AI Airtificial Intelligent

What is AI ? Artificial intelligence, or AI, is technology that enables computers and machines to simulate human intelligence and problem-solving capabilities. 

The technology itself are pieces of computer codes or programs embbeding in computers and machines which communicate with each other and perform a task, just like humans.

For machines that have mobility functions such as robots, they have sensors and actuators which enable them to move, sense, peform measurement etc. AI is not only about pieace of codes or algorithms but involves hardware machines.Thes hardware devices have in them codes.

AI can perform tasks that would otherwise require human intelligence or intervention. Digital assistants, GPS guidance, autonomous vehicles, and generative AI tools  like Open AI's Chat GPT, Descript  are just a few examples of AI applications.

There are so many Ai tool  some are Open Source and some requires purchase of Licence. Ai tool can be use for the following tasks below.

AI tools for Editing Video:

AI tools for Transcrbing:

AI Tool for converting Text to Speech:

AI tool for converting Speech to Text:

Ai tool for Generating Photo:

What are AI frameworks and Libraries for developing applications:

AI frameworks and libraries are — a collection of pre-built tools and resources that simplify the process of building applications on the basis of Artificial Intelligence. These frameworks provide a foundation for implementing machine learning and deep learning algorithms, making it easier to develop intelligent software. If you intend developing Ai applications, consider what you what your application to do, the requirement and then look for a framework or libraries that fit your application development.

The AI framework or libraries that one could use to build applications are listed below. I have do favourite, my choice depends on the kind of applications I will like to develop.

OpenAI

Perhaps OpenAI is the most pouplar one. OpenAi is not application, its a framework you can develop applications  for example OpenAi's Chat GTP is an applications providing prompts where you can look for assistance on how to write a business proposal. It provides a guide.

OpenAI provides a range of tools for different AI tasks, including making images or converting text to speech. It's known for its powerful GPT language models that can understand and generate human-like text. 

PyTorch

Torch is an open-source machine learning library known for its dynamic computational graph and is favored by researchers. The framework is excellent for prototyping and experimentation. Moreover, it's empowered by growing community support, with tools like PyTorch being built on the library. PyTorch has swiftly become one of the most widely used frameworks out there, useful in all kinds of applications.

Scikit-Learn

Scikit-Learn is a Python library for machine learning. It is an open-source and beginner-friendly tool that offers data mining and machine learning capabilities, as well as comprehensive documentation and tutorials. 

TensorFlow

TensorFlow is an open-source deep learning framework developed by Google. It's renowned for its flexibility and scalability, making it suitable for many AI applications. T

Keras

Keras is an open-source high-level neural networks API that runs on top of TensorFlow or other frameworks. It is user-friendly and easy to learn, simplifying the process of operating with deep learning models. Moreover, it's ideal for quick prototyping. You should only keep in mind that Keras may lack some advanced features for complex tasks.

LangChain

LangChain has recently gained popularity as a framework for large language model (LLM) applications. It allows developers to build applications using LLMs with features like model I/O, data connections, chains, memory, agents, and callbacks. LangChain integrates with various tools, including OpenAI and Hugging Face Transformers, and is used for diverse applications like chatbots, document summarization, and interacting with APIs.

Hugging Face

Hugging Face specializes in easy-to-use AI tools, mainly known for their "Transformers" library, which helps in advanced machine learning tasks like language processing and creating chatbots. They also provide tools for generating images and sounds, efficient ways to handle data in AI models, and simple methods to update large AI models. Additionally, they offer web-friendly versions of these tools, making it easier for beginners and experts alike to experiment with AI in various fields, including natural language processing and computer vision.

PyBrain

PyBrain is an open-source ML library for Python. It provides a simple and flexible environment for experimenting with various machine learning algorithms and is perfect for researchers, educators, and developers looking for a lightweight Python-based framework for exploring machine learning concepts.

IBM Watson

IBM Watson is a suite of AI and machine learning services provided by IBM. It offers tools and solutions for building and deploying AI-powered applications, including natural language processing, computer vision, and predictive analytics.

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Microsoft Cognitive Toolkit (CNTK)

The Microsoft Cognitive Toolkit, or CNTK, is a free and open-source deep learning AI framework developed by Microsoft. I.

It is preferred by many researchers, data scientists, and developers working on deep learning projects with access to powerful hardware because it's highly efficient, particularly for training large models. It also supports multiple neural network types, including feedforward and recurrent networks; additionally, it provides a Python API for ease of use.