What Is HIPAA Compliance?

HIPAA Compliance Definition HIPAA (Health Insurance Portability and Accountability Act) compliance refers to adhering to the regulations outlined in the HIPAA legislation. HIPAA is a United States federal law enacted in 1996 that establishes privacy and security standards for protected health information (PHI). HIPAA compliance is crucial for healthcare organizations, health plans, healthcare clearinghouses, and their business associates. It aims […]

AI Governance in a Nutshell: Learn the Basics in 5 Minutes

What is AI Governance? AI governance refers to the set of policies, regulations, and ethical principles that guide the development and deployment of artificial intelligence systems. It aims to ensure that AI is developed and used in a safe, transparent, and responsible manner. ‘Governance’ is all about policies, procedures, guidelines, frameworks, and rules. Effective AI governance requires collaboration between policymakers, […]

List of Disruptive Companies Differentiated by Intelligent Applications Using Machine Learning

Machine Learning is changing the world. It is really exciting to do Machine Learning nowadays because we are really seeing lot impact from it. Today, we are seeing lot of power from intelligent applications as they are using machine learning. In fact, if you look at industry after industry and successful companies, they are taking the market and completely changing […]

GPT-4 Everything You Need To Know

Everything You Need To Know about GPT-4 OpenAI has developed a novel model that boasts enhanced abilities in natural language generation and comprehension. What is GPT-4? OpenAI’s latest language model is called GPT-4. GPT stands for Generative Pre-trained Transformer (GPT), a type of language model that uses deep learning to generate human-like, conversational text.  This new version succeeds GPT 3.5, […]

ChatGPT: All You Need to Know

Over past few months, you’ve probably noticed that a blockbuster bot called ‘ChatGPT’ is mentioned everywhere on the internet. It’s the latest language model from OpenAI released in November, 2022. The viral bot crossed more than 100 million users milestone in January 2023. Now, the company has also introduced a pay-to-use version called ChatGPT Plus. This offers users a host […]

Machine Learning Checkpointing

Checkpoint Deep Learning Models or Machine Learning Models Machine learning training is typically a long-time intensive process. It’s not uncommon to see training jobs running over multiple hours or even multiple days. If these long-running training jobs stop for any reason such as a power failure, or oils fault, or any other unforeseen error, then you’ll have to start the […]

4 Popular Approaches For Tuning Hyperparameters Of Machine Learning Models

Popular Algorithms for Automatic Model Tuning Hyperparameter tuning is an important part of machine learning model development process. Sometimes, we called this as hyperparameter optimization. This is a method that entails searching for the best configuration of hyperparameters to enable optimal performance of a ML model. Machine learning algorithms require user-defined inputs to achieve a balance between accuracy and generalizability. […]