Growing up, sci-fi movies always fascinated me. Remember the distress message from Princess Leia, in the form of a 3D hologram in Star Wars. Or the video calling scene from the movie Thunderbirds. By far one of my favorites is the character, J.A.R.V.I.S. an AI (Artificial Intelligence) from Iron Man, which also resembles the innovation of chatbots in today's time. Sci-fi has been the inspiration behind many such innovations.
The History and Evolution of Chatbots
By Nikita Sachdeva on Mar 11, 2024 10:00:00 AM
What is Attention Mechanism in Deep Learning?
By Nikita Sachdeva on Mar 4, 2024 11:00:00 AM
Less than two decades ago, Deep Learning (DL), or the simulation of human neural networks, was only a concept limited to theory. Fast-forward to the present day and it is being leveraged to solve real-world problems such as converting audio-based speech to text transcripts and in the various implementations of computer vision. The underlying mechanism behind these applications is known as the Attention Mechanism or Attention Model.
20 Uses of Artificial Intelligence in Day-to-Day Life
By Nikita Sachdeva on Jan 16, 2024 6:30:00 PM
Artificial Intelligence (AI) and its multiple sub-domains are being increasingly employed in various industries and businesses to aid in repetitive processes. But there has been a burgeoning interest from established tech giants and startups in using AI to make everyday life a walk in the park.
What is Data Augmentation in Deep Learning? Techniques and Applications
By Nikita Sachdeva on Jan 3, 2024 6:00:00 PM
The accuracy of deep learning models depends upon the quality, quantity, and contextual meaning of the training data set. However, the scarcity of this up-to-the-market data set is one of the major challenges in building DL models.
21 Machine Learning Examples from Day-to-Day Life
By Nikita Sachdeva on Dec 25, 2023 1:15:00 PM
Artificial Intelligence (AI) is everywhere. The possibility is that you are using it in one way or the other and you don't even know about it. One of the popular applications of AI in custom software development is Machine Learning (ML), in which computers, software, and devices perform via cognition (very similar to the human brain). Herein, we share few examples of machine learning that we use every day and perhaps have no idea that they are driven by ML.
8 Biggest Challenges in Chatbot Development and How to Avoid them
By Nikita Sachdeva on Dec 13, 2023 3:30:00 PM
Chatbots have redefined the way customers interact with businesses. According to HubSpot, “47% of consumers are open to buying items through a chatbot”. Thus, majority of organisations have joined the race of augmenting or building these virtual agents on their websites.
Google's Gemini AI Revealed: All You Need to Know
By Nikita Sachdeva on Dec 7, 2023 6:00:00 PM
Google has officially introduced Gemini, its latest artificial intelligence (AI) model equipped with capabilities in text, code, audio, image, and video. The entity claims that Gemini AI significantly outperforms Microsoft-backed OpenAI's GPT-4, potentially enhancing Google's standing in the AI competition.
Breaking Barriers: Sign Language Translation with the Power of AI
By Nikita Sachdeva on Dec 6, 2023 12:01:06 PM
In a world that is becoming increasingly interconnected, the importance of effective communication cannot be overstated. However, for the millions of individuals in the deaf and hard of hearing community, traditional communication methods often fall short, creating barriers that hinder their full participation in various aspects of life.
13 Interesting Applications of Natural Language Processing (NLP)
By Nikita Sachdeva on Dec 4, 2023 3:30:00 PM
On average, a human speaks 700 words per day, which includes the words of actual value (i.e. words that have an intent to communicate to another person). Instant messaging, telephonic conversations, books, movies, songs, verbal (F2F) communication are amongst some of the common ways humans exchange their thoughts and information.
How Multimodal LLMs are Shaping the Future of AI
By Nikita Sachdeva on Nov 28, 2023 1:00:00 PM
Large Language Models (LLMs) have long been at the forefront of artificial intelligence, leveraging vast amounts of textual data to perform tasks ranging from language translation to content generation. These models have laid the foundation for numerous applications, fundamentally transforming the way machines understand and generate human-like text. However, as the landscape of AI continues to evolve, a shift is occurring with the rise of Multimodal LLMs.