Snowflake

MAY 9, 2024

From its start with efficient batch processing with data warehouses for descriptive analytics, and the inclusion of streaming data in real time to build recommendations, we find ourselves at the forefront of a new stage of evolution: generative AI (gen AI). It’s not like AI is going to instantly solve every business problem.”

Unstructured Data 92

Unstructured Data Manufacturing Retail Data Warehouse 92

Snowflake

APRIL 24, 2024

Members of the Snowflake AI Research team pioneered systems such as ZeRO and DeepSpeed , PagedAttention / vLLM , and LLM360 which significantly reduced the cost of LLM training and inference, and open sourced them to make LLMs more accessible and cost-effective for the community.

Amazon Web Services 145

Amazon Web Services SQL AWS Architecture 145

Christophe Blefari

APRIL 5, 2024

The new page supports better the mobile and give you titles and overviews of links which are GPT4 generated. AI News 🤖 LlamaIndex slides, examples with Mistral AI — A few slides with a lot of example on how you can use LlamaIndex with Mistral AI models. When is the data model finished?

SQL 130

SQL Data Python Datasets 130

Cloudera

APRIL 18, 2024

Artificial intelligence (AI) is something that, by its very nature, can be surrounded by a sea of skepticism but also excitement and optimism when it comes to harnessing its power. Do I trust my data to be ready for use in AI? Do I trust the models to give me useful insights?

Metadata 105

Metadata Government Data Governance Data 105

Christophe Blefari

JUNE 24, 2023

Gen AI 🤖 MPT-30B-Chat — This is a chat interface hosted on HuggingFace on the MPT-30B model. The MPT models are interesting because they are on Apache Licence, which can means true open-source, unlikely others. We'll be writing models moderating generative models. Crypto collapse?

PostgreSQL 130

PostgreSQL Data Data Engineering Data Engineer 130

Scott Logic

APRIL 22, 2024

Generative AI has been grabbing headlines, but many businesses are starting to feel left-behind. They see the potential of AI, but struggle to find practical applications for it. However, at the same time, it is becoming more and more common to find AI-driven solutions to specific, well-contextualised business problems.

BI 97

BI Software Engineer Software Engineering Algorithm 97

Cloudera

MARCH 6, 2024

We’re at a crucial point in time where the excitement and potential surrounding AI has elevated the importance of improving access to the mission-critical data that helps organizations implement it at scale. Delivering a Competitive Edge with AI at Scale The hype cycle with AI is intense and growing by the day.

Data Analytics 104

Data Analytics Data Technology Data Engineering 104

Snowflake

APRIL 20, 2023

Generative AI and large language models (LLMs) are revolutionizing many aspects of both developer and non-coder productivity with automation of repetitive tasks and fast generation of insights from large amounts of data. And second, with the power to be more pervasive than I can even imagine, is generative AI and LLMs.

Building 115

Building Unstructured Data Government Coding 115

Maxime Beauchemin

APRIL 26, 2023

Mastering AI-Powered Product Development: Introducing Promptimize for Test-Driven Prompt Engineering originally posted here-> [link] AI, AGI, LLM, and GPT are the buzzwords of the moment. Thousands of product builders are currently exploring ways to harness the power of AI in the products and experiences they create.

SQL 148

SQL Database Engineering Software Engineer 148

Data Engineering Weekly

MAY 12, 2024

link] Gradient Flow: Learning from the Past - Comparing the Hype Cycles of Big Data and GenAI The blogs compare the hype cycle of Big Data with Gen AI. The blog narrates the initial hype of Big Data, followed by talent shortages and lead time to build production applications.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Lake 52

Workfall

DECEMBER 12, 2023

Reading Time: 5 minutes In a groundbreaking move, AWS has recently introduced PartyRock, an Amazon Bedrock Playground, designed to make generative AI app-building both fun and intuitive. In Part 2 of this blog, we will do step-by-step implementation on how to build AI apps with Amazon PartyRock and Amazon Bedrock.

AWS 86

AWS Food Accessible Accessibility 86

Christophe Blefari

MARCH 31, 2023

We are slowly approaching the 2-years anniversary of the blog and the newsletter. To be honest time flies and I’d have preferred to do more for the blog in the start of the year but my freelancing activities and my laziness took me so much. Pricing changes First, a new BigQuery pricing model.

Bytes 130

Bytes Data Google Cloud Education 130

Christophe Blefari

JUNE 9, 2023

Data contracts, dbt and modeling Back to the roots, it's been a long time since I did not share dedicated stuff about dbt. A few people already implemented things with the new model governance dbt introduced last month in v1.5. Julian shared a nice way to use dbt model governance when you have 1000+ models.

Data 130

Data Government SQL Coding 130

Christophe Blefari

MARCH 17, 2023

It also means that if you have any questions that you want me to ask you can send them to me beforehand 🫠 Gen AI 🤖 I will create a specific category for generative AI. Politicians think we should work longer when we are slowly starting to discover new AI capabilities that will for sure impact workplaces.

Data 130

Data SQL Deep Learning Kafka 130

DataKitchen

DECEMBER 9, 2022

This can include the use of tools for data preparation, model training, and deployment, as well as technologies for monitoring and managing data-related systems and processes. This can include tools for automating data preparation, model training, and deployment, as well as technologies for managing and coordinating data-related workflows.

Machine Learning 52

Machine Learning Data Preparation Government Data Analytics 52

Data Engineering Weekly

MARCH 31, 2024

Intuit: How Intuit data analysts write SQL 2x faster with the internal GenAI tool The productivity increase with GenAI is undeniable, and several startups are trying to solve the Text2SQL generation problem. The blog further emphasizes its increased investment in Data Mesh and clean data.

Data Engineering 62

Data Engineering Data Engineer Engineering Scala 62

Christophe Blefari

MAY 29, 2023

Gen Ai 🤖 QLoRA: Efficient Finetuning of Quantized LLMs — 65B parameter model on a single 48GB GPU reaching 99.3% Data Modeling, architecture Pattern, tools and the future — part 3 of Simon's guide. Tristan announced it on the blog and the company provided transition perks. See you on Friday.

BI 130

BI Data Warehouse Data Data Pipeline 130

Christophe Blefari

DECEMBER 31, 2023

I also took part in my friend's podcast where we discussed 3 trends in data : data modeling, real-time analytics and DataOps. AI News 🤖 An interactive 3D explaination of LLMs — Explaining complex things the visual way is the best. He even quickly explain how you can run a model on your computer.

Data 100

Data Cloud Storage Datasets Python 100

Christophe Blefari

JULY 3, 2023

This is a small wrap-up from the Snowflake and Databricks Data + AI summits which have taken place last week. They announced: Document AI — A new integrated product where you can ask questions in natural language on documents (PDF, etc.). In the demo there is also how the SQL UI integrates LLMs generating SQL from a comment.

SQL 130

SQL Data Kafka AWS 130

LinkedIn Engineering

JUNE 20, 2023

Co-authors: Shivansh Mundra , Gonzalo Aniano Porcile , Smit Marvaniya , Hany Farid A core part of what we do on the Trust Data Team at LinkedIn is create, deploy, and maintain models that detect and prevent many types of abuse. This spans the detection and prevention of fake accounts, account takeovers, and policy-violating content.

Media 132

Media Datasets Programming Engineering 132

Cloudera

JANUARY 19, 2024

As described in our recent blog post , an SQL AI Assistant has been integrated into Hue with the capability to leverage the power of large language models (LLMs) for a number of SQL tasks. But first, let’s explore what the SQL AI Assistant does, and how people would use it within the SQL editor.

SQL 71

SQL Data Warehouse AWS Architecture 71

DoorDash Engineering

APRIL 26, 2023

In the wake of ChatGPT and Generative AI DoorDash is identifying ways this new technology can enhance the customer’s ordering experience on the platform. Generative AI shows tremendous potential in various fields, including language processing, image and video generation, and content creation.

Food 98

Food Unstructured Data Deep Learning SQL 98

Cloudera

DECEMBER 19, 2023

Without a doubt, 2023 has shaped up to be generative AI’s breakout year. There, I met with IT leaders across multiple lines of business and agencies in the US Federal government focused on optimizing the value of AI in the public sector.

Government 86

Government Education Unstructured Data Datasets 86

Snowflake

FEBRUARY 22, 2024

A lot of the buzz around AI focuses on its future potential. But an important aspect of this world-changing tech story that gets lost in the hype is understanding exactly what AI solutions are available for you and your team to employ right now, today. All these features make it faster and easier for marketers to experiment.

Technology 87

Technology Machine Learning Utilities Designing 87

Edureka

APRIL 24, 2024

Despite being the focal point of the current tech market, it won’t be wrong to say that most of us have yet to harness the full potential of generative AI. Especially when it comes to various implementations and examples of generative AI. So, what is the best way to utilise generative AI’s competencies?

Pharmaceutical 52

Pharmaceutical Manufacturing Datasets Algorithm 52

Cloudera

MARCH 22, 2024

As enterprise AI technologies rapidly reshape our digital environment, the foundation of your cloud infrastructure is more critical than ever. On top of that, this solid base is crucial for effectively harnessing the power of enterprise AI and generative AI, enabling your organization to build and scale advanced AI apps with confidence.

Cloud 111

Cloud Certification Systems Architecture 111

KDnuggets

MAY 29, 2023

Top free tools for detecting thesis, research papers, assignments, documentation, and blogs generated by AI models.

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Workfall

DECEMBER 26, 2023

Reading Time: 14 minutes In the evolving landscape of AI-driven innovation, crafting compelling narratives has reached new heights with the power of Generative AI, and Amazon SageMaker stands as a pivotal platform for realizing this potential. ” Access the Studio and start working on the deployed model. .”

AWS 76

AWS Coding Accessible Accessibility 76

Christophe Blefari

MARCH 8, 2024

I mean, there is a big difference between podcast for instance and news blogging like I'm doing. It's a showcase — It can be an educational project showing others how you can orchestrate and schedule a small-scale AI application. I have sent 132 Data News editions which represents 2500 links (~20 links per edition).

Data 130

Data Algorithm Database Education 130

Cloudera

MARCH 26, 2024

Today, 44% of organizations are experimenting with generative AI, with 10% having already implemented it in operational settings. Companies must act now in order to stay in the AI Race. How do you adapt a foundational model to your specific needs? But for many enterprises, the biggest hurdle is getting started.

Machine Learning 80

Machine Learning Banking Professional Services Architecture 80

Cloudera

NOVEMBER 1, 2023

Elevate your AI applications with our latest applied ML prototype At Cloudera, we continuously strive to empower organizations to unlock the full potential of their data, catalyzing innovation and driving actionable insights. High-level overview of real-time data ingest with Cloudera DataFlow to Pinecone vector database.

Machine Learning 105

Machine Learning Data Ingestion Database Architecture 105

Data Engineering Weekly

FEBRUARY 25, 2024

link] Berkeley Artificial Intelligence Research (BAIR): The Shift from Models to Compound AI Systems The Berkeley AI Research (BAIR) blog discusses the evolution from focusing on single large language models (LLMs) to developing compound AI systems that integrate multiple components, including LLMs, for superior performance.

Data Engineering 62

Data Engineering Data Engineer Engineering Kafka 62

Edureka

APRIL 19, 2024

This AI-driven image creation platform has quickly become popular because it allows users to turn their ideas into visually stunning pieces of art. Whether you’re a seasoned artist seeking new avenues of expression or a curious enthusiast eager to witness the marvels of AI-driven creativity, Midjourney promises an enthralling journey.

Algorithm 52

Algorithm Deep Learning Machine Learning Accessible 52

LinkedIn Engineering

OCTOBER 19, 2023

This robust framework empowers near real-time data processing for critical services and platforms, ranging from machine learning and notifications to anti-abuse AI modeling. By 2019, Apache Beam pipelines were powering several critical use cases, and the programming model and framework saw extensive adoption across LinkedIn teams.

Process 119

Process Lambda Architecture Kafka Machine Learning 119

Edureka

FEBRUARY 8, 2023

We are introduced to new discoveries and technologies every day, and one of the best and most popular inventions today is artificial intelligence (AI) and its tools. One of them is Chat GPT, a conversational model of AI that is a powerful chatbot that answers follow-up questions and writes code for the users. ” Fig.6

Coding 130

Coding Deep Learning Programming Java 130

Snowflake

JUNE 28, 2023

The potential of generative AI and large language models (LLMs) for enterprises is massive. This additional flexibility drastically expands the scope of AI/ML and app workloads that can be brought directly to Snowflake data. A win/win for both parties. Check out this demo to see this in action. See it in action here.

Pipeline-centric 73

Pipeline-centric Unstructured Data Government Data 73

Data Engineering Weekly

MAY 3, 2024

There is a lot of context missing in that tweet, so I decided to write a blog about it. However, it forces us to rethink the shared lib model with the shared Notebook, which can be challenging for overall system design. Code Execution Flow The code execution flow in typical Python programming differs from the driven execution model.

Programming Language 117

Programming Language ETL Tools Data Pipeline Coding 117