Data Engineering & AI | Apache Spark
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This channel is created for beginner in Bigdata Engineer, Apache Spark Developers for knowledge sharing and Projects (Blog,Paid and Free Course)
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频道帖子
🔥 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
| 2 | 🔥 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 | 293 |
| 3 | 🐍 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 | 604 |
| 4 | 🚀 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/ | 590 |
| 5 | 🎁 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 | 542 |
| 6 | 🚀 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 | 661 |
| 7 | 🚨 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 | 675 |
| 8 | 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 | 604 |
| 9 | 🚀 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. | 627 |
| 10 | 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 | 699 |
| 11 | 🔥 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 | 674 |
| 12 | 🩺📊 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 | 610 |
| 13 | 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 | 604 |
| 14 | https://youtube.com/shorts/GkdRcwfyWew?feature=share | 600 |
| 15 | 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 | 670 |
| 16 | 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 | 668 |
| 17 | Broadcast Variables in Apache Spark Explained in 30 Seconds ⚡️ #ApacheSpark #dataengineering
https://youtube.com/shorts/466n6ytWHFE?feature=share | 690 |
| 18 | 🚀 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. | 646 |
| 19 | 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 | 518 |
| 20 | https://youtube.com/shorts/NOGwSzo_8UQ | 536 |
