Remember how we used to fantasize about how robots and technology take over from humanity? This storyline is very often used in most of the movie with future/robots elements. AI, as a formal concept, has existed since the 1950s, encompassing the idea of machines performing tasks that traditionally relied on human intelligence. The initial definition was quite expansive, but it has evolved over time through extensive research and technological progress. Today, this is no more a fantasy. Artificial Intelligence has make everything possible and came to live! In November 2022, an AI tools launched by OpenAI, called “ChatGPT” had made a significant waves in the world of artificial intelligence.
AI Algorithms: Machine Learning & Deep Learning
So, what are the main AI algorithms? Machine learning and deep learning both involve training computer systems to recognize patterns in data, but they have significant differences.
Machine learning encompasses various techniques, such as regression, decision trees, and support vector machines. It processes data to make decisions or predictions and learns and adapts through experience without explicit programming. However, human intervention is required to correct errors and determine which data features are relevant for accurate predictions.
Deep learning, on the other hand, was developed to reduce the need for human intervention in machine learning. Inspired by the structure of the human brain, artificial neural networks allow data to flow through interconnected algorithms, mimicking human information processing. Deep learning learns to identify patterns in data and improves its accuracy through repetition. As a result, deep learning algorithms are significantly more precise than traditional machine learning methods.
In conclusion, AI is changing the world in 2023 in ways that were previously unimaginable. From healthcare to education, transportation to entertainment, AI is transforming every aspect of our lives. As AI continues to evolve and become more advanced, we can expect to see even more significant impacts on our society and the world we live in. It is essential to embrace AI and leverage its power to create a better future for all of us.