In my research, I have discovered a variety of LLMs. I am always fascinated by the complexity and capabilities of these models. I follow several startups, founders, researchers, and data scientists in this growing space. The role of research in AI is critical as they drive the progress and understanding of intelligence technologies. Researchers have...
Language models have witnessed remarkable advancements in various fields, empowering researchers to tackle complex problems with text-based data. However, a significant challenge in these models is effectively incorporating extensive new knowledge while maintaining performance. The conventional fine-tuning approach is resource-intensive, complex, and sometimes short of fully integrating new information. To overcome these limitations, researchers have...
A Large Language Model (LLM) is a computer program that has been extensively trained using a vast amount of written content from various sources such as the internet, books, and articles. Through this training, the LLM has developed an understanding of language closely resembling our comprehension. LLM can generate text that mimics writing styles. It...
What is the Digital Divide? It is the gap between individuals, communities, or countries regarding accessing and using information and communication technologies such as computers, the Internet, and mobile devices. This divide includes disparities in physical access to technology infrastructure and the skills, knowledge, and resources needed to use these technologies effectively. The term “digital...
The star behind AI is the data, an excellent incentive for me to take a closer look. Snowflake recently shared an announcement at a recent Annual Summit Conference. So when I come across anything or any company in this space that speaks to it, I must share that discovery here. Data management is at the...
In a previous post, I wrote about the usefulness of cURL. I am sharing my experience building an API for the first time using Postman. Because it was my first time creating an API, I greatly benefited from the team collaboration that is still a feature of the current release of Postman. Whether you’re a...
A developer’s toolkit is invaluable as we go through each chapter of our careers. Although AI has transformed engineering and development in many ways, some excellent resources are available to ease newcomers into APIs and coding work. Engineers or developers know they will face various obstacles when working with web services or APIs. That’s where...
I started not as a developer or an engineer but as a “solution finder.” I needed to resolve an issue for a client, and Python was the code of choice. That’s how my code journey into Python began. I started learning about libraries, and my knowledge grew from there. Usually, there was an example of...
As an engineer, choosing the right database solution is crucial for the success of any project. Let’s compare four popular databases: SQL IaaS, Azure SQL DB, Cosmos DB, and PostgreSQL HDInsight/Hadoop. We will explore their key similarities and advantages to help you make an informed decision when selecting a database for your engineering needs. SQL...
About five years ago, I had the opportunity to do a deep dive into Alibaba Cloud services which can be comparable to AWS. I am adding it to my list to see what the experience looks like now. I mention this because I recently received an exciting update about some AI work being done by...