Towards AI

JULY 15, 2023

For instance, imagine you have a dataset consisting of the prices of products at your favorite online marketplace. What would you expect to be the most common leading digit in those prices? An illustration of Benford’s Distribution, Photo by Author. As platforms like Twitter grow, so does the proliferation of fake accounts.

Machine Learning 74

Machine Learning Algorithm AI AI 74

Towards AI

JULY 21, 2023

When stock price began to climb due to their share purchasing, hedge funds began losing loads of money on their short and in result, hedge funds began to purchase the same stocks that they shorted in order to cover their losses. The end result is a vicious melt up of stock price aka the short squeeze. So what happened? ML papers. ??

NLP 52

NLP Natural Language Processing Python Data Scientist 52

AWS Machine Learning Blog

FEBRUARY 15, 2024

With the use of cloud computing, big data and machine learning (ML) tools like Amazon Athena or Amazon SageMaker have become available and useable by anyone without much effort in creation and maintenance. Due to the velocity of change in IT, customers in traditional industries are facing a dilemma of skillset.

ML 91

ML Data Science Machine Learning Automation 91

ODSC - Open Data Science

OCTOBER 14, 2023

In the spirit of open data and growing the data science and AI community, we are thrilled to announce that we are now offering a free ODSC Open Pass, both for in-person and virtual during ODSC West this October 30th to November 2nd. Included in your open pass, you’ll get access to. with Comparative AI/DataGPT Ask the Experts! Learn more here.

Data Science 52

Data Science Machine Learning NLP Responsible AI 52

Artificial Corner

MARCH 11, 2024

In case you’d like to get the course at the lowest price click here OR become an annual paid subscriber on Substack to redeem up to 2 of my Udemy courses. In case you’d like to get the course at the lowest price click here OR become an annual paid subscriber on Substack to redeem up to 2 of my Udemy courses.

ChatGPT 52

ChatGPT Data Analysis Python OpenAI 52

AWS Machine Learning Blog

DECEMBER 12, 2023

Large language models (or LLMs) have become a topic of daily conversations. Their quick adoption is evident by the amount of time required to reach a 100 million users, which has gone from “4.5yrs by facebook” to an all-time low of mere “2 months by ChatGPT.” Several recent models such as NeoX , Falcon , Llama use the GPT architecture as a backbone.

Deep Learning 97

Deep Learning Large Language Models Machine Learning Big Data 97

The MLOps Blog

MARCH 15, 2023

In this post, you will learn about the 10 best data pipeline tools, their pros, cons, and pricing. If you will ask data professionals about what is the most challenging part of their day to day work, you will likely discover their concerns around managing different aspects of data before they get to graduate to the data modeling stage.

ETL 59

ETL Categorization Automation Data Integration 59

ML Review

DECEMBER 16, 2019

Machine Learning on Graphs becomes a first-class citizen at AI conferences while being not that mysterious as you might have imagined ?. Graphs were well represented at the conference. At NeurIPS’19 we see applications of hyperbolic geometry to graphs! ? If you still had any doubts — it’s time to admit.

Machine Learning 52

Machine Learning Neural Network Explainability NLP 52

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. However, building useful LLM-based products requires specialized skills and knowledge.

Large Language Models 130

Large Language Models Prompt Engineer Prompt Engineering LLM 130

Bugra Akyildiz

DECEMBER 18, 2022

Before going further, a new announcement for embeddings also came from OpenAI: openai.com/blog/new-and-i… nnIt is cross-modal, and it is 1/500th of the price of the old embedding model DaVinci. ","username":"bugraa","name":"Bugra

Neural Network 52

Neural Network ChatGPT Machine Learning Deep Learning 52

AWS Machine Learning Blog

MAY 3, 2023

times the speed for Resnet50 compared to the previous PyTorch release (see the following graph), and up to 1.4 times the speed for Resnet50 compared to the previous PyTorch release (see the following graph), and up to 1.4 AWS, Arm, Meta and others helped optimize the performance of PyTorch 2.0 inference for Arm-based processors.

Python 79

Python BERT Deep Learning Machine Learning 79

AWS Machine Learning Blog

FEBRUARY 1, 2023

With this announcement, you can now easily run large-scale containerized training jobs within Amazon EKS while taking full advantage of the price-performance, scalability, and ease of use offered by Trn1 instances. Although larger models tend to be more powerful, training such models requires significant computational resources.

Deep Learning 92

Deep Learning BERT Neural Network ML 92

Unite.AI

JULY 28, 2023

To help you make an informed decision, we'll discuss the pros and cons of using Surfer SEO and provide insights into its pricing plans. To help you make an informed decision, we'll discuss the pros and cons of using Surfer SEO and provide insights into its pricing plans. In today's world, the competition is intense.

AI 246

AI AI Artificial Intelligence Artificial Intelligence 246

Applied Data Science

JANUARY 17, 2022

An analyst should be notified if the price of a product changes online ? Full Stack Data Scientist: Part 7— How to set up a Slack Bot for instant, automatic notifications Dashboards are the most popular way of presenting data in businesses —  but they’re not the only way ! For example… ? You can find the repo for this project here.

Data Science 52

Data Science Data Scientist AI AI 52

Mlearning.ai

JUNE 29, 2023

This article was written without the assistance or use of AI tools, providing an authentic and insightful exploration of DASH Image crafted by Author Prepare yourself for an extraordinary voyage into the realms of web application development, where an illustrious entity known as the DASH library reigns supreme. children='Hello DASH!'),

Python 52

Python Data Analysis AI Tools AI 52

AWS Machine Learning Blog

MAY 10, 2023

Today, data scientists who are training deep learning models need to identify and remediate model training issues to meet accuracy targets for production deployment, and require a way to utilize standard tools for debugging model training. is your training script, and simple_tensorboard.ipynb launches the SageMaker training job.

Data Scientist 73

Data Scientist Deep Learning ML Python 73

Heartbeat

OCTOBER 13, 2023

Comet offers customizable visualizations and reporting capabilities, making generating informative charts and graphs simple to communicate results effectively. What is Time Series Analysis? In essence, it deals with sequences of data ordered chronologically.

Machine Learning 52

Machine Learning Data Scientist Deep Learning Python 52

DataRobot Blog

FEBRUARY 14, 2022

The dataset we’ll be using contains information about homes and their sales price. The target we’re predicting is the sales price, meaning this is a regression problem. In the past decade, we’ve seen an explosion in the usage of AI. With any AI solution , you want it to be accurate. But just as important, you want it to be explainable.

Explainable AI 52

Explainable AI Explainability Machine Learning Data Drift 52

TheSequence

DECEMBER 11, 2023

The following graph shows that storing documents in OpenAI Assistants is expensive ($6 per GB per month; for reference, AWS S3 charges $0.023), making storing duplicate documents on OpenAI incredibly wasteful. The Assistants API emerges as a powerful tool helping developers craft bespoke AI applications catering to specific needs.

OpenAI 59

OpenAI Algorithm AI AI 59

Mlearning.ai

FEBRUARY 24, 2023

Principal Component Analysis (PCA) is a popular statistical technique used to reduce the dimensions of a large data set. It is commonly used in data exploration and pre-processing before model building. In other words, PCA can turn a group of correlated variables into a smaller set of uncorrelated variables known as principal components.

Explainability 52

Explainability Machine Learning Data Science Algorithm 52

ODSC - Open Data Science

JULY 26, 2023

predicting house prices). As a senior data scientist, I often encounter aspiring data scientists eager to learn about machine learning (ML). It’s a fascinating field that can seem daunting at first, but I assure you, with the right mindset and resources, anyone can master it. What is Machine Learning?

Machine Learning 52

Machine Learning ML Data Scientist Neural Network 52

Unite.AI

DECEMBER 21, 2023

If you're a website owner of any kind, you're probably constantly searching for the best SEO tools to help you increase your website traffic (as a writer and SEO specialist, I know I do). One tool that often comes up in the conversation is Semrush , but is it the best search engine optimization tool out there? What is Semrush?

AI Tools 245

AI Tools Categorization Explainability AI 245

Heartbeat

MARCH 21, 2023

Some examples of real-life applications of time series models include: Forecasting stock prices: Time series models can be used to analyze historical stock prices and make predictions about future prices. In this tutorial, we will go through steps on how to use Comet to monitor our time-series forecasting model.

Data Drift 59

Data Drift Machine Learning Data Scientist Data Analysis 59

Pickl AI

JUNE 16, 2023

Introduction We live in a data-driven world, and data analytics plays a critical role in analysing consumer behaviour and optimizing business strategies. Companies are reaping the benefits by assessing the consumer’s interest in particular products. Tools like Market Basket Analysis in Python are playing a pivotal role in this.

Python 52

Python Data Mining Algorithm AI 52

AWS Machine Learning Blog

JANUARY 30, 2023

Predicting water consumption accurately is important so customers don’t face any service interruptions and in order to provide a stable service while maintaining low prices. You can use Forecast to seamlessly conduct what-if analyses up to 80% faster to analyze and quantify the potential impact of business levers on your demand forecasts.

ML 65

ML Metadata Explainability Machine Learning 65

Mlearning.ai

MARCH 17, 2023

For instance, in a big project team the data scientist might be responsible for the task of “developing a predictive pricing model”, which itself consists of smaller tasks, experiments, nuances and dependencies that are too granular to fit a traditional project management structure. It will happen to all of us.

Data Science 52

Data Science Data Scientist Machine Learning ML 52

AWS Machine Learning Blog

NOVEMBER 15, 2023

AutoML allows you to derive rapid, general insights from your data right at the beginning of a machine learning (ML) project lifecycle. Understanding up front which preprocessing techniques and algorithm types provide best results reduces the time to develop, train, and deploy the right model. For Elastic Inference , choose none.

Algorithm 87

Algorithm Auto-complete ML Python 87

AWS Machine Learning Blog

NOVEMBER 22, 2023

We devised an example task to create a price heatmap of Airbnb listings in New York. These agents can perform various tasks and answer questions using location-based services like geocoding available through Amazon Location Service. We also share sample code that uses an agent to bridge the capabilities of Amazon Bedrock with Amazon Location.

Generative AI 92

Generative AI Python Data Scientist Large Language Models 92

Marktechpost

MARCH 14, 2024

Since audiobooks were originally sold for a price and cannot just be browsed before being purchased, precise and pertinent suggestions are much more important than they are for music and podcasts. Decoupling users from the HGNN graph is a crucial tactic that has been used to enable a more in-depth study of item relationships.

Neural Network 91

Neural Network AI Researcher AI Research AI 91

PyImageSearch

AUGUST 14, 2023

Product Graph Product Relationships To formulate the problem statement, let’s assume , , and be any three products and , , and be three binary relationships where: represents that product is co-purchased with product. Figure 2 illustrates a product graph where green and blue edges represent co-purchase and co-view edges.

Computer Vision 98

Computer Vision Deep Learning Algorithm Neural Network 98

Pickl AI

JUNE 29, 2023

Data Analysis is significant as it helps accurately assess data that drive data-driven decisions. Different tools are available in the market that help in the process of analysis. Amongst the popular options, we will be discussing Splunk. Read ahead more about Splunk Tutorial For Beginners and its key features. What is Splunk?

Big Data 52

Big Data DevOps Data Analysis Machine Learning 52

Topbots

JUNE 22, 2023

ChatGPT is a GPT ( G enerative P re-trained T ransformer) machine learning (ML) tool that has surprised the world. Its breathtaking capabilities impress casual users, professionals, researchers, and even its own creators. However, some fields adopt specific terms and jargon (e.g., GloVe) for usage in domain-specific tasks.

Machine Learning 111

Machine Learning ChatGPT Natural Language Processing Categorization 111

Mlearning.ai

JULY 2, 2023

Plotly proved to be quite helpful in creating interactive graphs for visualizing the data. Following these steps, I will preprocess the data and perform a multivariate forecasting study. In this article, I will share the first part of my two-phase project. I used the Plotly library as a visualization tool to gain insights from my dataset.

Categorization 52

Categorization Data Analysis Data Science ML 52

Mlearning.ai

APRIL 17, 2023

We will also be seeing the findings we have obtained from these graphs that we have created. These data include information such as categories of shopping, gender and age of customers, shopping center, transaction date, unit price of the purchased product, and the number of products purchased.

Data Analysis 52

Data Analysis Categorization Explainability ML 52

Mlearning.ai

JULY 9, 2023

Spaces are priced based on CPU type, and the simplest one is free! One of the biggest challenges of using LLMs is the cost of accessing them. Many LLMs, such as OpenAI’s GPT-3, are only available through paid APIs. Learn how to deploy any open-source LLM as a free API endpoint using HuggingFace and Gradio. Access to the latest models.

Large Language Models 52

Large Language Models LLM Python Auto-complete 52

Mlearning.ai

JUNE 21, 2023

Understanding the Hidden Markov Chain The Hidden Markov Chain (HMC) is a statistical graphical model that can be represented as a directed graph. Introduction The world of data science and machine learning (ML) is filled with an array of powerful tools and techniques. Let’s explore the key components of the HMC.

Data Scientist 52

Data Scientist Machine Learning Python Data Science 52

Marktechpost

JUNE 29, 2023

Researchers from ETH Zurich and Max Planck Institute for Intelligent Systems in this study provide a unique method for forecasting dynamic garment deformations graph neural networks (GNNs). Increased computer time is the price of stupidly increasing iterations.

Neural Network 104

Neural Network Deep Learning AI Tools AI Researcher 104