Your Ultimate Data Destination
Artificial Intelligence has become a household word these days. Some are optimistic, some are skeptical and some are worried about it replacing us all. However, it cannot be ignored anymore. It looks like AI is here to stay and what we can now do is to be prepared for the future. Similar to the wheel, … Read more
Until a few years ago, the most advanced language models we had were GPT-2 and BERT. GPT-2 was the most advanced auto-regressive decoder based model that was suitable for Text Generation. The model T5 was state of the art for other tasks like Translation, Summarization. These models have been a great starting point but were … Read more
As we are witnessing the introduction of Mojo, a language to facilitate AI for all, let us take a look at the programming languages and technologies that are in use today. Though most data applications can be implemented in any language, every new language has been invented for a reason and has its unique advantages … Read more
The most used terms in NLP these days are Large Language Models(LLM). Few shot learning and zero shot learning are transfer learning techniques that are used to make most of the vast pre-trained knowledge of these LLMs. In this blog post, let us understand what these terms mean and see them in action. Zero shot … Read more
Transformers have changed the way Natural Language Processing(NLP) tasks are performed over the last few years. The Self-Attention mechanism without the recurrence operation is the key to this success. Self-attention is the foundational block of the Transformer architecture. Self-attention is a concept based on the attention mechanism introduced in the paper by Bahdanau. It can be … Read more
Today, there are many large language models being released every week. There are more options to choose from than you can ever need. So, how do you know which model is the best suited for your needs? When you read the news that a new model has surpassed Llama-2 and it ranks first on the … Read more
Hello fellow Data Science Enthusiasts! This is our hub where we can discuss all about the innovative fields of Data Science and Artificial Intelligence. Here, you will find how-to articles, technical guides, full-fledged projects, premium content, job openings in the fields of Data Science and AI. In this age of AI where a blog can … Read more