml/?couponCode=AUG2026 1️⃣8️⃣ Hadoop & MapReduce Interview Questions https://www.udemy.com/course/apache-hadoop-and-mapreduce-interview-questions-and-answers/?couponCode=AUG2026 1️⃣9️⃣ E-Commerce Web Log Analytics Project https://www.udemy.com/course/ecommerce-weblog-report-generation-project-in-apache-spark/?couponCode=AUG2026 2️⃣0️⃣ World Development Indicators Analytics https://www.udemy.com/course/apache-spark-project-world-development-indicators-analytics/?couponCode=AUG2026 2️⃣1️⃣ Apache Pig Interview Questions https://www.udemy.com/course/apache-pig-interview-questions-and-answers/?couponCode=AUG2026 2️⃣2️⃣ Olympic Games Analytics Project https://www.udemy.com/course/olympic-games-analytics-project-in-apache-spark-for-beginner/?couponCode=AUG2026 2️⃣3️⃣ Apache Hive Interview Questions (100 FAQ) https://www.udemy.com/course/apache-hive-interview-question-and-answer-100-faq/?couponCode=AUG2026 2️⃣4️⃣ Apache Spark Interview Questions (100 FAQ) https://www.udemy.com/course/apache-spark-interview-question-and-answer-100-faq/?couponCode=AUG2026 💡 Topics Covered: ✅ Apache Spark ✅ Hadoop ✅ Hive ✅ Scala ✅ SQL ✅ Machine Learning ✅ Delta Lake ✅ Linux ✅ Data Visualization ✅ BI Tools ✅ Interview Preparation ✅ Real-World Projects 🔥 Don't miss this opportunity to upgrade your Data Engineering skills at an affordable price.

Coursera is Hiring Senior Data Engineer Location: Remote Exp: 8+ Years Skills: AWS, Databricks, Delta Lake, Airflow, dbt, Redshift, Datahub; Databricks and dbt preferred LinkedIn Link: https://buff.ly/6tgVwMb