Artificial Intelligence 10 Best Tools 2023

Artificial Intelligence 10 Best Tools 2023 

1. TensorFlow: TensorFlow is an open-source machine learning framework developed by Google. It is widely used for building and deploying AI models, especially for tasks like deep learning and neural networks.

   

2. PyTorch: PyTorch is another popular open-source deep learning framework. It provides a dynamic computation graph and is favored by researchers and developers for its flexibility and ease of use.

   

3. Scikit-learn: Scikit-learn is a machine learning library in Python that offers a wide range of tools and algorithms for data preprocessing, feature extraction, and model training. It is known for its simplicity and efficiency.

   

4. Keras: Keras is a high-level neural networks library that runs on top of TensorFlow. It simplifies the process of building and training deep learning models, making it a favored choice for beginners and rapid prototyping.

   
    

5. Caffe: Caffe is a deep learning framework known for its speed and efficiency in training convolutional neural networks (CNNs). It is often used in computer vision tasks and has a large community and pre-trained models available.

   
   
    

6. IBM Watson: IBM Watson is a suite of AI tools and services offered by IBM. It provides APIs and development environments for natural language processing, computer vision, chatbots, and more. It is suitable for businesses looking to leverage AI capabilities without building everything from scratch.

    

7. Microsoft Azure Cognitive Services: Microsoft Azure Cognitive Services is a collection of AI services that cover areas like speech recognition, language understanding, image recognition, and more. It provides pre-built APIs that can be easily integrated into applications.

    

8. OpenAI GPT-3: OpenAI GPT-3 is a state-of-the-art language model known for its advanced natural language processing capabilities. It can generate human-like text and has applications in chatbots, language translation, content generation, and more.

    

9. RapidMiner: RapidMiner is a data science platform that offers a visual interface for building and deploying AI models. It provides a wide range of data preparation, modeling, and evaluation tools, suitable for both beginners and experts.

    

10. NVIDIA CUDA: NVIDIA CUDA is a parallel computing platform and API that enables efficient utilization of GPUs for AI and deep learning tasks. It accelerates computations and allows for faster training and inference of AI models.

    
    
     

These are just a few examples of the many tools available in the AI space. The choice of tools depends on your specific requirements, expertise, and the nature of the AI project you're working on.

How to Install Flatpak in Manjaro

 How to Install Flatpak in Manjaro

 

Manjaro, a popular Linux distribution known for its user-friendly interface and high performance, offers users the ability to diversify their software options by installing Flatpak. Flatpak is a universal package management system that allows users to install and run applications across different Linux distributions. In this article, we will guide you through the process of installing Flatpak in Manjaro, empowering you to explore a wider range of software choices.

Manjaro Linux is renowned for its user-friendly interface and stability, while Flatpak is a powerful package management system designed to provide a consistent application experience across different Linux distributions. By installing Flatpak in Manjaro, users gain access to a vast catalog of applications that can be easily installed and run without worrying about compatibility issues. This article will provide step-by-step instructions on how to install Flatpak in Manjaro and unleash the potential of this versatile package management system.

To install Flatpak in Manjaro, open a terminal and execute the following commands:

sudo pacman -Syu

sudo pacman -S flatpak
flatpak remote-add --if-not-exists flathub https://flathub.org/repo/flathub.flatpakrepo

The first command updates the system and ensures that you have the latest package information. The second command installs Flatpak from the official Manjaro repositories. The third command adds the Flathub repository, which is a popular source of Flatpak applications. This step is necessary to access the wide range of software available through Flatpak.

Once Flatpak is installed, you can start exploring and installing applications from the Flathub repository. To search for available applications, you can visit the Flathub website or use the following command in the terminal:

flatpak search [application-name]

To install an application, use the command:

flatpak install [application-id]

For example, to install the popular application "Spotify," you can run:

flatpak install flathub com.spotify.Client

Flatpak automatically handles the dependencies and runtime environment required for the application, ensuring a smooth installation process.

By installing Flatpak in Manjaro, users can greatly expand their software possibilities and enjoy a hassle-free experience when installing applications. Flatpak's universal package format and compatibility across Linux distributions make it an excellent choice for Manjaro users looking to access a broader range of software. The easy-to-use Flatpak commands allow for effortless installation of applications from the Flathub repository. With Flatpak in Manjaro, users can personalize their Linux experience and enjoy the flexibility and convenience of this versatile package management system. Explore the world of Flatpak and unlock a wealth of software choices in your Manjaro environment.

Simplifying Software Installation: How to Install snapd in Manjaro

 Simplifying Software Installation: How to Install snapd in Manjaro

 

Manjaro, a popular Linux distribution, offers a user-friendly interface and excellent performance. Installing snapd, developed by Canonical, expands software options by providing access to a wide range of applications from the Snap Store. In this article, we'll guide you through the process of installing snapd in Manjaro, enhancing your software accessibility.

Manjaro is known for its user-friendly interface and reliable performance, while snapd is a package management system developed by Canonical. Snapd allows users to easily access a variety of applications from the Snap Store. By installing snapd in Manjaro, users can enjoy the benefits of simplified installation, automatic updates, enhanced security, and the ability to roll back to previous versions. This article will provide step-by-step instructions on how to install snapd and explore the Snap Store's extensive software library.

Installing snapd in Manjaro (100 words): To install snapd in Manjaro, open a terminal and execute the following commands:

bash

sudo pacman -Syu
sudo pacman -S snapd
sudo systemctl enable --now snapd.socket
sudo ln -s /var/lib/snapd/snap /snap

The first command ensures that your system has the latest package information. The second command installs snapd from the official Manjaro repositories. The third command enables snapd to start automatically on boot. Lastly, the fourth command creates a symbolic link, making snaps accessible in the /snap directory.

Once snapd is installed, you can explore the Snap Store's vast collection of applications. To launch the Snap Store, search for "snap-store" in the application menu or execute the command snap-store in the terminal. The Snap Store provides a user-friendly interface for discovering, installing, and managing snaps. You can browse categories, search for specific software, read descriptions, and check ratings and reviews. Simply click on the "Install" button next to the desired application to initiate the installation process.

Installing snapd in Manjaro allows users to broaden their software options with the convenience of simplified installation and management. The Snap Store offers a diverse range of applications, from productivity tools to games, all packaged securely as snaps. With an intuitive interface, the Snap Store simplifies the process of discovering and installing software. Embracing snapd in Manjaro provides users with the benefits of streamlined installations, automatic updates, and improved security. By unlocking the potential of snapd, Manjaro users can tailor their Linux experience and access a vast ecosystem of applications.

What is Chat GPT

 

Chat GPT from OpenAI is a powerful natural language processing (NLP) system that can be used to generate sophisticated conversations. The system is based on a deep learning model that was trained on large amounts of data from the internet. The model can generate text that is both coherent and relevant to a given context.

Chat GPT is the latest in OpenAI’s suite of NLP products. It is designed to be a more human-like conversational agent than its predecessors. It has been designed to be able to handle a wide variety of conversational topics, including but not limited to, customer service conversations, product recommendations, and general conversations.

The model behind Chat GPT is based on OpenAI’s GPT-3 model, which was trained on a massive amount of text data from the internet. This model was designed to capture the complexity of human language and to be able to generate text that is both natural and relevant to a given context.

The model is also able to take into account user feedback, so it can improve its responses over time. This makes Chat GPT an excellent choice for conversational agents that need to be able to learn from their interactions with users.

Chat GPT is a great tool for businesses that need to provide customer service or product recommendations. It can handle a variety of conversations, from simple customer service conversations to more complex product recommendations. Furthermore, the system is able to learn from user feedback, allowing it to provide better customer service over time.

The system can also be used to generate automated responses to customer inquiries, making it a great choice for businesses that need to respond quickly to customer questions. This can help reduce the time spent on customer service conversations and increase customer satisfaction.

Overall, Chat GPT from OpenAI is an excellent tool for businesses that need to provide customer service and product recommendations. The system is based on a powerful deep learning model that can generate text that is both natural and relevant to a given context. Furthermore, the system is able to take into account user feedback and can improve its responses over time. This makes Chat GPT an excellent choice for customer service and product recommendation conversations.

The Best and Easiest Tool for Rest / Web services Testing and Debuging

Rested Client

Rested Client is a Chrome extension that helps users to quickly and easily create and use APIs. The extension enables users to create and save custom requests and view the results in a graphical format. It also allows users to share their requests with others and collaborate on projects.

The extension is designed to make it easier for developers to create and use APIs for their projects. The goal is to reduce the time and effort required to complete an API request. It does this by allowing users to quickly create and save custom requests, as well as view the results in a graphical format.

Rested Client helps users create requests by providing a visual interface with a library of components. It allows users to easily customize their requests with parameters, headers, and body content. The requests are then saved in a library where they can be easily accessed and reused in the future.

Once a request is created, users can view the results in a graphical format. This makes it easier to analyze the data and make decisions. It also allows users to quickly debug their requests and ensure they're working properly.

The extension also provides a way to share requests with others and collaborate on projects. Users can easily copy and paste the request into a shared folder, allowing team members to access and use the requests in their own projects.

In addition to its library of components and graphical format, Rested Client also provides a way for users to test their requests. Using the included testing tools, users can quickly and easily test their requests to make sure they are working properly.

Overall, Rested Client is a great extension for developers who want to quickly and easily create and use APIs. It provides a visual interface with a library of components, allowing users to easily customize their requests. It also provides a way for users to view the results in a graphical format, as well as a way to share their requests with others and collaborate on projects. Finally, the extension includes testing tools to ensure that requests are working properly. All in all, Rested Client is a great tool for developers who want to create and use APIs faster and more efficiently.

Best Android Libraries for Developers (Must Have)

Best Android Libraries You must have

android application development is not as easy as web based application but there are certain libraries and tools which can make you life easier described bellow

ActiveAndroid is a orm library which is very easy to use and configure make the development faster it can be downloaded from https://github.com/pardom/ActiveAndroid/

AndroidAnnotations is framework for android which can speed up the development process and help developer to focus on what is important instead of wasting time on none functional things more details on http://androidannotations.org/

Universal Image Loader is a library focused on image loading, caching and  displaying.it is best for using with online assets. it can load images async and sync.can be found on https://github.com/nostra13/Android-Universal-Image-Loader

Fuel is a great library for the http protocol based networking as mostly of our applications are based on http so we must have it to faster our development https://github.com/kittinunf/Fuel

AndroidPdfViewer Library for displaying PDF documents on Android, with animations, gestures, zoom and double tap support. very easy to setup in project https://github.com/barteksc/AndroidPdfViewer

ZXing If you application involves QR code than you must use ZXing it is purely implemented in java so would be easier to configure https://github.com/zxing/zxing

CONFIGURATION AND INSTALLATION OF CENTOS WEB-PANEL ON AMAZON AWS

CONFIGURATION AND INSTALLATION OF CENTOS WEB-PANEL ON AMAZON AWS

Cento web-panel is an opensource web based control panel which can only be installed on Centos Operating system Here we will discuss its installation on the amazon aws. There is no particular reason for the usage of amazon aws its only due to personal experience.the process of installation on Amazon was is as follow

• Open amazon was console management and create a new instance on EC2
• On this instance install CENTOS 6 which is currently the only supported version of centos in cents web-panel
• after the installation visit the cents web-panel and follow the instructions for the download and installation of latest version of cents web-panel
  
• after following the steps you will get the Mysql db administrator password at the end.
  

Creating Nameservers for your Server in VestaCP

Creating and configuring DNS and  Nameservers

• As we have setup VestaCP the next phase is configuration
• Now we are able to access our server with ip address
• We want to access our server with domain name
• Setting up the domain name requires to register a domain with domain registrar the most commonly used is godaddy.com
• So we would be describing the process through using godaddy.com
• Go to godaddy.com and register a domain like yourdomain.com
• Go to godaddy and click on domain and click on manage

• Add two hostname using ns1 and ns2 and point to your elastic ip
• Now change the nameservers of your domain to ns1.yourdomain.com and ns2.yourdomain.com

• Go to your VestaCP and add website and check the DNS and Mail
• Now go to DNS and edit yourdomain.com and change the template to ns-child also change the IP to your elastic IP

• Now go to the packages and edit the default package and edit the ns records to

ns1.yourdomain.com

ns2.yourdomain.com

• Save it and you are done with configuring the nameservers and you would able to access the VestaCP using yourdomain.com:8083
• Now you can use these ns1.yourdomain.com and ns2.yourdomain.com for other domains to point to your server

VestaCP Installation and Configuration on Amazon Aws EC2

Web hosting servers installation and Configuration

• We have discussed in the previous post the requirements of servers for web hosting. The servers remains the same for almost all type of web hosting
• The one application we have choice is the control panel it is the application through which we manage the resources of our server in web browser
• There are multiple options in selecting control panel.the famous of them are cpanel , plesk, ISPConfig and Webmin the cpanel and plesk are closed source and you have to buy license where as the ISPconfig and Webmin are open source and you can use them free of cost
• Here we would be using a newly trending VestaCP. It can be considered as a child in the competition but after its study it full fill all our needs and requirements it have a very user friendly interface and easy to install and configure.
• Mostly, all the control panels install , all the required server by themselves so instead of installing each server separately we will install the panel. And it would make the installations for the server applications
• The installation of VestaCP is described on there home page(https://vestacp.com/) you can access through the url  as below.

ssh root@your.server# Download installation scriptcurl -O http://vestacp.com/pub/vst-install.sh#

Run it bash 

vst-install.sh

• Note the username and password in the terminal
• After the installation goto the Amazon aws management console and add access to the instance on the port 8083
  
• Now the browser in url put your IP and port like this xxx.xxx.xxx.xx:8083
• Enter your login username and password the username remains admin unless you globally change and if you have provided the password the that would be used otherwise in your terminal it would be shown in the end
  
• After login go to firewall and note all the ports with protocol.
• As you have noted the ports in firewall the next step is again go to amazon aws management console and give access to all the noted ports with protocol
• Now our web hosting server is ready for further configuration please visit our next post.

Features of a Common Web-Hosting Server

Features of a common web-hosting server

A normal web hosting server requires the following web hosting server applications

1. Apache server for processing and web based requests.it work on ports 80 and 443 or 8080 for communication on http and https protocol.it execute the application on the server and present result as response to the user
2. Vsftpd Server it is used to give access to users to upload and data and applications and handle there space on server the communication is done on port 21 and various other ports are used to manage the system for deep knowledge study the ftp passive and active mode file transfer it use the FTP protocol
3. Bind Server transfer Domain name to specific IP the port used for the processing is 53 and it is using the DNS protocol also called Domain name server
4. Msql is a database server used for saving data in RDBMS format for the user
5. Phpmyadmin is an application which is executed through apache server and it is used for accessing and managing data on the mysql in browser
6. exim a mail server for user to mange there business email it use port 25 and work on smtp protocol
7. Control panel it is the most important part of any web host to mange there servers
   

The above servers would solve the following requirements for our server which can be most easily handout like the below

• We have the power to add and manage multiple users
• We can enforce limits on users on the usage of server resources
• The server give us the way to be backup and manage
• We can setup task that can be executed on specific time without our needs automatically means Cron system
• We give the access to the users to manage there database and application in web browser easily
• We have a view to add send and receive emails
• A complete web based solution for us and our customers or other users

The above requirements and handouts give us a road map, which shows what we have to build actually the further installation and configuration would be described in the next post

Creating and Setting up a Web Hosting Server Using Amazon EC2

Creating and Setting up a Web Hosting Server

As there are a lot of web hosting companies available on very cheap costs. why would someone want to setup his own server. There come the needs where some of them can be like these

1. You don’t have full control
2. You are scared of data share
3. You can’t execute a simple command like grip
4. Your usage is lesser than the fee
5. Your requirements are increased and the you are unable to increase the resources
6. You have multiple customers and you want to profit in the hosting service

If any reason of the above or other and you are committed to setup a hosting service than you are at the right place.

• For setting up a web hosting service we have two options either we create and deploy our own physical server where we would have to maintain all the resources required for a server physically or we go for Cloud where we rent the required resources.
• In some cases setting up a physical server would be a waste of resources and time now a days. So we I would be going through how to setup server in cloud which is easy and let the other to maintain for us.
• There are a lot of cloud Iaas(Infrastructure as a service) services available on the net of which famous are Amazon EC2, Google Cloud, Microsoft Azure and Digital Ocean.
• You can select anyone according to your requirements and usage here I would be using Amazon EC2 due to my previous personnel experience and requirements.
• You have to create a instance on the server and make it accessible by SSH so that you can install and configure software’s on the server.
  
• I have created Ubuntu 14 Instance on EC2 using micro as with requirements we will increases the resources
• Assign an Elastic IP to the Instance. Which is like static IP but have feature that you can later assign it to another instance
• Further installation and configuration would be coming up in the future posts