ODSC - Open Data Science

JANUARY 29, 2024

Using skills such as statistical analysis and data visualization techniques, prompt engineers can assess the effectiveness of different prompts and understand patterns in the responses. You may be expected to use other cloud platforms like AWS, GCP, and others, so don’t neglect them and at least be vaguely familiar with how they work.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

Flipboard

DECEMBER 13, 2024

The explosion of data creation and utilization, paired with the increasing need for rapid decision-making, has intensified competition and unlocked opportunities within the industry. As of September 2024, the AI solution supports three core applications: Clearwater Intelligent Console (CWIC) Clearwaters customer-facing AI application.

Analytics 82

Analytics Analytics AI AI 82

DagsHub

APRIL 21, 2024

A traditional machine learning (ML) pipeline is a collection of various stages that include data collection, data preparation, model training and evaluation, hyperparameter tuning (if needed), model deployment and scaling, monitoring, security and compliance, and CI/CD.

Machine Learning 59

Machine Learning Machine Learning ML ML 59

IBM Journey to AI blog

AUGUST 12, 2024

Wearable devices (such as fitness trackers, smart watches and smart rings) alone generated roughly 28 petabytes (28 billion megabytes) of data daily in 2020. And in 2024, global daily data generation surpassed 402 million terabytes (or 402 quintillion bytes). Massive, in fact.

Big Data 106

Big Data Big Data ML ML 106

Pickl AI

NOVEMBER 4, 2024

The global data warehouse as a service market was valued at USD 9.06 billion by 2031, growing at a CAGR of 25.55% during the forecast period from 2024 to 2031. This rapid growth highlights the increasing reliance on data warehouses for informed decision-making and strategic planning. billion in 2024 to USD 774.00

Data Engineer 52

Data Engineer Data Engineering Data Engineering Data Engineering 52

Pickl AI

NOVEMBER 28, 2024

billion in 2024, at a CAGR of 10.7%. R and Other Languages While Python dominates, R is also an important tool, especially for statistical modelling and data visualisation. Data Transformation Transforming data prepares it for Machine Learning models. billion in 2023 to $181.15

Machine Learning 52

Machine Learning Machine Learning ML ML 52

phData

DECEMBER 4, 2023

This blog was originally written by Erik Hyrkas and updated for 2024 by Justin Delisi This isn’t meant to be a technical how-to guide — most of those details are readily available via a quick Google search — but rather an opinionated review of key processes and potential approaches.

Clustering 98

Clustering Database SQL Data Pipeline 98

AWS Machine Learning Blog

NOVEMBER 30, 2023

The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal & Professional, to name just a few. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

AWS 144

AWS AI AI ML 144

AWS Machine Learning Blog

DECEMBER 5, 2024

RAG applications on AWS RAG models have proven useful for grounding language generation in external knowledge sources. This configuration might need to change depending on the RAG solution you are working with and the amount of data you will have on the file system itself. For IAM role , choose Create a new role.

AWS 117

AWS ML ML Machine Learning 117