ODSC - Open Data Science

SEPTEMBER 29, 2023

Data management problems can also lead to data silos; disparate collections of databases that don’t communicate with each other, leading to flawed analysis based on incomplete or incorrect datasets. One way to address this is to implement a data lake: a large and complex database of diverse datasets all stored in their original format.

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ODSC - Open Data Science

JUNE 1, 2023

Real-Time ML with Spark and SBERT, AI Coding Assistants, Data Lake Vendors, and ODSC East Highlights Getting Up to Speed on Real-Time Machine Learning with Spark and SBERT Learn more about real-time machine learning by using this approach that uses Apache Spark and SBERT. Well, these libraries will give you a solid start.

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ODSC - Open Data Science

AUGUST 31, 2023

When choosing a data structure, it may benefit you to see which has all the components of the CAP theorem and which best suits your needs. Drowning in Data? A Data Lake May Be Your Lifesaver Read this Q&A with HPCC Systems on how data lakes let you spend less time managing data and more time analyzing it.

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AWS Machine Learning Blog

NOVEMBER 6, 2024

top_k":250,"top_p":1,"stop_sequences":["nnHuman:"],"anthropic_version":"bedrock-2023-05-31"}" } Anthropic’s Claude accepts the prompt in a different way ( nnHuman: ), so the API request on the Amazon Bedrock console provides the prompt in the way that Anthropic’s Claude can accept.

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ODSC - Open Data Science

FEBRUARY 24, 2023

Apache Doris can better meet the scenarios of report analysis, ad-hoc query, unified data warehouse, Data Lake Query Acceleration, etc. For those looking to get more out of their data, whether you’re new to data science or you’re a seasoned pro, getting hands-on training with these tools is the best way to learn how they work.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

Code talks – In this new session type for re:Invent 2023, code talks are similar to our popular chalk talk format, but instead of focusing on an architecture solution with whiteboarding, the speakers lead an interactive discussion featuring live coding or code samples. AWS DeepRacer Get ready to race with AWS DeepRacer at re:Invent 2023!

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ODSC - Open Data Science

FEBRUARY 2, 2023

The role of a data scientist is in demand and 2023 will be no exception. To get a better grip on those changes we reviewed over 25,000 data scientist job descriptions from that past year to find out what employers are looking for in 2023. However, each year the skills and certainly the platforms change somewhat.

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phData

NOVEMBER 8, 2024

Note : Cloud Data warehouses like Snowflake and Big Query already have a default time travel feature. However, this feature becomes an absolute must-have if you are operating your analytics on top of your data lake or lakehouse. It can also be integrated into major data platforms like Snowflake. Contact phData Today!

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ODSC - Open Data Science

FEBRUARY 15, 2024

The Future of the Single Source of Truth is an Open Data Lake Organizations that strive for high-performance data systems are increasingly turning towards the ELT (Extract, Load, Transform) model using an open data lake.

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ODSC - Open Data Science

SEPTEMBER 12, 2023

Editor’s note: Jeff Tao is a speaker for ODSC West 2023 this Fall. Most data scientists are familiar with the concept of time series data and work with it often. The time series database (TSDB) , however, is still an underutilized tool in the data science community. at ODSC West 2023.

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DagsHub

DECEMBER 11, 2023

A complete overview revealing a diverse range of strengths and weaknesses for each data versioning tool. However, these tools have functional gaps for more advanced data workflows. Reference diagram of lakeFS (Source: official documentation ) Strengths It works with all data formats without requiring any changes from the user side.

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Precisely

JANUARY 19, 2023

In 2023 and beyond, we expect the open source trend to continue, with steady growth in the adoption of tools like Feilong, Tessla, Consolez, and Zowe. In 2023, expect to see broader adoption of streaming data pipelines that bring mainframe data to the cloud, offering a powerful tool for “modernizing in place.”

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Dataversity

FEBRUARY 10, 2023

It’s no surprise that, in 2023, business enterprises want to become truly data-driven organizations. For many of these organizations, the path toward becoming more data-driven lies in the power of data lakehouses, which combine elements of data warehouse architecture with data lakes.

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ODSC - Open Data Science

JULY 22, 2023

We’re a few weeks removed from ODSC Europe 2023 and we couldn’t have left on a better note. The week was filled with engaging sessions on top topics in data science, innovation in AI, and smiling faces that we haven’t seen in a while. That’s it for our ODSC Europe 2023 highlights! What’s next?

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IBM Journey to AI blog

SEPTEMBER 25, 2023

Uber understood that digital superiority required the capture of all their transactional data, not just a sampling. They stood up a file-based data lake alongside their analytical database. Because much of the work done on their data lake is exploratory in nature, many users want to execute untested queries on petabytes of data.

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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 !

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ODSC - Open Data Science

JULY 14, 2023

Below you’ll find just a few of the many expert-led sessions at ODSC Europe 2023 that attendees loved — and you can view them for yourself here ! And don’t miss the chance to join us for our upcoming free virtual Generative AI Summit on July 20th and ODSC West 2023 in San Francisco (October 31st-November 3rd). What’s next?

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ODSC - Open Data Science

JUNE 7, 2023

Wednesday, June 14th Me, my health, and AI: applications in medical diagnostics and prognostics: Sara Khalid | Associate Professor, Senior Research Fellow, Biomedical Data Science and Health Informatics | University of Oxford Iterated and Exponentially Weighted Moving Principal Component Analysis : Dr. Paul A.

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ODSC - Open Data Science

JULY 27, 2023

Choosing a Data Lake Format: What to Actually Look For The differences between many data lake products today might not matter as much as you think. When choosing a data lake, here’s something else to consider. Get Pumped For ODSC West 2023 With Highlights from Last Year!

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Mlearning.ai

JUNE 19, 2023

What are Data Clean Rooms? How they can supplement Data Lakes and Data Warehouses medium.com The news are also quite fitting, since Google will now enter a partnership with Tumult Labs, a leader in differential privacy for companies and government agencies[4].

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

These teams are as follows: Advanced analytics team (data lake and data mesh) – Data engineers are responsible for preparing and ingesting data from multiple sources, building ETL (extract, transform, and load) pipelines to curate and catalog the data, and prepare the necessary historical data for the ML use cases.

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Data Science Dojo

SEPTEMBER 10, 2024

Voice and Image Capabilities In September 2023, OpenAI enhanced ChatGPT with improved voice and image functionalities. The company’s Lakehouse Platform, which merges data warehousing and data lakes, empowers data scientists and ML engineers to process, store, analyze, and even monetize datasets efficiently.

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ODSC - Open Data Science

APRIL 27, 2023

5 Data Engineering and Data Science Cloud Options for 2023 AI development is incredibly resource intensive. As such, here are a few data science cloud options to help you handle some work virtually. Announcing the ODSC East 2023 Keynote Speakers We’re thrilled to announce the ODSC East 2023 Keynote speakers!

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ODSC - Open Data Science

JULY 20, 2023

Automating Remediation Processes for Data Security Posture Management Before we look into how we can automate it, it is important to understand how data security posture management helps you achieve your goals. And not just that, you’ll find out how blazing fast it is to connect Apache Spark, Databricks, and TimeXtender.

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ODSC - Open Data Science

AUGUST 24, 2023

That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success. 5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond.

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ODSC - Open Data Science

FEBRUARY 14, 2023

It also addresses the strategies and best practices for implementing a data mesh. Applying Engineering Best Practices in Data Lakes Architectures Einat Orr | Ceo and Co-Founder | Treeverse This talk examines why agile methodology, continuous integration, and continuous deployment and production monitoring are essential for data lakes.

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AWS Machine Learning Blog

JUNE 21, 2024

In 2023, eSentire was looking for ways to deliver differentiated customer experiences by continuing to improve the quality of its security investigations and customer communications. eSentire has over 2 TB of signal data stored in their Amazon Simple Storage Service (Amazon S3) data lake.

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phData

SEPTEMBER 20, 2023

This blog was originally written by Keith Smith and updated for 2023 by Nick Goble & Dominick Rocco. You’ve probably heard of the Snowflake Data Cloud , but did you know that Snowflake also offers a revolutionary set of libraries and runtimes called Snowpark?

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Dataconomy

FEBRUARY 20, 2024

Remember that heady rush of 2023? It can dredge up connections and inspirations from the depths of its data lakes. Every tech evangelist and their grandma was gushing about generative AI, hailing it as the dawn of a new creative epoch. Fast forward to 2024, and the initial awe has morphed into a collective shrug.

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Towards AI

FEBRUARY 13, 2023

Last Updated on February 13, 2023 by Editorial Team What happened this week in AI by Louis ChatGPT and generative AI are still hot topics this week. ChatGPT reportedly reached 100 million monthly active users in January, making it one of the fastest-growing apps in history.

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Towards AI

FEBRUARY 21, 2023

Last Updated on February 22, 2023 by Editorial Team Author(s): Hrvoje Smolic Originally published on Towards AI. The second part of preparing your business for AI is structuring and analyzing the data. To make this easier, businesses must create an organized data storage and retrieval system.

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AWS Machine Learning Blog

JUNE 18, 2024

On December 6 th -8 th 2023, the non-profit organization, Tech to the Rescue , in collaboration with AWS, organized the world’s largest Air Quality Hackathon – aimed at tackling one of the world’s most pressing health and environmental challenges, air pollution.

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ODSC - Open Data Science

MARCH 30, 2023

Companies Hiring Data Scientists Spring 2023 Let’s take a closer look at some of the companies that are recruiting for data science jobs right now and what kind of jobs they’re offering. Why You Should Never Stop Learning in Data Science and AI Like every job path, growing is necessary to advance your career.

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The MLOps Blog

JANUARY 23, 2023

These tools may have their own versioning system, which can be difficult to integrate with a broader data version control system. For instance, our data lake could contain a variety of relational and non-relational databases, files in different formats, and data stored using different cloud providers. DVC Git LFS neptune.ai

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IBM Journey to AI blog

JUNE 11, 2024

In November 2023, Broadcom finalized its acquisition (link resides outside ibm.com) of VMware for USD 69 billion, with an aim to enhance its multicloud strategy. Generative AI-powered discovery as a service : Helps extracting key data elements from client data repositories and fast-track the application discovery process.

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AWS Machine Learning Blog

JUNE 13, 2023

The combination of large language models (LLMs), including the ease of integration that Amazon Bedrock offers, and a scalable, domain-oriented data infrastructure positions this as an intelligent method of tapping into the abundant information held in various analytics databases and data lakes.

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AWS Machine Learning Blog

APRIL 18, 2023

With the recently launched Amazon Monitron Kinesis data export v2 feature , your OT team can stream incoming measurement data and inference results from Amazon Monitron via Amazon Kinesis to AWS Simple Storage Service (Amazon S3) to build an Internet of Things (IoT) data lake. For Data stream capacity , choose On-demand.

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