Data Engineering Roadmap and Full Course with Python and SQL for 2024

Data Engineering Roadmap and Full Course with Python and SQL for 2024

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Data Engineering Roadmap and Full Course with Python and SQL for 2024

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  1. 1 Introduction
  2. 2 Introduction to Data Engineering
  3. 3 Data Engineer vs Data Scientist
  4. 4 Important Skills for Data Engineering
  5. 5 Data Engineering Lifecycle
  6. 6 Data Structures in Python: Tuple, List, Dictionary & Set
  7. 7 Flow Control Statements
  8. 8 Inheritance in Python
  9. 9 Python Numpy
  10. 10 Python Pandas
  11. 11 Data Visualization with Python: Matplotlib
  12. 12 Data Visualization with Python: SeaBorn
  13. 13 Python Project on IPL Data
  14. 14 SQL - Introduction and Installation
  15. 15 Data Types in SQL
  16. 16 Hands-on based on HR Database Management System
  17. 17 Introduction to Big Data
  18. 18 ETL Extract-Transform-Load
  19. 19 Introduction to Hadoop
  20. 20 Distributed Computing
  21. 21 Hadoop Architecture
  22. 22 HDFS File Storage
  23. 23 Introduction to Oozie and HDFS Processing
  24. 24 Hadoop Clusters
  25. 25 Hadoop Ecosystem
  26. 26 Introduction to Spark
  27. 27 Introduction to Real-Time Analytics
  28. 28 Difference between Batch & Real-Time Systems
  29. 29 Input Output Connectors
  30. 30 Twitter Streaming in Real-Time - Demo
  31. 31 What is Data Warehouse for Data Engineer
  32. 32 Need of Data Warehouse
  33. 33 Top Data Warehouse Tools
  34. 34 What is Cloud Computing?
  35. 35 World before Cloud Computing
  36. 36 World before Cloud Computing
  37. 37 Need For Cloud Computing
  38. 38 Working of Cloud Computing
  39. 39 Cloud Providers
  40. 40 Basics of AWS
  41. 41 AWS CloudFront
  42. 42 Demo: AWS CloudFront
  43. 43 AWS HoneyCode
  44. 44 AWS Amplify
  45. 45 Demo: AWS Honeycode & AWS Amplify
  46. 46 Summary

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