Free Big Data Course Videos
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✳️Before Starting any paid course, please go through the following videos, which cover essential topics to becoming a BigData Engineer.
✳️It Includes
✴️Learning Path
✴️Core Concepts
✴️Installation and Steps
✴️Practical Exercises
✴️Interview Questions
✴️Project demo
✴️Resume Preparation
These Videos are available in 2 Languages ( English and Tamil )
Lesson 1: All about [What is Big Data] ? https://www.youtube.com/watch?v=rsOSrEbK7sU&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=1&t=29s
Lesson 2: Big Data Engineering Road Map https://www.youtube.com/watch?v=YHiS441Bk1E&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=2&t=123s
Lesson 3: List of Big Data Service Providers https://www.youtube.com/watch?v=JTdDpgiRRAQ&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=3
Lesson 4: BigData System Configuration https://www.youtube.com/watch?v=_bLdc-HJab0&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=4
Lesson 5: Unboxing [Hadoop Framework] https://www.youtube.com/watch?v=jEzeHUcOF-0&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=5
Lesson 6: Hadoop Distributed File System (HDFS) https://www.youtube.com/watch?v=N6TmDNexxGI&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=6&t=263s
Lesson 7: HDFS Quotas , Use Cases https://www.youtube.com/watch?v=DlOIzUTrc7U&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=7
Lesson 8: Hadoop Single Node Setup https://www.youtube.com/watch?v=98UCknD8_qA&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=8&t=119s
Lesson 9: Hadoop MapReduce Complete Guide https://www.youtube.com/watch?v=ULtOZqlZnCw&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=9
Lesson 10: Apache Hive Introduction & Architecture https://www.youtube.com/watch?v=taTfW2kXSoE&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=10&t=452s
Lesson 11: Installation [ Apache Hive 2 with MySQL ] https://www.youtube.com/watch?v=COBDBw5GKjw&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=11&t=747s
Lesson 12: Hive SQL [Create| Load| Insert | Show] https://www.youtube.com/watch?v=AXvGkP20CDs&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=12
Lesson 13: Hive Internal Vs External Table https://www.youtube.com/watch?v=4b4v3685JuU&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=13
Lesson 14: Hive Partition [ Static Vs Dynamic] https://www.youtube.com/watch?v=RFS4JJFlzGc&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=14
Lesson 15: Hive Bucket End to End Explained https://www.youtube.com/watch?v=YetRD4nncas&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=15&t=797s
Lesson 16: How to Decide [Bucket Count] in Hive #hive #apachehive https://www.youtube.com/watch?v=pHvyhfWK43s&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=16
Lesson 17: Hive Partition with Bucket Explained https://www.youtube.com/watch?v=u7DxFJOt4bE&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=17
Lesson 18: Hive ORC File Format with Demo https://www.youtube.com/watch?v=Mw5GynxCWoQ&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=18
Lesson 19: Hive ACID Table https://www.youtube.com/watch?v=RPCAzf7Ycj0&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=19&t=13s
Lesson 20: Hive UDF https://www.youtube.com/watch?v=VmLVwjUUfNo&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=20
Lesson 21: Apache Spark Introduction https://www.youtube.com/watch?v=OgS0noWVPJ4&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=21&t=1352s
Lesson 22: Apache Spark Installation https://www.youtube.com/watch?v=uUawCJY86Hk&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=22
Lesson 23: Apache Spark Scala Wordcount Program (REPL) https://www.youtube.com/watch?v=PQHDCaN3jOU&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=23&t=727s
Lesson 24: Spark Standalone Architecture https://www.youtube.com/watch?v=wZZFS10ziHg&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=24
Lesson 25: Unboxing Spark RDD https://www.youtube.com/watch?v=kmdjyKohcD0&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=25
Lesson 26: Different Ways to Create [Spark RDD] https://www.youtube.com/watch?v=ub435o7899s&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=26
Lesson 27: Spark Transformation Types and Actions https://www.youtube.com/watch?v=Joz_RHojpqw&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=27
Lesson 28: Spark Executor Core & Memory Explained https://www.youtube.com/watch?v=PP7r_L-HB50&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=28
Lesson 29: Spark [Executor & Driver] Memory Calculation https://www.youtube.com/watch?v=WCO_r_lgrJU&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=29&t=5s
Lesson 30: Spark Submit Cluster [YARN] Mode https://www.youtube.com/watch?v=3c62-F6bu5k&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=30&t=190s
Lesson 31: Spark Lens Integration [Spark Application] https://www.youtube.com/watch?v=CgKp_Z3B65w&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=31
Lesson 32: Spark [Hash Partition] Explained https://www.youtube.com/watch?v=KbaLrFgGbNw&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=32
Lesson 33: Spark [Custom Partition] Implementation https://www.youtube.com/watch?v=KQtgwB6Djqs&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=33
Lesson 34: Spark With JDBC (MYSQL/ORACLE) https://www.youtube.com/watch?v=IWR5Ui4uItY&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=34
Lesson 35: Apache Spark UDF https://www.youtube.com/watch?v=LRliGjk7NnY&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=35
Lesson 36: Spark - Repartition Or Coalesce https://www.youtube.com/watch?v=ijD5zuEV8U8&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=36
Lesson 37: Spark reduceByKey Or groupByKey https://www.youtube.com/watch?v=tBWCeeRJEy4&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=37
Lesson 38: Spark Dedup With Use Cases https://www.youtube.com/watch?v=aA5y0ttRlQ0&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=38
Lesson 39: Is PySpark UDF is Slow? Why ? https://www.youtube.com/watch?v=KnnvR6dzzE4&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=39
Lesson 40: Apache Spark SQL With Apache Hive https://www.youtube.com/watch?v=eXDRx2c-VP4&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=40&t=438s
Lesson 41: Apache SQOOP Data Migration POC https://www.youtube.com/watch?v=HAM1jHbpd64&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=41&t=1279s
Lesson 42: 10 Big Data Interview Question That I Ask - Part 1 https://www.youtube.com/watch?v=7JgwF7CzK0s&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=42&t=10s
Lesson 43: Top 10 Interview Answers Explained - Part 2 https://www.youtube.com/watch?v=CG51YQHH9C0&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=43&t=10s
Lesson 44: Top 10 Points to Explain Big Data Project In Interview https://www.youtube.com/watch?v=xE5Hqu2RGCI&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=44&t=17s
Lesson 45: Big Data Engineering Resume Preparation https://www.youtube.com/watch?v=h4cFnYa7DjM&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=45
Lesson 46: Big Data Project Explained -1 https://www.youtube.com/watch?v=qJ8Qvbm8wwY&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=46&t=13s
Lesson 47: Big Data Project Deployment Explained https://www.youtube.com/watch?v=tImiX6o-YWY&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=47
Lesson 48: Big Data On Cloud AWS EMR https://www.youtube.com/watch?v=7pzqXqcKU2s&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=48
Lesson 49: 4 Ways For Data Engineers To Make Extra Income https://www.youtube.com/watch?v=u2xqo7TEhck&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=49
Lesson 50: Apache Kafka Installation and Use Case https://www.youtube.com/watch?v=XCOIp-CqGkg&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=50
Lesson 51: Spark Kafka Cassandra | End to End Streaming Project https://www.youtube.com/watch?v=wNnTNTVdglM&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=51
Lesson 52: How to get Latest Data Engineering News https://www.youtube.com/watch?v=MIWHNlJfR-E&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=52
Lesson 53: Data Engineer Salary 2021 https://www.youtube.com/watch?v=Sq2rb9V-qKo&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=53
Lesson 54: Hadoop Multi Node Cluster Setup https://www.youtube.com/watch?v=_iP2Em-5Abw&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=54
Lesson 55: Do Data Engineers Need Cloud Computing ? https://www.youtube.com/watch?v=x9M2Gz65wzA&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=55&t=218s
Lesson 56: Big Data - On Premise Or Cloud ? https://www.youtube.com/watch?v=Rqo6JaBCbDQ&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=56
Lesson 57: Data Engineering Job Description Reviews https://www.youtube.com/watch?v=gP71BXQnRUI&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=57
Lesson 58: Data Engineering Job opening #visa https://www.youtube.com/watch?v=I6IzVUg4uVU&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=58
Lesson 59: Write Your 1st BigData Blog https://www.youtube.com/watch?v=MCubM0IBNW4&list=PLLa_h7BriLH2UYJIO9oDoP3W-b6gQeA12&index=59&t=133s
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