Posts

AI Applications and Use cases

  AI Applications and Use cases With all the talk about AI, lets try to understand what does AI do? We can generally classify AI applications and tasks into 4 types Prediction Classification Automation Generative  Lets Try Understanding these with some real examples we might have come across. Prediction AI When an AI is trained to predict a outcome based on previous occurences, we consider it as prediction AI. Good example of this is many Stock Prediction AIs. Infact my final year project also made use of Prediction AI models to help analyze and predict stock price. We also come across a different type of prediction AI in our day to day life, which we just use the term "algorithm". I'm refering to Social media algorithms. You might have encountered that you watch a certain type of video on youtube or a type of reel on instagram, and after sometime you notice more similar kinds of posts/reels/videos popping up on your feed. This is due to the AI trying to understand what y...
Post a Comment
Read more

Understanding AI

Image
Understanding Artificial Intelligence Artificial Intelligence has become a big hot topic in our daily life especially with the rise of generative AI models like ChatGPT, GoogleBard and more BUT WHAT IS AI?? Well, to put it in simple words, AI, Artificial Intelligence is making a computer mimic human brain's Problem Solving Skills and Decisiom Making capabilities. Well now we know what AI is but  HOW IS IT MADE?? AI's are made by by studying human brain patterns and understanding the cognitive process. This is done in the form of Algorithms. These algorithm's use data to train the AI model so that it can be tuned to the person or business's needs. This is also where concepts like Machine Learning and Deep Learning come into the picture. WHAT IS MACHINE LEARNING AND DEEP LEARNING? Machine Learning can be said as the technology that powers AI. Machine Learning is one or many Algorithms paired alongside data to try to replicate the behaviur patters of the human mind. These ...
Post a Comment
Read more