ODSC - Open Data Science

DECEMBER 5, 2023

We had bigger sessions on getting started with machine learning or SQL, up to advanced topics in NLP, and of course, plenty related to large language models and generative AI. Top Sessions With sessions both online and in-person in San Francisco, there was something for everyone.

Data Science 98

Data Science Artificial Intelligence Artificial Intelligence Machine Learning 98

ODSC - Open Data Science

DECEMBER 13, 2023

Their hope with this breakthrough is to help improve the production of materials such as computer chips , batteries, and solar panels. With machine learning and other advancements, these materials could see production much sooner than something such as lithium-ion batteries which took decades. But their potential is quite clear.

Machine Learning 98

Machine Learning Machine Learning Data Science AI 98

DrivenData Labs

DECEMBER 7, 2023

In the Unsupervised Wisdom Challenge , participants were tasked with identifying novel, effective methods of using unsupervised machine learning to extract insights about older adult falls from narrative medical record data. He actively participates in data science competitions, consistently achieving top places. and DistilBERT.

Natural Language Processing 130

Natural Language Processing Clustering Data Science Data Analysis 130

IBM Journey to AI blog

DECEMBER 20, 2023

Machine learning (ML) technologies can drive decision-making in virtually all industries, from healthcare to human resources to finance and in myriad use cases, like computer vision , large language models (LLMs), speech recognition, self-driving cars and more. What is machine learning? temperature, salary).

Machine Learning 77

Machine Learning Machine Learning Supervised Learning Clustering 77

ODSC - Open Data Science

DECEMBER 1, 2023

We are all familiar with Microsoft and Microsoft Azure , but have you explored their wide range of learning paths, available for free? MLOps End-to-end Machine Learning Operations (MLOps) with Azure Machine Learning In this learning path, you’ll learn how to implement key concepts to build an end-to-end MLOps solution.

Data Science 52

Data Science Azure Machine Learning Machine Learning 52

AWS Machine Learning Blog

DECEMBER 14, 2023

Due to the extremely harsh conditions (low and high temperatures, vibrations, salt water, dust), attaching sensors to these mining machines for remote monitoring is difficult. Therefore, most machines are manually or visually monitored continuously by on-site workers. The influx is monitored for each of the lanes individually.

AWS 77

AWS ML ML Machine Learning 77

Towards AI

DECEMBER 28, 2023

Over the past 11 years in the field of data science, I’ve witnessed significant transformations. The advent of more powerful personal computers paved the way for the gradual acceptance of deep learning-based methods. CS6910/CS7015: Deep Learning Mitesh M. Expand your skillset by… courses.analyticsvidhya.com 2.

Natural Language Processing 107

Natural Language Processing Deep Learning Deep Learning Python 107

DagsHub

DECEMBER 11, 2023

The following points illustrates some of the main reasons why data versioning is crucial to the success of any data science and machine learning project: Storage space One of the reasons of versioning data is to be able to keep track of multiple versions of the same data which obviously need to be stored as well.

Machine Learning 98

Machine Learning Machine Learning Data Lakes Database 98

AWS Machine Learning Blog

DECEMBER 1, 2023

Launched in 2019, Amazon SageMaker Studio provides one place for all end-to-end machine learning (ML) workflows, from data preparation, building and experimentation, training, hosting, and monitoring. As they can do today with JupyterLab and RStudio on SageMaker, users can switch the Code Editor compute on the fly based on their needs.

ML 92

ML ML Machine Learning Machine Learning 92

Pickl AI

DECEMBER 10, 2023

Powerful Python Libraries to (Partially) Automate EDA Exploratory data analysis (EDA) stands as a cornerstone of the data science domain. NumPy: The Powerhouse of Numerical Computing When it comes to numerical operations and mathematical computations, NumPy emerges as the powerhouse.

EDA 52

EDA Exploratory Data Analysis Python Data Analysis 52

AWS Machine Learning Blog

DECEMBER 12, 2023

Training LLMs requires colossal amount of compute time, which costs millions of dollars. In this post, we’ll summarize training procedure of GPT NeoX on AWS Trainium , a purpose-built machine learning (ML) accelerator optimized for deep learning training. Ben Snyder is an applied scientist with AWS Deep Learning.

AWS 92

AWS Deep Learning Deep Learning Machine Learning 92

Hacker News

DECEMBER 20, 2023

At TigerEye, we're applying lessons learned to both how we are building our product, and how we're building our team. We’re mobile enterprise software and machine learning experts. During our PlanGrid days, we had a front-row view of some of the biggest sales product deficiencies. Here are a few: - Team. Technology.

Computer Science 74

Computer Science Computer Science SQL Machine Learning 74

AWS Machine Learning Blog

DECEMBER 4, 2023

We capitalized on the powerful tools provided by AWS to tackle this challenge and effectively navigate the complex field of machine learning (ML) and predictive analytics. As a fully managed service, AWS Batch helps you run batch computing workloads of any scale. The following diagram shows the solution’s architecture.

AWS 90

AWS ML ML Predictive Analytics 90

Women in Big Data

DECEMBER 13, 2023

The Technical Talk Series focuses on Technical Skills, bringing awareness about a technical topic, sharing knowledge, and ways to learn/enhance required skills, thus linking it to career development. Computational Linguistics is rule based modeling of natural languages. We are hearing about NLP, LLMs, ChatGPT and Generative AI a lot !

Natural Language Processing 52

Natural Language Processing Big Data Big Data Computer Science 52

Heartbeat

DECEMBER 4, 2023

The challenges and successes involved in bringing AI to your palm Photo by Neil Soni on Unsplash The proliferation of machine learning and deep learning algorithms has been ubiquitous and has not left any device with an ounce of processing power behind, even our smartphones.

Artificial Intelligence 59

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 59

Towards AI

DECEMBER 21, 2023

I’m thrilled to share some exciting updates in this week’s Learn AI Together newsletter. We ran a poll asking you how familiar you were with RAG, and most of you wanted to learn more about it. Lastly, our Learn AI Together Community section is full of opportunities. Join in, collaborate, and learn together! So here it is!

AI 101

AI AI Machine Learning Machine Learning 101

Towards AI

DECEMBER 28, 2023

It combines statistics and mathematics with computational linguistics. Before starting, consider taking a look at my Medium profile where I cover topics on Data Science, Machine Learning, and Python! Last Updated on December 30, 2023 by Editorial Team Author(s): Davide Nardini Originally published on Towards AI.

Natural Language Processing 91

Natural Language Processing Python Artificial Intelligence Artificial Intelligence 91

Heartbeat

DECEMBER 14, 2023

Want to learn how to build modern software with LLMs using the newest tools and techniques in the field? He is the Silver Professor of the Courant Institute of Mathematical Sciences at New York University and Vice-President, Chief AI Scientist at Meta.He Hinton is viewed as a leading figure in the deep learning community.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

IBM Journey to AI blog

DECEMBER 13, 2023

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that it may only be read by the intended recipient. Anyone with either authorized or unauthorized access to the bank’s computer systems could potentially read every password.

Algorithm 104

Algorithm Database Computer Science Computer Science 104

AWS Machine Learning Blog

DECEMBER 22, 2023

You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models so you can quickly get started with ML. This combination of high performance, multilingual support, and computational efficiency makes Mixtral-8x7B an appealing choice for NLP applications.

Machine Learning 105

Machine Learning Machine Learning ML ML 105

PyImageSearch

DECEMBER 25, 2023

In this tutorial, you will learn how to start with Generative AI Studio inside Google Cloud. To learn how to get started with the Generative AI studio inside Google Cloud Console, just keep reading. This democratization of AI empowers you to play, learn, and create, opening doors to unprecedented creativity and problem-solving.

Deep Learning 116

Deep Learning Deep Learning AI AI 116

AWS Machine Learning Blog

DECEMBER 7, 2023

Amazon Forecast is a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts. Since this process requires extensive data and complex computations, services like AWS Step Functions offer a significant advantage in organizing and optimizing tasks.

AWS 94

AWS Algorithm Machine Learning Machine Learning 94

phData

DECEMBER 18, 2023

Handling this volume of data (in the time required) is a challenge that stresses the computing power of more “traditional” technology ecosystems and can require specialized processing. Edge computing refers to a paradigm of placing computing resources and systems in close proximity to the point of data interaction.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

Pickl AI

DECEMBER 4, 2023

What is Data Intelligence in Data Science? Wondering what is Data Intelligence in Data Science? Data Intelligence takes that data, adds a touch of AI and Machine Learning magic, and turns it into insights. It includes learning from experience, reasoning, and problem-solving. So, let’s get started. These insights?

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

Snorkel AI

DECEMBER 27, 2023

While the performance of these models is impressive, so too are their computational costs. Enterprise data science teams can adapt these BERT transformer models quickly and cleanly. This lets enterprise data science teams build accurate models faster, without waiting for and relying on human-annotated data.

Data Scientist 59

Data Scientist Data Science Machine Learning Machine Learning 59

Heartbeat

DECEMBER 20, 2023

Understanding why ResNet is essential, its innovative aspects, and what it enables in deep learning forms a crucial part of our exploration. This comparison is academic and practical, offering deep learning practitioners insights into choosing the right architecture based on specific project needs. Things are different for CNNs.

Deep Learning 52

Deep Learning Deep Learning Data Science Machine Learning 52

Heartbeat

DECEMBER 5, 2023

Image Source: NVIDIA A100 — The Revolution in High-Performance Computing The A100 is the pioneer of NVIDIA’s Ampere architecture and emerged as a GPU that redefined computing capability when it was introduced in the first half of 2020. The H100 pioneered AI computing with its capability of machine learning and deep learning workloads.

Natural Language Processing 52

Natural Language Processing Deep Learning Deep Learning AI 52

Snorkel AI

DECEMBER 27, 2023

While the performance of these models is impressive, so too are their computational costs. Enterprise data science teams can adapt these BERT transformer models quickly and cleanly. This lets enterprise data science teams build accurate models faster, without waiting for and relying on human-annotated data.

Data Scientist 52

Data Scientist Data Science Machine Learning Machine Learning 52

Snorkel AI

DECEMBER 27, 2023

While the performance of these models is impressive, so too are their computational costs. Enterprise data science teams can adapt these BERT transformer models quickly and cleanly. This lets enterprise data science teams build accurate models faster, without waiting for and relying on human-annotated data.

Data Scientist 52

Data Scientist Data Science Machine Learning Machine Learning 52

IBM Journey to AI blog

DECEMBER 20, 2023

By giving machines the growing capacity to learn, reason and make decisions, AI is impacting nearly every industry, from manufacturing to hospitality, healthcare and academia. It will also guide the procurement of the necessary hardware, software and cloud computing resources to ensure effective AI implementation.

AI 74

AI AI Artificial Intelligence Artificial Intelligence 74

Ocean Protocol

DECEMBER 11, 2023

Optimism’s EVM Compatibility and Benefits Optimism is Ethereum Virtual Machine (EVM)-compatible, allowing it to run Ethereum smart contracts and use ERC-20 tokens. Learn what you can build with Ocean here. enables developers to Publish data services: downloadable files or compute-to-data. Innovative solutions for dApps : Ocean.js

Data Silos 105

Data Silos Data Science AI AI 105

Flipboard

DECEMBER 6, 2023

Large language models A large language model refers to any model that undergoes training on extensive and diverse datasets, typically through self-supervised learning at a large scale, and is capable of being fine-tuned to suit a wide array of specific downstream tasks. These models are larger in parameter size and perform better in tasks.

AWS 128

AWS Clustering Artificial Intelligence Artificial Intelligence 128

ODSC - Open Data Science

DECEMBER 18, 2023

Sure, AI is now in the hands of the everyday computer user, but I didn’t expect it to be used to the point of controversy and at times, disdain. Originally posted on OpenDataScience.com Read more data science articles on OpenDataScience.com , including tutorials and guides from beginner to advanced levels!

Data Science 97

Data Science AI AI Data Scientist 97

Heartbeat

DECEMBER 28, 2023

The Magical World of Edge AI and Federated Learning: Unleashing the Power of Smart Devices and Protecting Data Privacy Hello there, tech enthusiasts! Welcome to Edge AI and Federated Learning, where machines transform into intelligent partners, making instantaneous choices. There are numerous advantages to Federated Learning.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Iguazio

DECEMBER 14, 2023

Who This Book Is For This book is for practitioners in charge of building, managing, maintaining, and operationalizing the ML process end to end: Data science / AI / ML leaders: Heads of Data Science, VPs of Advanced Analytics, AI Lead etc. The book contains a full chapter dedicated to generative AI. Key Takeaways 1.

ML 52

ML ML Data Science Data Preparation 52

Heartbeat

DECEMBER 8, 2023

A chain focuses on the flow of information and computation. Want to learn how to build modern software with LLMs using the newest tools and techniques in the field? This includes cleaning and transforming data, performing calculations, or applying machine learning algorithms. What are tools and toolkits?

Deep Learning 52

Deep Learning Deep Learning AI AI 52

Dataconomy

DECEMBER 29, 2023

An AI influencer, or Artificial Intelligence influencer, is a digital entity generated through the fusion of advanced artificial intelligence (AI) and computer graphics technologies. He is a 28-year-old tech enthusiast with a background in computer science, brings a blend of expertise and relatability to their content creation.

AI 113

AI AI Artificial Intelligence Artificial Intelligence 113