The Transformative Power of Artificial Intelligence: Shaping the Future In the realm of technological advancements, few innovations have captured the world's imagination as much as Artificial Intelligence (AI). From science fiction to reality, AI has become a powerful force driving transformative changes across various industries and sectors. Its significance cannot be overstated, as it has the potential to reshape the way we live, work, and interact with our surroundings. In this blog, we delve into the importance of AI and explore the profound impact it has on our society. 1. Enhancing Efficiency and Productivity: One of the most apparent benefits of AI is its ability to boost efficiency and productivity across industries. By automating repetitive tasks, AI liberates human resources to focus on more complex and creative endeavors. Businesses can streamline processes, optimize resource allocation, and make data-driven decisions faster, resulting in cost savings and increased com...
Photo by Josh Appel on Unsplash This article is intended for beginners in deep learning who wish to gain knowledge about probability and statistics and also as a reference for practitioners. In my previous article, I wrote about the concepts of linear algebra for deep learning in a top down approach ( link for the article ) (If you do not have enough idea about linear algebra, please read that first).The same top down approach is used here.Providing the description of use cases first and then the concepts. All the example code uses python and numpy.Formulas are provided as images for reuse. Table of contents: Introduction Foundations of probability Measures of central tendency and variability Discrete probability distributions, binomial distribution Continuous probability distributions, uniform and normal distributions Model Accuracy measurement tools Random process and Markov chains Probabilistic programming External resources Introduction: Pro b ab...