Curated from hundreds of high-quality ML research papers, these are the ones that stood out the most. — Important Machine Learning and Deep Learning Papers in 2021 Machine Learning suddenly became one of the most critical domains of Computer Science and just about anything related to Artificial Intelligence. Every company is applying Machine Learning and developing products that take advantage of this domain to solve their problems more…

Can we predict this? — In this day and age, digital transformation is one of the main drivers of how businesses deliver value to their customers in a competitive, fast-changing business environment. Artificial Intelligence (AI) has been recognized as one of the main enablers of digital transformation across industries. AI can help companies become more…

Unlocking the power of computer vision — Computer vision (CV) detection technology is a non-contact detection technique based on computer vision theory. It utilises image processing technology to substitute the human eyes in identifying and detecting things. Introduction to Computer Vision

The company planned to have a prototype developed by 2022 — On Thursday’s Tesla AI Day, Musk defined Tesla as a business with “deep AI activity in hardware at the inference and training levels” that may be used to uses other than self-driving vehicles in the future, including a humanoid robot Tesla is reportedly developing. Tesla AI Day, which began with…

Augmentations have never been easier to perform model training — According to Wikipedia, “data augmentation” refers to Techniques used to increase the amount of data by adding slightly modified copies of already existing data or newly created synthetic data from existing data. As a result, data augmentation entails the generation of additional and representative data. From a machine learning perspective…

Integrate Weights and Biases into your Machine Learning Projects — Introduction When I started to perform ML model training in Wise AI, most of the model and hyperparameter configurations were saved locally in a rather dirty way. This involved saving and moving the model weights to the ‘savedmodels’ folder once the training was completed. Since I was performing multiple training at…

These papers help us to keep up to date with the latest advancements in the world of AI. — Machine Learning suddenly became one of the most critical domains of Computer Science and just about anything related to Artificial Intelligence. Every company is applying Machine Learning and developing products that take advantage of this domain to solve their problems more efficiently. “Key research papers in natural language processing, conversational…

What is precisely an activation function, and how do you apply it? — Neural networks are formed in three layers which are described below: Input Layer Passive layers that relays the same information from a single node to multiple outputs. This is the first point of entry for the Neural Network. Hidden Layer Performs mathematical computations on the inputs and produce a net input which is then…

Are these the typical responses you get when talking about Data Science to others? — In the past years, Data Science has transformed its way into all parts of society from travel, banking, entertainment, etc. Data Science delivers robust and actionable insights from the intelligently mined data to add value to the particular environment it is being applied. “Without big data analytics, companies are blind…