AI Project Ideas to start with

Idea for AI Project.docx

Idea for AI Project   "Our future will be written in code."

1) Take a book in electronic format like a Jane Austen book from project Gutenberg. Take the last chapter in that book. Remove all the spaces.

Now write a computer program to put all the spaces back. You can easily count how many it got right since you have the original text.

  1. Do it using Hidden Markov Models based on a frequency dictionary of English.

  2. Do it using a Genetic Algorithm using an oracle based on the same frequency dictionary.

  3. Do it using machine learning to learn a Model of English based on all the other chapters of the book as a training corpus using only unsupervised learning.

You can expect to get about 85% correct using the first two methods.
If you get 99.99% correct using #3 then you have created a true AI.

2) You can develop an OCR of handwritten digits using mnist dataset. This will teach you the basics of AI algorithms.

3) Write a personalized recommendation system for yourself. 

Think of an area of interest to you: music, books, things you like to do, for example. 

Make a list of the things you like and don't like in that area, and why. The reasons why are the dimensions for a machine learning system that comes up with a model to compute whether you would like something new or not. 
Then present to the model two unknown choices and values for the dimensions.  Alkow for "Don't know" as a value for a dimension. The model will rank one choice over the other. 
See how good its recommendations are!

4) Famous game Tic-tac-toe. Try to achieve this goal, not by brute force. Produce some efficient algorithm to remove repeated steps.

5) Produce a program that encrypts your text. Noone can understand that message. Only you can. That will increase some good logic connections in your Brain. Program will generate a random 16 latter alphanumeric key, and encrypts your message..very private...!!

6) Make some other games which includes AI. Let say, direction. By some manner your program should be able to guide the correct way to goal. Take that path, start and goal as input.

7) Generate a program that produces a real time "time table" of some university. Let say, one professor is taking lecture at current time than at any other place he/she can't take lecture. right? And there should be a half hour break between lectures of the same faculty. And in one class there should be some specific number of lectures in a day. Let say, 4 lectures. There are two breaks in a working day, first of 15 minutes. Other of launch break of 45 minutes.... other features you can add by real time application.

8) One of the best examples of an artificial intelligence project is a “Maze Runner”. The basic techniques of this project can quickly and easily be applied to the routing of printed circuit board that are used in all sorts of electronic devices. The most famous example of this type of project is the AT&T Bell laboratories automated printed circuit board routing program that was called “Maze Runner” and was done in circa 1980. For more information about this type of project, contact the people at the following Robotronics LLC | Facebook link.

9) Identify some problem that takes a while to run, and try to find ways to make it faster without compromising much on the accuracy. You can also try very different optimization methods on this problem to see how they perform, e.g., use genetic algorithm instead of simulated annealing.

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