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How to Install Docker on Windows: A Step-by-Step Guide

How to Install Docker on Windows: A Step-by-Step Guide

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How to Install Docker on Windows: A Step-by-Step Guide Docker has become an indispensable tool for developers, enabling containerized application deployment and management with unparalleled efficiency. If you're a Windows user and want to leverage Docker for your projects, this guide will walk you through the installation process step by step.Why Use Docker on Windows?Docker containers allow you to package applications and their dependencies into lightweight, portable units. This ensures consistency across development, testing, and production environments. By installing Docker on Windows, you can:Run applications in isolated containers.Simplify development workflows.Easily scale your applications.Collaborate seamlessly with teams using the same containerized…
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The roadmap for becoming a Machine Learning Engineer 

The roadmap for becoming a Machine Learning Engineer 

Apache Spark Machine Learning, , , , ,
The roadmap for becoming a Machine Learning Engineer typically involves mastering various skills and technologies. Here’s a step-by-step guide:Step 1: Learn the BasicsProgramming Skills: Start with proficiency in Python and libraries like NumPy, Pandas, and Matplotlib for data manipulation and visualization.Mathematics and Statistics: Understand linear algebra, calculus, probability, and statistics, which form the backbone of machine learning algorithms.Data Handling: Learn data preprocessing techniques like cleaning, normalization, and feature engineering.Step 2: Dive into Machine LearningSupervised Learning: Understand regression, classification, and ensemble methods (Decision Trees, Random Forests, Gradient Boosting).Unsupervised Learning: Learn clustering (K-Means, Hierarchical), dimensionality reduction (PCA, t-SNE), and association rule learning.Model…
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The roadmap for becoming a Data Engineer 

The roadmap for becoming a Data Engineer 

Bigdata Hadoop, , , , , , , , ,
The roadmap for becoming a Data Engineer typically involves mastering various skills and technologies. Here's a step-by-step guide:Step 1: Learn the FundamentalsProgramming Languages: Start with proficiency in languages like Python, SQL, and possibly Scala or Java.Database Knowledge: Understand different database systems (SQL and NoSQL) and their use cases.Data Structures and Algorithms: Gain a solid understanding of fundamental data structures and algorithms.Mathematics and Statistics: Familiarize yourself with concepts like probability, statistics, and linear algebra.Step 2: Acquire Big Data TechnologiesApache Hadoop: Learn the Hadoop ecosystem tools like HDFS, MapReduce, Hive, and Pig for distributed data processing.Apache Spark: Master Spark for data processing,…
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Installing Metabase on Windows using Docker

Installing Metabase on Windows using Docker

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In this tutorial, we will set up a Metabase and run it using Docker.Install Docker Desktop: If you haven't already, download and install Docker Desktop for Windows from the Docker website (https://www.docker.com/products/docker-desktop). Enable Docker: Ensure that Docker Desktop is running and properly configured on your Windows system. (Docker Desktop is an .exe file similar to other windows installs)  3. Pull the Metabase Docker Image: Pull the Metabase Docker image from Docker Hub https://youtu.be/sBYEa_6_lbA4. Create a Docker Container: Once the image is downloaded, create a Docker container5. Access Metabase: Once the container is running, you can access Metabase by opening a web browser and…
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Installing Apache Druid on the Local Machine

Installing Apache Druid on the Local Machine

Bigdata Hadoop, , , , ,
Apache Druid is a real-time analytics database designed for fast slice-and-dice analytics ("OLAP" queries) on large data sets. Most often, Druid powers use cases where real-time ingestion, fast query performance, and high uptime are important.Druid is commonly used as the database backend for GUIs of analytical applications, or for highly-concurrent APIs that need fast aggregations. Druid works best with event-oriented data.Common application areas for Druid include:Clickstream analytics including web and mobile analyticsNetwork telemetry analytics including network performance monitoringServer metrics storageSupply chain analytics including manufacturing metricsApplication performance metricsDigital marketing/advertising analyticsBusiness intelligence/OLAP Prerequisites You can follow these steps on a relatively modest…
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Installing Single Node Kafka Cluster

Installing Single Node Kafka Cluster

Bigdata Hadoop, , , ,
In this tutorial, we will set up a single-node Kafka Cluster and run it using the command line.Step 1) Let’s start getting the Kafka binary, you can download the Kafka binary from the below linkhttps://kafka.apache.org/Step 2) Click on Download button Click on the binary download to get the download started Kafka is download in the Downloaded folder Moving the Kafka download to the Kafka Directory (ie /home/dataengineer/kafka) Step 3) Unzip Kafkatar -xvzf kafka_2.12-3.6.0.tgz Step 4) START THE KAFKA ENVIRONMENTNOTE: Your local environment must have Java 8+ installed.Apache Kafka can be started using ZooKeeperKafka with ZooKeeperRun the following commands in order…
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Data Analysis using SQL

Data Analysis using SQL

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Agenda  This script will serve as an introduction to advanced data analysis utilizing the SQL language, which should be a necessary tool for every data scientist, data engineer, and machine learning engineer to gain access to data. The idea underlying SQL is fairly similar to that of any other language or tool used for data analysis (excel, Pandas), thus it should be very intuitive for individuals who have experience working with data. Loading Data into https://sqliteonline.com/ Open Website in Browser Click on File and select on Open DB Select the file database.sqlite which is downloaded from the download section and…
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Installing Apache Flume on Ubuntu

Installing Apache Flume on Ubuntu

Bigdata Hadoop, , , ,
System Requirements:Java Runtime Environment - Java 1.8 or laterMemory - Sufficient memory for configurations used by sources, channels or sinksDisk Space - Sufficient disk space for configurations used by channels or sinksDirectory Permissions - Read/Write permissions for directories used by agentThe first step is to create a folder Flume:Make flume directory in /home/dataengineer/mkdir flumecd flume We need to go to the website  https://flume.apache.org/ and click on download. A new webpage will get open click on  apache-flume-1.11.0-bin.tar.gz A new webpage will get open https://www.apache.org/dyn/closer.lua/flume/1.11.0/apache-flume-1.11.0-bin.tar.gz  and copy the link shown to you. Type the below commandwget https://dlcdn.apache.org/flume/1.11.0/apache-flume-1.11.0-bin.tar.gz You will be able to…
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MySQL client and Server Installation

MySQL client and Server Installation

Bigdata Hadoop,
Step 1: Update/Upgrade Package Repositorysudo apt updatesudo apt upgradeStep 2: Install MySQLsudo apt install mysql-serverWhen asked if you want to continue with the installation, answer Y and hit ENTER.Note: If you only want to connect to a remote MySQL server instead of hosting a database on your machine, install only the MySQL Client by running:sudo apt install mysql-client Step 3: Check if MySQL Service Is Runningsudo systemctl status mysql Step 4: Log in to MySQL Serversudo mysql -u root
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Installing Apache Sqoop on Ubuntu

Installing Apache Sqoop on Ubuntu

Bigdata Hadoop, , ,
Step 1) Create a Sqoop directory by using the command mkdir sqoop so that we can download Apache Sqoop.Step 2) Download the stable version of Apache Sqoop (ie Apache Sqoop 1.4.7 in the year 2022) Website URL https://archive.apache.org/dist/sqoop/1.4.7/wget https://archive.apache.org/dist/sqoop/1.4.7/sqoop-1.4.7.bin__hadoop-2.6.0.tar.gzStep 3) Unzip the downloaded file using the tar commandtar -xvzf sqoop-1.4.7.bin__hadoop-2.6.0.tar.gzStep 4) Edit the .bashrc file by using the commandnano .bashrcStep 5) Enter the following commands below in bashrc file and save itexport SQOOP_HOME="/home/dataengineer/sqoop/sqoop-1.4.7.bin__hadoop-2.6.0"export PATH=$PATH:$SQOOP_HOME/bin Step 6) Execute the below command on the command prompt so bashrc gets activated.source ~/.bashrcStep 7) Check the installed sqoop version using the below commandsqoop version…
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