Machine Learning & Artificial Intelligence

Explore and run machine learning code with Kaggle Notebooks | Using data from DL Course Data

null

In machine learning and statistics, classification is a supervised learning method in which a computer software learns from data...

How to implement the 10 most important binary classification algorithms with a few lines of Python and how they perform

Multi-layer Perceptron: Multi-layer Perceptron (MLP) is a supervised learning algorithm that learns a function f(\cdot): R^m \rightarrow R^o by training on a dataset, where m is the number of dimen...

A multilayer perceptron (MLP) is a field of artificial neural network (ANN). Learn ✓ single-layer ANN ✓ forward propagation in MLP and much more. Read on!

A Computer Science portal for geeks. It contains well written, well thought and well explained computer science and programming articles, quizzes and practice/competitive programming/company interview Questions.

null

Artificial neural networks are a fascinating area of study, although they can be intimidating when just getting started. There is a lot of specialized terminology used when describing the data structures and algorithms used in the field. In this post, you will get a crash course in the terminology and processes used in the field of multi-layer […]

Multilayer Perceptron is a Neural Network that learns the relationship between linear and non-linear data.

Logistic Regression is one of the basic and popular algorithms to solve a classification problem. It is named ‘Logistic Regression’ because its underlying technique is quite the same as Linear…

Logistic regression is a supervised learning algorithm used to predict a dependent categorical target variable. Learn more about logistic regressions and its applications.

null

What is logistic regression? Learn how this analytics procedure can help you predict outcomes more quickly and make better decisions.

In this article, we discuss five different industries that use logistic regression to effectively improve their processes.

Logistic regression is a popular classification algorithm, and the foundation for many advanced machine learning algorithms, Let's go through logistic regression basics, its real-life applications, and learn how to implement it.

Artificially intelligent tools for naturally creative humans.

Fine-tuning models with billions of parameters is now possible on consumer hardware

Get started today with machine learning cloud services on AWS for free with the AWS Free Tier machine learning services.

Inspired by progress in large-scale language modeling, we apply a similar approach towards building a single generalist agent beyond the realm of text outputs. The agent, which we refer to as Gato, works as a multi-modal, multi-task, multi-embodiment generalist policy. The same network with the same weights can play Atari, caption images, chat, stack blocks with a real robot arm and much more, deciding based on its context whether to output text, joint torques, button presses, or other tokens. In this report we describe the model and the data, and document the current capabilities of Gato.

null

null

Megatron-Turing Natural Language Generation Megatron-Turing Natural Language Generation model (MT-NLG), is the largest and the most powerful monolithic transformer English language model with 530 billion parameters. This 105-layer, transformer-based MT-NLG improves upon the prior state-of-the-art models in zero-, one-, and few-shot settings. It demonstrates unmatched accuracy in a broad set of natural language tasks such as, Completion prediction, Reading comprehension, Commonsense reasoning, Natural language inferences, Word sense disambiguation, etc.

We’ve created an improved version of OpenAI Codex, our AI system that translates natural language to code, and we are releasing it through our API in private beta starting today. Codex is the model that powers GitHub Copilot, which we built and launched in partnership with GitHub a month

AI21 Labs’ new developer platform offers instant access to our 178B-parameter language model, to help you build sophisticated text-based AI applications at scale

null

null

A state-of-the-art AI system generates high-quality videos from text prompts