In machine learning, we often train, test and deploy the model iteratively until and unless the performance of the model meets the business requirements. Frequently, we need to go back and make some changes in design and development and re-deploy model for production. It is very challenging to track all…

Information extraction is crucial process of extracting structured information from unstructured/semi-structured textual documents. Due to massive increment in the internet usage, the the size of data has been increased exponentially, almost 90% of data was created in last two years. In every two years, the volume of data across the…

While working in Machine Learning, we sometimes perform tests on pre-trained models trained by someone else. Occasionally, we only need to find the model's architecture for research purposes. But, to visualize model architecture we need to set up the framework the model is trained on. It becomes tedious to create…

This is the third part of US Healthcare Basics. If you haven’t studied parts 1 and 2, it will be hard to understand part 3, so please read parts 1 and 2 before starting part 3. …

As AI developers we often use a platform like Google Colab to test our prototype where CUDA and cuDNN are already configured. To run development processes such as training large datasets and running GPU-intensive services we must need the Device/Server to have CUDA and cuDNN configured. A few months ago…

If you want to reinstall CUDA or replace CUDA with another version then you are in the right place. In this blog, I will describe how to remove CUDA completely from your OS along with Nvidia drivers. CUDA refers to Compute Unified Device Architecture. It is a parallel computing platform…

This is the second part of US Healthcare Basics. If you haven’t studied part 1, it will be hard to understand part 2, so please read part 1 before starting part 2. In this part, I will discuss the more advanced terminologies associated with Healthcare systems. You may know that…

While working in information technology, I recently faced the US Healthcare Data for a Machine Learning project. I have an Engineering background so it becomes hard for me to get to know about the healthcare ecosystem of the US. …

Most coders or developers use Google Colab for executing their prototypes very fast as it provides you access to faster GPUs like the T4 and P100. But sometimes your program requires a specific version of the libraries which are not installed in google colab to be installed. It becomes tedious…