kaustubhyerkade

kaustubh yerkade's repositories

fprime

F' - A flight software and embedded systems framework

Apache-2.0000

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

MIT000

AvidCoder101

This is a repository for my profile 🙂. Don't just fork, 🌟 too!

MIT000

DE Stuff - Programming & DSA in Python Distrubuted computation & storage -Hadoop - imp - spark,spark sql file format - json,avro,parquet type of data - structiured & semi sturectured processing mechniasm - batch & real time pub sub -kafka or AWS Kinesis data warehuse desginng amazon - ecomerce, netflix sql complex transactional & no sql databases - key value ,document,columanr base,graph base db,-mongodb,caseendra,hbase - data visualization tools- ETL tools cloud services- experience 🔥𝗜𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀🔥 🔴 Data Engineer Roadmap Document : ➡️https://docs.google.com/document/d/1g... 🔴 Python : ➡️ https://www.youtube.com/watch?v=_uQrJ... ➡️ https://www.programiz.com/python-prog... 🔴 Scala : ➡️ https://www.youtube.com/watch?v=LQVDJ... ➡️ http://allaboutscala.com/ 🔴 Java : ➡️ https://www.youtube.com/watch?v=eIrMb... ➡️ https://beginnersbook.com/java-tutori... 🔴 Linux, Unix, Shell Scripting : ➡️ https://practice.geeksforgeeks.org/ba... ➡️ Above one is free course with invitation code - ELEARNINGBLINUX 🔴 Data Structures & Algorithms : ➡️ https://www.youtube.com/watch?v=5_5oE... ➡️ https://www.geeksforgeeks.org/ ➡️ https://leetcode.com/ 🔴 DBMS : ➡️ https://www.youtube.com/watch?v=kBdlM... ➡️ https://www.studytonight.com/dbms/ 🔴 SQL Scripting : ➡️ https://www.youtube.com/watch?v=HXV3z... ➡️ https://www.youtube.com/watch?v=7S_tz... ➡️ https://www.w3schools.com/sql/ 🔴 Basic Terminologies In BigData : ➡️ https://data-flair.training/blogs/wha... ➡️ https://www.edureka.co/blog/what-is-b... 🔴 Data Exploration Libraries : ➡️ Pandas - https://www.youtube.com/watch?v=UB3DE... ➡️ NumPy - https://www.youtube.com/watch?v=DI8wg... 🔴 Data Warehousing Concepts : ➡️ https://www.youtube.com/watch?v=J326L... ➡️https://www.tutorialspoint.com/dwh/dw.... 🔴 BigData Frameworks (Hadoop, Hive, Spark, Sqoop, Nifi, Flume) : ➡️ https://www.youtube.com/results?searc... ➡️ https://www.youtube.com/user/edurekaIN ➡️ https://data-flair.training/ ➡️ https://www.edureka.co/ 🔴 Workflow Schedulers, Dependency Management : ➡️ https://www.youtube.com/watch?v=niJ06... ➡️ https://www.youtube.com/watch?v=6RebQ... 🔴 NoSQL Databases : ➡️ HBase - https://www.youtube.com/watch?v=NOX6-... ➡️ Cassandra - https://www.youtube.com/watch?v=iDhIj... ➡️ Elastic Search - https://www.youtube.com/watch?v=1Envk... ➡️ MongoDB - https://www.youtube.com/watch?v=pWbMr... 🔴 Apache Kafka : ➡️ https://www.youtube.com/watch?v=daRyk... 🔴 Dashboarding Tools : ➡️ Tableau - https://www.youtube.com/watch?v=aHaOI... ➡️ PowerBI - https://www.youtube.com/watch?v=3u7MQ... ➡️ Grafana - https://www.youtube.com/watch?v=CjABE... ➡️ Kibana - https://www.youtube.com/watch?v=gQ1c1... 🔴 BigData Services in Cloud (AWS) : ➡️ https://www.youtube.com/watch?v=k1RI5... ➡️ https://www.youtube.com/watch?v=8PyLr... ➡️ https://www.simplilearn.com/aws-big-d... 𝗜𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝘁𝗼𝗽𝗶𝗰𝘀 𝗶𝗻 𝗦𝗤𝗟 : 📌 Joins 📌 Group By 📌 Nested joins 📌 Case-When conditions 📌 Window functions 𝗧𝗲𝗰𝗵 𝘀𝘁𝗮𝗰𝗸 𝗳𝗼𝗿 𝗿𝗲𝗮𝗹𝘁𝗶𝗺𝗲 𝗱𝗮𝘁𝗮 𝗽𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 : 📌 Apache Kafka 📌 Apache Flink 📌 Apache Storm 📌 AWS Kinesis 📌 Spark Streaming 𝗕𝗶𝗴𝗗𝗮𝘁𝗮 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀 𝗮𝗻𝗱 𝗛𝗮𝗱𝗼𝗼𝗽 𝗲𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺 : 📌 Hadoop architecture, Map-Reduce, HDFS, Yarn 📌 Apache Spark 📌 Hive 📌 Flume 📌 Sqoop 📌 Zookeeper 📌 Ambari, Hue 📌 Oozie, Airflow, Azkaban 𝗗𝗮𝘁𝗮 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝗧𝗼𝗼𝗹𝘀 : 📌 Tableau 📌 Power BI 📌 Qlik Sense 📌 Grafana 📌 Kibana 𝗧𝗿𝗮𝗻𝘀𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗹 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀 : 📌 Amazon Aurora 📌 PostgreSQL 📌 MySQL 📌 MariaDB 📌 Oracle 📌 SQL Server 𝗡𝗼-𝗦𝗤𝗟 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀 : 📌 DynamoDB 📌 Cassandra 📌 MongoDB 📌 ElasticSearch 📌 HBase 📌 Couchbase 📌 Redis Book - Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python 2nd Edition,

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