AI Algorithms

About AI Algorithms

Artificial Intelligence (AI) is the branch of computer science which refers to the human intelligence simulation in development of intelligence of machines that are programmed to work, think and behave like humans and follow their actions such as speech recognition, problem solving, learning and planning. The classification of AI in the current system divided in four primary AI types named as reactive, limited memory, theory of mind and self-aware. In the current age we interact with a lot of AI things like robotics, automated self-driving vehicles, smart assistance, automated financial investing and much more.
John McCarthy known as the father of AI who is the inventor of LISP (List Processing Language). Artificial Intelligence has left a huge impact on the economic world and producing an immeasurable amount of data day by day. AI improving the latest technologies and playing very effective role in the area of machine learning. The main goal of AI is to taking decisions by machine like a human being does. Basically the Intelligence term is composed of reasoning, learning, problem solving, perception and linguistic intelligence. Artificial Intelligence resolve three types of different problems known as classification, regression and clustering problem. Classification and Regression problems belongs to supervised leaning and clustering lays in unsupervised learning.
AI defines most powerful and useful computer devices and improved and new interfaces for human interaction. Data and information management handled by AI is better than humans and it evaluate new techniques to solve problems and easily convert data to useful knowledge and provides perfect statistics in the meantime. Python and R are most popular AI programming languages to implementation of the solutions of complex problems. There are some popular challenges in AI such as it needs more human computing power with limited knowledge. Data scarcity, privacy and security problems occurs when human use AI to resolve their problem in social environments.
The basic purpose of this app is providing the authentic information about Artificial Intelligence and AI algorithms. This app includes eight types of AI algorithms and briefly describes each type of algorithm. This app is very helpful for computer science students and especially for those who are working in the area of AI, machine learning, automation and robotics. Initially the each type of AL algorithms have further algorithms list based on the working structure and methods. It is very simple, easy to use and user friendly interface. It is a simple three activity app, first screen is containing a logo and app name called as splash screen and the second activity is containing the types of AI algorithms, the last one screen designed for the details and describing the each type of algorithms which starting from the basic idea of algorithm type and list of algorithm that types are given.
Type of Algorithm Covered:
1. Regression
2. Instance based
3. Decision Tree
4. Clustering
5. Association rule learning
6. Ensemble
7. Artificial neural networks
8. Deep learning
Key Features:
• Simple user interface
• Easy to navigate
• Categorical structure
• Authentic information
Use of application
• After installation, click on the icon of application
• Splash screen with a logo display for three seconds
• List of Artificial Algorithm types will open
• Click on any type of AI algorithm
• Each type consist further Algorithms