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- Data Engineering Cookbook -
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- What is this Book?    - How to Contribute    - YouTube    - Twitter    - Amazon Shop -

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- -## If You Like This Book & Need More Help -Check out my Data Engineering Academy at LearnDataEngineering.com trusted by almost 2,000 students! - -**Visit learndataengineering.com:** [Click Here](https://learndataengineering.com) - -- Learn Data Engineering with our online Academy -- Perfect for becoming a Data Engineer or add Data Engineering to your skillset -- Proven process based on years of experience and hundreds of hours of personal coaching -- Over 30 prepared courses on the most important techniques, fundamental tools and platforms plus our -- Associate Data Engineer Certification -- Academy Discord server with over 1,000 members - - - -## Support This Book For Free! -- **Amazon:** [Click Here](https://www.amazon.com/shop/plumbersofdatascience) buy whatever you like from Amazon using this link* (Also check out my complete podcast gear and books) - - - -## Here's what's new: -Find the change log with all recent updates here: [SEE UPDATES](sections/10-Updates.md) - -# Contents: -- [Introduction](sections/01-Introduction.md) -- [Basic Engineering Skills](sections/02-BasicSkills.md) -- [Advanced Engineering Skills](sections/03-AdvancedSkills.md) -- [Free Hands On Courses / Tutorials](sections/04-HandsOnCourse.md)‚ -- [Case Studies](sections/05-CaseStudies.md) -- [Best Practices Cloud Platforms](sections/06-BestPracticesCloud.md) -- [130+ Data Sources Data Science](sections/07-DataSources.md) -- [1001 Interview Questions](sections/08-InterviewQuestions.md) -- [Recommended Books, Courses, and Podcasts](sections/09-BooksAndCourses.md) -- [Updates](sections/10-Updates.md) - - -- [How To Contribute](#how-to-contribute) -- [Support What You Like](#support) -- [Important Links](#important-links) - -# Full Table Of Contents: -## Introduction -- [What is this Cookbook](sections/01-Introduction.md#what-is-this-cookbook) -- [Data Engineers](sections/01-Introduction.md#data-engineers) -- [My Data Science Platform Blueprint](sections/01-Introduction.md#my-data-science-platform-blueprint) - - [Connect](sections/01-Introduction.md#connect) - - [Buffer](sections/01-Introduction.md#buffer) - - [Processing Framework](sections/01-Introduction.md#processing-framework) - - [Store](sections/01-Introduction.md#store) - - [Visualize](sections/01-Introduction.md#visualize) -- [Who Companies Need](sections/01-Introduction.md#who-companies-need) -- [How to Learn Data Engineering](sections/01-Introduction.md#how-to-learn-data-engineering) - - [Andreas on the Super Data Science Podcast](sections/01-Introduction.md#Interview-with-Andreas-on-the-Super-Data-Science-Podcast) - - [Building Blocks to Learn Data Engineering](sections/01-Introduction.md#building-blocks-to-learn-data-engineering) - - [Roadmap for Data Analysts](sections/01-Introduction.md#roadmap-for-data-analysts) - - [Roadmap for Data Scientists](sections/01-Introduction.md#roadmap-for-data-scientists) - - [Roadmap for Software Engineers](sections/01-Introduction.md#roadmap-for-software-engineers) -- [Data Engineers Skills Matrix](sections/01-Introduction.md#data-engineers-skills-matrix) -- [How to Become a Senior Data Engineer](sections/01-Introduction.md#how-to-become-a-senior-data-engineer) - -## Basic Engineering Skills -- [Learn To Code](sections/02-BasicSkills.md#learn-to-code) -- [Get Familiar With Git](sections/02-BasicSkills.md#get-familiar-with-git) -- [Agile Development](sections/02-BasicSkills.md#agile-development) - - [Why is agile so important?](sections/02-BasicSkills.md#Why-is-agile-so-important) - - [Agile rules I learned over the years](sections/02-BasicSkills.md#agile-rules-i-learned-over-the-years) - - [Agile Frameworks](sections/02-BasicSkills.md#agile-frameworks) - - [Scrum](sections/02-BasicSkills.md#scrum) - - [OKR](sections/02-BasicSkills.md#okr) -- [Software Engineering Culture](sections/02-BasicSkills.md#software-engineering-culture) -- [Learn how a Computer Works](sections/02-BasicSkills.md#learn-how-a-computer-works) -- [Data Network Transmission](sections/02-BasicSkills.md#data-network-transmission) -- [Security and Privacy](sections/02-BasicSkills.md#security-and-privacy) - - [SSL Public and Private Key Certificates](sections/02-BasicSkills.md#ssl-public-and-private-key-Certificates) - - [JSON Web Tokens](sections/02-BasicSkills.md#json-web-tokens) - - [GDPR regulations](sections/02-BasicSkills.md#gdpr-regulations) -- [Linux](sections/02-BasicSkills.md#linux) - - [OS Basics](sections/02-BasicSkills.md#os-basics) - - [Shell scripting](sections/02-BasicSkills.md#shell-scripting) - - [Cron Jobs](sections/02-BasicSkills.md#cron-jobs) - - [Packet Management](sections/02-BasicSkills.md#packet-management) -- [Docker](sections/02-BasicSkills.md#docker) - - [What is Docker and How it Works](sections/02-BasicSkills.md#what-is-docker-and-what-do-you-use-it-for) - - [Don't Mess Up Your System](sections/02-BasicSkills.md#dont-mess-up-your-system) - - [Preconfigured Images](sections/02-BasicSkills.md#preconfigured-images) - - [Take it With You](sections/02-BasicSkills.md#take-it-with-you) - - [Kubernetes Container Deployment](sections/02-BasicSkills.md#kubernetes-container-deployment) - - [How to Create Start and Stop a Container](sections/02-BasicSkills.md#how-to-create-start-stop-a-container) - - [Docker Micro Services](sections/02-BasicSkills.md#docker-micro-services) - - [Kubernetes](sections/02-BasicSkills.md#kubernetes) - - [Why and How To Do Docker Container Orchestration](sections/02-BasicSkills.md#why-and-how-to-do-docker-container-orchestration) - - [Userful Docker Commands](sections/02-BasicSkills.md#useful-docker-commands) -- [The Cloud](sections/02-BasicSkills.md#the-cloud) - - [IaaS vs PaaS vs SaaS](sections/02-BasicSkills.md#iaas-vs-paas-vs-saas) - - [AWS Azure IBM Google IBM](sections/02-BasicSkills.md#aws-azure-ibm-google) - - [Cloud vs On-Premises](sections/02-BasicSkills.md#cloud-vs-on-premises) - - [Security](sections/02-BasicSkills.md#security) - - [Hybrid Clouds](sections/02-BasicSkills.md#hybrid-clouds) -- [Security Zone Design](sections/02-BasicSkills.md#security-zone-design) - - [How to secure a multi layered application](sections/02-BasicSkills.md#how-to-secure-a-multi-layered-application) - - [Cluster security with Kerberos](sections/02-BasicSkills.md#cluster-security-with-kerberos) - -## Advanced Engineering Skills -- [Data Science Platform](sections/03-AdvancedSkills.md#data-science-platform) - - [Why a Good Data Platform Is Important](sections/03-AdvancedSkills.md#why-a-good-data-platform-is-important) - - [Big Data vs Data Science and Analytics](sections/03-AdvancedSkills.md#Big-Data-vs-Data-Science-and-Analytics) - - [The 4 Vs of Big Data](sections/03-AdvancedSkills.md#the-4-vs-of-big-data) - - [Why Big Data](sections/03-AdvancedSkills.md#why-big-data) - - [Planning is Everything](sections/03-AdvancedSkills.md#planning-is-everything) - - [The Problem with ETL](sections/03-AdvancedSkills.md#the-problem-with-etl) - - [Scaling Up](sections/03-AdvancedSkills.md#scaling-up) - - [Scaling Out](sections/03-AdvancedSkills.md#scaling-out) - - [When not to Do Big Data](sections/03-AdvancedSkills.md#please-dont-go-big-data) -- [Connect](sections/03-AdvancedSkills.md#connect) - - [REST APIs](sections/03-AdvancedSkills.md#rest-apis) - - [API Design](sections/03-AdvancedSkills.md#api-design) - - [Implemenation Frameworks](sections/03-AdvancedSkills.md#implementation-frameworks) - - [Security](sections/03-AdvancedSkills.md#security) - - [Apache Nifi](sections/03-AdvancedSkills.md#apache-nifi) - - [Logstash](sections/03-AdvancedSkills.md#logstash) -- [Buffer](sections/03-AdvancedSkills.md#buffer) - - [Apache Kafka](sections/03-AdvancedSkills.md#apache-kafka) - - [Why a Message Queue Tool?](sections/03-AdvancedSkills.md#why-a-message-queue-tool) - - [Kafka Architecture](sections/03-AdvancedSkills.md#kafka-architecture) - - [Kafka Topics](sections/03-AdvancedSkills.md#what-are-topics) - - [Kafka and Zookeeper](sections/03-AdvancedSkills.md#what-does-zookeeper-have-to-do-with-kafka) - - [How to Produce and Consume Messages](sections/03-AdvancedSkills.md#how-to-produce-and-consume-messages) - - [Kafka Commands](sections/03-AdvancedSkills.md#kafka-commands) - - [Apache Redis Pub-Sub](sections/03-AdvancedSkills.md#redis-pub-sub) - - [AWS Kinesis](sections/03-AdvancedSkills.md#apache-kafka) - - [Google Cloud PubSub](sections/03-AdvancedSkills.md#google-cloud-pubsub) -- [Processing Frameworks](sections/03-AdvancedSkills.md#processing-frameworks) - - [Lambda and Kappa Architecture](sections/03-AdvancedSkills.md#lambda-and-kappa-architecture) - - [Batch Processing](sections/03-AdvancedSkills.md#batch-processing) - - [Stream Processing](sections/03-AdvancedSkills.md#stream-processing) - - [Three Methods of Streaming](sections/03-AdvancedSkills.md#three-methods-of-streaming) - - [At Least Once](sections/03-AdvancedSkills.md#at-least-once) - - [At Most Once](sections/03-AdvancedSkills.md#at-most-once) - - [Exactly Once](sections/03-AdvancedSkills.md#exactly-once) - - [Check The Tools](sections/03-AdvancedSkills.md#check-the-tools) - - [Should You do Stream or Batch Processing](sections/03-AdvancedSkills.md#should-you-do-stream-or-batch-processing) - - [Is ETL still relevant for Analytics?](sections/03-AdvancedSkills.md#is-etl-still-relevant-for-analytics) - - [MapReduce](sections/03-AdvancedSkills.md#mapreduce) - - [How Does MapReduce Work](sections/03-AdvancedSkills.md#How-does-mapreduce-work) - - [MapReduce](sections/03-AdvancedSkills.md#mapreduce) - - [MapReduce Example](sections/03-AdvancedSkills.md#example) - - [MapReduce Limitations](sections/03-AdvancedSkills.md#What-is-the-limitation-of-mapreduce) - - [Apache Spark](sections/03-AdvancedSkills.md#apache-spark) - - [What is the Difference to MapReduce?](sections/03-AdvancedSkills.md#what-is-the-difference-to-MapReduce) - - [How Spark Fits to Hadoop](sections/03-AdvancedSkills.md#how-does-spark-fit-to-hadoop) - - [Spark vs Hadoop](sections/03-AdvancedSkills.md#wheres-the-difference) - - [Spark and Hadoop a Perfect Fit](sections/03-AdvancedSkills.md#spark-and-hadoop-is-a-perfect-fit) - - [Spark on YARn](sections/03-AdvancedSkills.md#spark-on-yarn) - - [My Simple Rule of Thumb](sections/03-AdvancedSkills.md#my-simple-rule-of-thumb) - - [Available Languages](sections/03-AdvancedSkills.md#available-languages) - - [Spark Driver Executor and SparkContext](sections/03-AdvancedSkills.md#how-spark-works-driver-executor-sparkcontext) - - [Spark Batch vs Stream processing](sections/03-AdvancedSkills.md#spark-batch-vs-stream-processing) - - [How Spark uses Data From Hadoop](sections/03-AdvancedSkills.md#How-does-spark-use-data-from-hadoop) - - [What are RDDs and How to Use Them](sections/03-AdvancedSkills.md#what-are-rdds-and-how-to-use-them) - - [SparkSQL How and Why to Use It](sections/03-AdvancedSkills.md#available-languages) - - [What are Dataframes and How to Use Them](sections/03-AdvancedSkills.md#what-are-dataframes-how-to-use-them) - - [Machine Learning on Spark (TensorFlow)](sections/03-AdvancedSkills.md#machine-learning-on-spark-tensor-flow) - - [MLlib](sections/03-AdvancedSkills.md#mllib) - - [Spark Setup](sections/03-AdvancedSkills.md#spark-setup) - - [Spark Resource Management](sections/03-AdvancedSkills.md#spark-resource-management) - - [AWS Lambda](sections/03-AdvancedSkills.md#apache-flink) - - [Apache Flink](sections/03-AdvancedSkills.md#apache-flink) - - [Elasticsearch](sections/03-AdvancedSkills.md#elasticsearch) - - [Apache Drill](sections/03-AdvancedSkills.md#apache-drill) - - [StreamSets](sections/03-AdvancedSkills.md#streamsets) -- [Store](sections/03-AdvancedSkills.md#store) - - [Analytical Data Stores](03-AdvancedSkills.md#analytical-data-stores) - - [Data Warehouse vs Data Lake](sections/03-AdvancedSkills.md#data-warehouse-vs-data-lake) - - [Snowflake and dbt](sections/03-AdvancedSkills.md#snowflake-and-dbt) - - [Transactional Data Stores](sections/03-AdvancedSkills.md#transactional-data-stores) - - [SQL Databases](sections/03-AdvancedSkills.md#sql-databases) - - [PostgreSQL DB](sections/03-AdvancedSkills.md#postgresql-db) - - [Database Design](sections/03-AdvancedSkills.md#database-design) - - [SQL Queries](sections/03-AdvancedSkills.md#sql-queries) - - [Stored Procedures](sections/03-AdvancedSkills.md#stored-procedures) - - [ODBC/JDBC Server Connections](sections/03-AdvancedSkills.md#odbc-jdbc-server-connections) - - [NoSQL Stores](sections/03-AdvancedSkills.md#nosql-stores) - - [HBase KeyValue Store](sections/03-AdvancedSkills.md#keyvalue-stores-hbase) - - [HDFS Document Store](sections/03-AdvancedSkills.md#document-stores-hdfs) - - [MongoDB Document Store](sections/03-AdvancedSkills.md#document-stores-mongodb) - - [Elasticsearch Document Store](sections/03-AdvancedSkills.md#Elasticsearch-search-engine-and-document-store) - - [Hive Warehouse](sections/03-AdvancedSkills.md#hive-warehouse) - - [Impala](sections/03-AdvancedSkills.md#impala) - - [Kudu](sections/03-AdvancedSkills.md#kudu) - - [Apache Druid](sections/03-AdvancedSkills.md#apache-druid) - - [InfluxDB Time Series Database](sections/03-AdvancedSkills.md#influxdb-time-series-database) - - [Greenplum MPP Database](sections/03-AdvancedSkills.md#mpp-databases-greenplum) -- [Visualize](sections/03-AdvancedSkills.md#visualize) - - [Android and IOS](sections/03-AdvancedSkills.md#android-and-ios) - - [API Design for Mobile Apps](sections/03-AdvancedSkills.md#how-to-design-apis-for-mobile-apps) - - [Dashboards](sections/03-AdvancedSkills.md#dashboards) - - [Grafana](sections/03-AdvancedSkills.md#grafana) - - [Kibana](sections/03-AdvancedSkills.md#kibana) - - [Webservers](sections/03-AdvancedSkills.md#how-to-use-webservers-to-display-content) - - [Tomcat](sections/03-AdvancedSkills.md#tomcat) - - [Jetty](sections/03-AdvancedSkills.md#jetty) - - [NodeRED](sections/03-AdvancedSkills.md#nodered) - - [React](sections/03-AdvancedSkills.md#react) - - [Business Intelligence Tools](sections/03-AdvancedSkills.md#business-intelligence-tools) - - [Tableau](sections/03-AdvancedSkills.md#tableau) - - [Power BI](sections/03-AdvancedSkills.md#power-bi) - - [Quliksense](sections/03-AdvancedSkills.md#quliksense) - - [Identity & Device Management](sections/03-AdvancedSkills.md#Identity-and-device-management) - - [What Is A Digital Twin](sections/03-AdvancedSkills.md#what-is-a-digital-twin) - - [Active Directory](sections/03-AdvancedSkills.md#active-directory) -- [Machine Learning](sections/03-AdvancedSkills.md#machine-learning) - - [How to do Machine Learning in production](sections/03-AdvancedSkills.md#how-to-domachine-learning-in-production) - - [Why machine learning in production is harder then you think](sections/03-AdvancedSkills.md#why-machine-learning-in-production-is-harder-then-you-think) - - [Models Do Not Work Forever](sections/03-AdvancedSkills.md#models-do-not-work-forever) - - [Where are The Platforms That Support Machine Learning](sections/03-AdvancedSkills.md#where-are-the-platforms-that-support-this) - - [Training Parameter Management](sections/03-AdvancedSkills.md#training-parameter-management) - - [How to Convince People That Machine Learning Works](sections/03-AdvancedSkills.md#how-to-convince-people-machine-learning-works) - - [No Rules No Physical Models](sections/03-AdvancedSkills.md#no-rules-no-physical-models) - - [You Have The Data. Use It!](sections/03-AdvancedSkills.md#you-have-the-data-use-it) - - [Data is Stronger Than Opinions](sections/03-AdvancedSkills.md#data-is-stronger-than-opinions) - - [AWS Sagemaker](sections/03-AdvancedSkills.md#aws-sagemaker) - - -## Hands On Course - -- [Free Data Engineering Course with AWS, TDengine, Docker and Grafana](sections/04-HandsOnCourse.md#free-data-engineering-course-with-aws-tdengine-docker-and-grafana) -- [Monitor your data in dbt & detect quality issues with Elementary](sections/04-HandsOnCourse.md#monitor-your-data-in-dbt-and-detect-quality-issues-with-elementary) -- [Solving Engineers 4 Biggest Airflow Problems](sections/04-HandsOnCourse.md#solving-engineers-4-biggest-airflow-problems) -- [The best alternative to Airlfow? Mage.ai](sections/04-HandsOnCourse.md#the-best-alternative-to-airlfow?-mage.ai) - -## Case Studies - -- [Data Science @Airbnb](sections/05-CaseStudies.md#data-science-at-Airbnb) -- [Data Science @Amazon](sections/05-CaseStudies.md#data-science-at-Amazon) -- [Data Science @Baidu](sections/05-CaseStudies.md#data-science-at-Baidu) -- [Data Science @Blackrock](sections/05-CaseStudies.md#data-science-at-Blackrock) -- [Data Science @BMW](sections/05-CaseStudies.md#data-science-at-BMW) -- [Data Science @Booking.com](sections/05-CaseStudies.md#data-science-at-Booking.com) -- [Data Science @CERN](sections/05-CaseStudies.md#data-science-at-CERN) -- [Data Science @Disney](sections/05-CaseStudies.md#data-science-at-Disney) -- [Data Science @DLR](sections/05-CaseStudies.md#data-science-at-DLR) -- [Data Science @Drivetribe](sections/05-CaseStudies.md#data-science-at-Drivetribe) -- [Data Science @Dropbox](sections/05-CaseStudies.md#data-science-at-Dropbox) -- [Data Science @Ebay](sections/05-CaseStudies.md#data-science-at-Ebay) -- [Data Science @Expedia](sections/05-CaseStudies.md#data-science-at-Expedia) -- [Data Science @Facebook](sections/05-CaseStudies.md#data-science-at-Facebook) -- [Data Science @Google](sections/05-CaseStudies.md#data-science-at-Google) -- [Data Science @Grammarly](sections/05-CaseStudies.md#data-science-at-Grammarly) -- [Data Science @ING Fraud](sections/05-CaseStudies.md#data-science-at-ING-Fraud) -- [Data Science @Instagram](sections/05-CaseStudies.md#data-science-at-Instagram) -- [Data Science @LinkedIn](sections/05-CaseStudies.md#data-science-at-LinkedIn) -- [Data Science @Lyft](sections/05-CaseStudies.md#data-science-at-Lyft) -- [Data Science @NASA](sections/05-CaseStudies.md#data-science-at-NASA) -- [Data Science @Netflix](sections/05-CaseStudies.md#data-science-at-Netflix) -- [Data Science @OLX](sections/05-CaseStudies.md#data-science-at-OLX) -- [Data Science @OTTO](sections/05-CaseStudies.md#data-science-at-OTTO) -- [Data Science @Paypal](sections/05-CaseStudies.md#data-science-at-Paypal) -- [Data Science @Pinterest](sections/05-CaseStudies.md#data-science-at-Pinterest) -- [Data Science @Salesforce](sections/05-CaseStudies.md#data-science-at-Salesforce) -- [Data Science @Siemens Mindsphere](sections/05-CaseStudies.md#data-science-at-Siemens-Mindsphere) -- [Data Science @Slack](sections/05-CaseStudies.md#data-science-at-Slack) -- [Data Science @Spotify](sections/05-CaseStudies.md#data-science-at-Spotify) -- [Data Science @Symantec](sections/05-CaseStudies.md#data-science-at-Symantec) -- [Data Science @Tinder](sections/05-CaseStudies.md#data-science-at-Tinder) -- [Data Science @Twitter](sections/05-CaseStudies.md#data-science-at-Twitter) -- [Data Science @Uber](sections/05-CaseStudies.md#data-science-at-Uber) -- [Data Science @Upwork](sections/05-CaseStudies.md#data-science-at-Upwork) -- [Data Science @Woot](sections/05-CaseStudies.md#data-science-at-Woot) -- [Data Science @Zalando](sections/05-CaseStudies.md#data-science-at-Zalando) - -## Best Practices Cloud Platforms - -- [Amazon Web Services (AWS)](sections/06-BestPracticesCloud.md#aws) - - [Connect](sections/06-BestPracticesCloud.md#Connect) - - [Buffer](sections/06-BestPracticesCloud.md#Buffer) - - [Processing](sections/06-BestPracticesCloud.md#Processing) - - [Store](sections/06-BestPracticesCloud.md#Store) - - [Visualize](sections/06-BestPracticesCloud.md#Visualize) - - [Containerization](sections/06-BestPracticesCloud.md#Containerization) - - [Best Practices](sections/06-BestPracticesCloud.md#Best-Practices) - - [More Details](sections/06-BestPracticesCloud.md#More-Details) -- [Microsoft Azure](sections/06-BestPracticesCloud.md#azure) - - [Connect](sections/06-BestPracticesCloud.md#Connect-1) - - [Buffer](sections/06-BestPracticesCloud.md#Buffer-1) - - [Processing](sections/06-BestPracticesCloud.md#Processing-1) - - [Store](sections/06-BestPracticesCloud.md#Store-1) - - [Visualize](sections/06-BestPracticesCloud.md#Visualize-1) - - [Containerization](sections/06-BestPracticesCloud.md#Containerization-1) - - [Best Practices](sections/06-BestPracticesCloud.md#Best-Practices-1) -- [Google Cloud Platform (GCP)](sections/06-BestPracticesCloud.md#gcp) - - [Connect](sections/06-BestPracticesCloud.md#Connect-2) - - [Buffer](sections/06-BestPracticesCloud.md#Buffer-2) - - [Processing](sections/06-BestPracticesCloud.md#Processing-2) - - [Store](sections/06-BestPracticesCloud.md#Store-2) - - [Visualize](sections/06-BestPracticesCloud.md#Visualize-2) - - [Containerization](sections/06-BestPracticesCloud.md#Containerization-2) - - [Best Practices](sections/06-BestPracticesCloud.md#Best-Practices-2) - -## 130+ Free Data Sources For Data Science - -- [General And Academic](sections/07-DataSources.md#General-And-Academic) -- [Content Marketing](sections/07-DataSources.md#Content-Marketing) -- [Crime](sections/07-DataSources.md#Crime) -- [Drugs](sections/07-DataSources.md#Drugs) -- [Education](sections/07-DataSources.md#Education) -- [Entertainment](sections/07-DataSources.md#Entertainment) -- [Environmental And Weather Data](sections/07-DataSources.md#Environmental-And-Weather-Data) -- [Financial And Economic Data](sections/07-DataSources.md#Financial-And-Economic-Data]) -- [Government And World](sections/07-DataSources.md#Government-And-World) -- [Health](sections/07-DataSources.md#Health) -- [Human Rights](sections/07-DataSources.md#Human-Rights) -- [Labor And Employment Data](sections/07-DataSources.md#Labor-And-Employment-Data) -- [Politics](sections/07-DataSources.md#Politics) -- [Retail](sections/07-DataSources.md#Retail) -- [Social](sections/07-DataSources.md#Social) -- [Travel And Transportation](sections/07-DataSources.md#Travel-And-Transportation) -- [Various Portals](sections/07-DataSources.md#Various-Portals) -- [Source Articles and Blog Posts](sections/07-DataSources.md#Source-Articles-and-Blog-Posts) -- [Free Data Sources Data Science](sections/07-DataSources.md) - -## 1001 Interview Questions - -- [Interview Questions](sections/08-InterviewQuestions.md) - -## Recommended Books, Courses, and Podcasts - -- [About Books and Courses](sections/09-BooksAndCourses.md#about-books-and-courses) -- [Books](sections/09-BooksAndCourses.md#books) - - [Languages](sections/09-BooksAndCourses.md#books-languages) - - [Data Tools & Platforms](sections/09-BooksAndCourses.md#books-data-science-tools) - - [Business](sections/09-BooksAndCourses.md#Books-Business) - - [Community Recommendations](sections/09-BooksAndCourses.md#Community-Recommendations) -- [Online Courses](sections/09-BooksAndCourses.md#online-courses) - - [Preparation courses](sections/09-BooksAndCourses.md#Preparation-courses) - - [Data engineering courses](sections/09-BooksAndCourses.md#Data-engineering-courses) -- [Podcasts](sections/09-BooksAndCourses.md#Podcasts) - - [Super Data Science](sections/09-BooksAndCourses.md#Super-Data-Science) - - [Data Skeptic](sections/09-BooksAndCourses.md#Data-Skeptic) - - [Data Engineering Podcast](sections/09-BooksAndCourses.md#Data-Engineering-Podcast) - - [Roaring Elephant BiteSized Big Tech](sections/09-BooksAndCourses.md#Roaring-Elephant-BiteSized-Big-Tech) - - [SQL Data Partners Podcast](sections/09-BooksAndCourses.md#SQL-Data-Partners-Podcast) - - -## How To Contribute -If you have some cool links or topics for the cookbook, please become a contributor. - -Simply pull the repo, add your ideas and create a pull request. -You can also open an issue and put your thoughts there. - -Please use the "Issues" function for comments. - - -## Important Links - -Subscribe to my YouTube channel for regular updates: -[Link to YouTube](https://www.youtube.com/channel/UCY8mzqqGwl5_bTpBY9qLMAA) - -I have a Medium publication where you can publish your data engineer articles to reach more people: -[Medium publication](https://link.medium.com/9oi1VDrhPW) - -
-*(As an Amazon Associate I earn from qualifying purchases from Amazon -This is free of charge for you, but super helpful for supporting this channel)