ODSC - Open Data Science

FEBRUARY 17, 2023

NLP Skills for 2023 These skills are platform agnostic, meaning that employers are looking for specific skillsets, expertise, and workflows. The chart below shows 20 in-demand skills that encompass both NLP fundamentals and broader data science expertise. Google Cloud is starting to make a name for itself as well.

Deep Learning 111

Deep Learning Deep Learning Data Science Natural Language Processing 111

ODSC - Open Data Science

APRIL 18, 2023

ODSC East 2023 is just a few weeks away and we’ve been hard at work finalizing the conference schedule. Monday, May 8th — Day 0: Pre-Conference Bootcamp Day The first unofficial day of ODSC East 2023 is the virtual-only Pre-Conference Bootcamp Day. Join us to meet and connect with your fellow Mini-Bootcamp attendees.

Data Science 98

Data Science Data Wrangling Machine Learning Machine Learning 98

ODSC - Open Data Science

APRIL 3, 2023

Companies have plenty of data at their disposal and are looking for people who can make sense of it and make deductions quickly and efficiently. We looked at over 25,000 job descriptions, and these are the data analytics platforms, tools, and skills that employers are looking for in 2023. Sign up now, start learning today !

Analytics 52

Analytics Analytics Data Analyst SQL 52

ODSC - Open Data Science

DECEMBER 7, 2023

ML Pros Deep-Dive into Machine Learning Techniques and MLOps Seth Juarez | Principal Program Manager, AI Platform | Microsoft Learn how new, innovative features in Azure machine learning can help you collaborate and streamline the management of thousands of models across teams. Check out a few of the highlights from each group below.

Data Wrangling 98

Data Wrangling Data Science Machine Learning Machine Learning 98

ODSC - Open Data Science

JUNE 7, 2023

Since data is left in its raw form within the data lake, it’s easier for data teams to experiment with models and analysis techniques with greater flexibility. So let’s take a look at a few of the leading industry examples of data lakes. Snowflake Snowflake is a cross-cloud platform that looks to break down data silos.

Data Lakes 52

Data Lakes Azure Hadoop Data Warehouse 52

ODSC - Open Data Science

MARCH 10, 2023

Building Both a Fraud & Not-Fraud Model, Leveraging Time-Series Segmentation, and Top AI News in 2023 So Far Opposites Don’t Always Attract: Building Both a Fraud & Not-Fraud Model If you ever have modeled fraud, have you considered creating a model to predict fraud as well as a model to predict not-fraud? Let’s explain some more.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

The MLOps Blog

JANUARY 23, 2023

However, there are some key differences that we need to consider: Size and complexity of the data In machine learning, we are often working with much larger data. Basically, every machine learning project needs data. Given the range of tools and data types, a separate data versioning logic will be necessary.

ML 52

ML ML Data Lakes Machine Learning 52

Mlearning.ai

FEBRUARY 16, 2023

The platform enables quick, flexible, and convenient options for storing, processing, and analyzing data. The solution was built on top of Amazon Web Services and is now available on Google Cloud and Microsoft Azure. ML models, in turn, require significant volumes of adequate data to ensure accuracy.

Data Warehouse 52

Data Warehouse Business Intelligence Business Intelligence Database 52

The MLOps Blog

MARCH 21, 2023

From gathering and processing data to building models through experiments, deploying the best ones, and managing them at scale for continuous value in production—it’s a lot. As the number of ML-powered apps and services grows, it gets overwhelming for data scientists and ML engineers to build and deploy models at scale.

Machine Learning 69

Machine Learning Machine Learning Data Scientist ML 69

ODSC - Open Data Science

JANUARY 29, 2024

Fine-tuning is important for applying domain-specific knowledge to an existing LLM which provides better performance and prompt results Inference Efficiency An emergent skill in late 2023, its inclusion speaks to its importance. This versatility allows prompt engineers to adapt it to different projects and needs.

Data Science 52

Data Science Machine Learning Machine Learning AI 52

phData

JULY 18, 2023

The Ultimate Modern Data Stack Migration Guide phData Marketing July 18, 2023 This guide was co-written by a team of data experts, including Dakota Kelley, Ahmad Aburia, Sam Hall, and Sunny Yan. Imagine a world where all of your data is organized, easily accessible, and routinely leveraged to drive impactful outcomes.

Data Warehouse 52

Data Warehouse SQL Analytics Analytics 52