现已上线！2025 年 Telegram 研究 — 年度关键洞察 
Data Engineering -Apache Spark Projects Blog (Bigdata Analytics, Machine Learning) and Courses (Paid and Free)
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频道帖子
⚡️ Power up your ML skills! Build a Machine Learning Pipeline for Power Plant data with Apache Spark! 🚀
https://projectsbasedlearning.com/apache-spark-machine-learning/machine-learning-pipeline-application-on-power-plant/
#MachineLearning #DataScience #ApacheSpark #BigData #Python #AI #100DaysOfCode
| 2 | Machine Learning Project on Sales Prediction or Sale Forecast in Apache Spark and Scala | 205 |
| 3 | Build Movies Recommendation Engine in Apache Spark | 314 |
| 4 | Machine Learning Project - Predict Forest Cover | 488 |
| 5 |  🚀 WANT TO BECOME A HIGHLY-PAID DATA ENGINEER? 🚀
Stop buying individual courses! Get the ultimate 📦 FULL STACK DATA ENGINEERING BOOTCAMP – 28 curated courses in ONE massive bundle!
Master Big Data, AI, and Predictive Analytics through real-world projects.
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What’s Inside? ✅ Core Big Data: Spark, Hadoop, Hive, Cassandra, Delta Lake ✅ BI, Viz & AI: ChatGPT, Superset, Metabase, Redash ✅ Machine Learning: Spark ML, Predictive Analytics (5+ Projects) ✅ Interview Prep: 100+ FAQs for Spark, Hadoop, and more!
Build rock-solid fundamentals, crack top-tier interviews, and start learning at your own pace with lifetime access.
👉 Enroll Now: https://www.smartdatacamp.com/courses/All-Courses-Package-62945a740cf2b5e046a88f54
⏳ Limited-time price drop for our community! | 460 |
| 6 | Master customer segmentation with Machine Learning in Apache Spark! 🚀
https://projectsbasedlearning.com/apache-spark-machine-learning/customer-segmentation-using-machine-learning-in-apache-spark/
#MachineLearning #ApacheSpark #DataScience #BigData #Python #Analytics #AI #100DaysOfCode | 460 |
| 7 | Explore Marketing Analytics with Apache Spark! 📊 Dive into big data, AI, & analytics. 🚀
#ApacheSpark #BigData #DataScience #AI #Programming #Coding #100DaysOfCode #Analytics #ML #Python
https://projectsbasedlearning.com/apache-spark-analytics/marketing-analytics-part-1/ | 451 |
| 8 | Land Your First Interview: The Fresher Data Engineer Resume Template
Breaking into Big Data as a recent graduate is a challenge—generic resumes often vanish into the "ATS black hole." This template is engineered to solve that. Designed for the SmartDataCamp ecosystem, this high-impact, one-page document translates your technical training into a narrative that recruiters actually want to read.
https://www.smartdatacamp.com/products/Fresher-Data-Engineer--Big-Data--Spark-Specialist-69ce2743c5363e72d8090085 | 523 |
| 9 |  🚀 Start Your Data Engineering Journey Today!
🎓 Full Stack Data Engineering Bootcamp (28 Courses)
📚 Master in-demand tools like Spark, Scala, Databricks, Hadoop, Hive, Kafka, SQL, Cassandra, and more
💡 Learn by building real-world projects and practical use cases
💰 Special Price: ₹2,400 INR / $27 USD
🎟 Use Code: LEARNNOW to get up to 85% OFF
👉 Enroll Now: https://www.smartdatacamp.com/courses/All-Courses-Package-62945a740cf2b5e046a88f54 | 609 |
| 10 | Unlock Your Potential: Join Our Free Python Course
We're offering a free Python course designed specifically for students like you. Python, renowned for its simplicity and versatility, is a programming language widely used across various industries.
Free Python course 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 - Collection and Classes
https://youtu.be/UjV4oNU7_Mo | 691 |
| 11 |  Predicting Ad Clicks with Apache Spark: A Machine Learning Project (Step-by-Step Guide)
https://youtu.be/m4Xo2DPzmns | 711 |
| 12 | Sample Resume for Experience Data Engineer
Looking for a professionally designed resume template to highlight your Data Engineering expertise? This Sample Resume for an Experienced Data Engineer is crafted to emphasize your technical skills, accomplishments, and career growth in the data engineering field. Tailored for mid to senior-level professionals, this resume will help you stand out in today's competitive job market. Ideal for anyone seeking opportunities in tech companies, financial institutions, or data-centric organizations.
https://www.smartdatacamp.com/products/Sample-Resume-for-Experience-Data-Engineer-67077c691a71db7ff3c5c41e | 800 |
| 13 |  🚀 FREE Apache Spark Streaming Project
Clickstream Behavior Analysis – Real-Time User Tracking using Kafka, Spark & Zeppelin
Want to build a real-world Data Engineering project? This hands-on project will help you understand how companies track user behavior in real-time!
🔥 What you’ll learn:
• Real-time data streaming with Kafka
• Processing data using Spark Streaming (Scala)
• Storing results in MySQL
• Building dashboards in Zeppelin
• End-to-end data pipeline architecture
🎥 Watch the complete project series:
https://youtu.be/jj4Lzvm6pzs
https://youtu.be/FWCnWErarsM
https://youtu.be/SPgdJZR7rHk
💡 Perfect for beginners & aspiring Data Engineers
Start building real-time projects today! 🚀 | 868 |
| 14 | Build a Loan Approval Prediction model with this #MachineLearning project! 🚀
Dive into #ApacheSpark, #Python, & more. #DataScience #AI #BigData #PyTorch #TensorFlow #Coding #100DaysOfCode #NLP #OpenSource
🔗 https://projectsbasedlearning.com/apache-spark-machine-learning/machine-learning-project-loan-approval-prediction/ | 843 |
| 15 | 🚀Kick off 2026 with this free comprehensive Apache Spark Commands Cheat Sheet! Covers Spark Core (RDDs), Spark SQL (DataFrames), Streaming, MLlib, GraphX & more essential commands.
Grab it now: https://buff.ly/SmIn8HG
#ApacheSpark #BigData #DataEngineering #SparkSQL | 833 |
| 16 | Predict loan defaults with Machine Learning using Apache Spark! 💸📊
Guide: https://projectsbasedlearning.com/apache-spark-machine-learning/predicting-possible-loan-default-using-machine-learning/
#MachineLearning #DataScience #BigData #ApacheSpark #AI #DataAnalytics #Python #Programming #100DaysOfCode | 785 |
| 17 | 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 | 799 |
| 18 |  Land Your First Interview: The Fresher Data Engineer Resume Template
Breaking into Big Data as a recent graduate is a challenge—generic resumes often vanish into the "ATS black hole." This template is engineered to solve that. Designed for the SmartDataCamp ecosystem, this high-impact, one-page document translates your technical training into a narrative that recruiters actually want to read.
https://www.smartdatacamp.com/products/Fresher-Data-Engineer--Big-Data--Spark-Specialist-69ce2743c5363e72d8090085 | 805 |
| 19 | How to evaluate your Spark application?
https://youtu.be/-jd291RA1Fw | 872 |
| 20 |  Running Metabase on Docker using Windows machine (Hands-On)
https://youtu.be/tCCw0Fnssfw | 861 |
