Data Science Dojo

NOVEMBER 15, 2023

The event will cover a wide range of topics, including the latest technologies, strategies, and processes about data platforms, governance, and contracts, generative AI, and more. The AI Expo features a variety of talks, workshops, and demos on a wide range of AI topics.

AI 195

AI AI Machine Learning Machine Learning 195

Data Science Dojo

AUGUST 9, 2023

Emerging architectures for LLM applications: There are a number of emerging architectures for LLM applications, such as Transformer-based models, graph neural networks, and Bayesian models. Question answering: LLMs can be used to answer questions about a variety of topics.

Natural Language Processing 370

Natural Language Processing Data Science Database Artificial Intelligence 370

Hacker News

APRIL 11, 2024

Completed in only 2012, the glulam -and-steel truss bridge was designed by Norwegian architecture studio Plan Arkitekter and engineering firm Norconsult for the Norwegian Public Roads Administration (NPRA). Aesthetics "not a governing topic" The NPRA is currently undertaking steps to improve bridge safety.

173

173

Towards AI

MARCH 29, 2024

It covers a wide range of topics, from optimizing Neural Networks for a particular hardware platform to new fabrication methods for building new hardware for AI applications. The conference lasted three (very intensive) days, with cutting-edge paper presentations and keynotes from academic and industry leaders.

Computer Science 78

Computer Science Computer Science AI AI 78

Hacker News

JANUARY 1, 2024

This book aims to provide an introduction to the topic of deep learning algorithms.

Deep Learning 140

Deep Learning Deep Learning Algorithm 140

Mlearning.ai

APRIL 1, 2023

Word2Vec consists of two architectures: Continuous Bag of Words (CBOW) and Skip-Gram. We will discuss each of these architectures in detail. CBOW Architecture The CBOW architecture predicts the centre word based on the surrounding context words. The following diagram shows the architecture of CBOW. DM Architecture.

Deep Learning 52

Deep Learning Deep Learning Natural Language Processing Clustering 52

Data Science Dojo

SEPTEMBER 1, 2023

It can provide creative suggestions and help users explore different angles and approaches to various topics or projects. This is the initial prompt, requesting an article on a specific topic. Example : Asking the AI to teach a topic, adjusting the complexity of the language based on the user’s knowledge.

AI 300

AI AI Natural Language Processing Data Mining 300

Data Science Dojo

JANUARY 13, 2023

The conference features a wide range of topics within AI, including machine learning, natural language processing, computer vision, and robotics, as well as interdisciplinary areas such as AI and law, AI and education, and AI and the arts. It is the only sponsor-free, vendor-free, and recruiter-free data science conference℠.

Data Science 284

Data Science Data Mining Data Mining Data Mining 284

Dataversity

FEBRUARY 16, 2023

The topic of agile transformation is emerging, either driven “bottom-up” from product leaders or “top-down” by C-level executives. Being primarily transformation of the business, it is a response to digital strategy, thus connected with a wide range of topics – including Data Governance and Enterprise Architecture.

Data Governance 52

Data Governance 52

phData

MAY 3, 2024

How Snowflake Helps Achieve Real-Time Analytics Snowflake is the ideal platform to achieve real-time analytics for several reasons, but two of the biggest are its ability to manage concurrency due to the multi-cluster architecture of Snowflake and its robust connections to 3rd party tools like Kafka. p8 -pubout -out C:tmpnew_rsa_key_v1.pub

Apache Kafka 52

Apache Kafka Analytics Analytics ETL 52

Towards AI

APRIL 1, 2024

For readers already familiar with foundational topics such as encoding, time series analysis, and traditional neural network architectures, feel free to jump ahead to the sections focusing on Transformers and the attention mechanism. Machine learning can be regarded as the processes of encoding and decoding.

Natural Language Processing 81

Natural Language Processing Machine Learning Machine Learning AI 81

Data Science Dojo

APRIL 9, 2024

billion parameters and transformer-based architecture. Generating inaccurate statements It is important to understand that Moondream 2 may generate inaccurate statements, especially for complex topics or situations requiring real-world understanding. Learn computer vision using Python Phi-1.5 It is a small language model with 1.3

Natural Language Processing 418

Natural Language Processing Python AI AI 418

Smart Data Collective

AUGUST 17, 2022

But keep in mind one thing which is you have to either replicate the topics in your cloud cluster or you will have to develop a custom connector to read and copy back and forth from the cloud to the application. 5 Key Comparisons in Different Apache Kafka Architectures.

Apache Kafka 109

Apache Kafka ETL Data Lakes AWS 109

AWS Machine Learning Blog

JANUARY 5, 2024

Figure 1 – SageMaker offerings for ML workload migration Wipro defined an architecture that addresses the challenges in a cost-optimized and fully automated way. Event-driven architecture – The pipelines for model training, model deployment, and model monitoring are well integrated by use Amazon EventBridge , a serverless event bus.

AWS 110

AWS Data Science ML ML 110

Towards AI

JANUARY 14, 2024

1F44FFollow me on Medium and subscribe to get my latest articleU+1FAF6If you prefer video tutorials, please subscribe to my YouTube channel where I started to convert most of my articles to visual demonstrations.

AI 96

AI AI Artificial Intelligence Artificial Intelligence 96

Towards AI

FEBRUARY 20, 2024

If you like this topic and you want to support me: Clap my article 50 times; that will really help me out.U+1F44FFollow Enter RAG pipelines combine retrieval and language generation modules to enhance natural language processing tasks. get started RAGAs stands for Retrieval Augmented Generation Assessment.

Natural Language Processing 85

Natural Language Processing AI AI Data Science 85

Flipboard

OCTOBER 13, 2023

We recently held our annual Connect/Enterprise event and, for this very reason, artificial intelligence—particularly generative AI and LLMs—was a major topic of conversation both on and off the stage.

AI 144

AI AI Artificial Intelligence Artificial Intelligence 144

Data Science Dojo

NOVEMBER 3, 2023

Link to channel Eve on Tech Eye on Tech focuses on the latest business technology and IT topics, including AI, DevOps, security, networking, cloud, storage, and more. The development of new hardware architectures that can support the training and inference of LLMs more efficiently.

Natural Language Processing 221

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 221

Data Science Dojo

NOVEMBER 3, 2023

Link to channel Eve on Tech Eye on Tech focuses on the latest business technology and IT topics, including AI, DevOps, security, networking, cloud, storage, and more. The development of new hardware architectures that can support the training and inference of LLMs more efficiently.

Natural Language Processing 221

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 221

Dataconomy

NOVEMBER 21, 2023

These best free LLMs can help you for various topics ( Image credit ) Best free LLMs: LLama-2 vs GPT-3.5 and PaLM-2, each model showcases a distinct level of precision, influenced by their parameter size, training data, and architectural intricacies. Accuracy When it comes to accuracy among LLama-2, GPT-3.5,

Natural Language Processing 202

Natural Language Processing AI AI Artificial Intelligence 202

Data Science Dojo

SEPTEMBER 11, 2023

How do LLM parameters work LLM parameters include the architecture, model size, training data, and hyperparameters. The core component is the transformer architecture, which enables LLMs to process and generate text efficiently. LLMs are trained in vast datasets, learning patterns and relationships between words and phrases.

Natural Language Processing 317

Natural Language Processing Artificial Intelligence Artificial Intelligence Data Analysis 317

Data Science Dojo

JUNE 14, 2023

Which is also our topic today. It uses the same type of sequence-to-sequence architecture that is used in the T5 transformer. Another similarity between the two is that Parrot is also trained on a corpus of sentence pairs where one sentence is original and the other is paraphrased.

Machine Learning 195

Machine Learning Machine Learning Algorithm AI 195

Data Science Dojo

JUNE 14, 2023

Which is also our topic today. It uses the same type of sequence-to-sequence architecture that is used in the T5 transformer. Another similarity between the two is that Parrot is also trained on a corpus of sentence pairs where one sentence is original and the other is paraphrased.

Machine Learning 195

Machine Learning Machine Learning Algorithm AI 195

Data Science Dojo

JUNE 14, 2023

Which is also our topic today. It uses the same type of sequence-to-sequence architecture that is used in the T5 transformer. Another similarity between the two is that Parrot is also trained on a corpus of sentence pairs where one sentence is original and the other is paraphrased.

Machine Learning 195

Machine Learning Machine Learning Algorithm AI 195

Data Science Dojo

NOVEMBER 3, 2023

Link to channel Eve on Tech Eye on Tech focuses on the latest business technology and IT topics, including AI, DevOps, security, networking, cloud, storage, and more. The development of new hardware architectures that can support the training and inference of LLMs more efficiently.

Natural Language Processing 195

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 195

Hacker News

AUGUST 12, 2023

With the goal of ending this current limbo and soothe longstanding tensions in the Nix community, this RFC does two things: Establish general principles about Nix's architecture and evolution in order to ensure we do not get in this situation again.

94

94

AWS Machine Learning Blog

APRIL 4, 2024

However, delivering truly personalized recommendations presents several key challenges: Capturing diverse user interests – News can span many topics and even within specific topics, readers can have varied interests. This results in customized news feeds that surface the topics and sources most relevant to an individual user.

AWS 80

AWS ETL Data Scientist Database 80

IBM Journey to AI blog

NOVEMBER 10, 2023

The run script will: Create an instance in the Secrets Manager and Event Notifications Create a secret in the Secrets Manager Build a Code Engine App (code is already provided) Create same secret in the Code Engine Project Create necessary sources, topics, destination etc., A subscription would be made between the topic and the destination.

93

93

AWS Machine Learning Blog

NOVEMBER 22, 2023

The AWS Well-Architected Framework provides a systematic way for organizations to learn operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. These advantages can enable you to optimize the usage and cost of underlying AI services.

AWS 93

AWS ML ML Machine Learning 93

Towards AI

OCTOBER 24, 2023

In other agent news, Adept researchers have introduced a multi-modal architecture for AI agents named Fuyu, with 8 billion parameters. This model adopts a decoder-only architecture capable of processing images and text, simplifying the network design, scalability, and deployment. Why LLaVa-1.5

AI 111

AI AI Deep Learning Deep Learning 111

phData

DECEMBER 14, 2023

A Composable CDP is a new technical architecture for how businesses manage and activate their customer data for marketing programs. Thought leadership on the topic of Composable technology. What is a Composable Customer Data Platform? Staffing allocation to Composable CDP projects. What’s Next?

Data Warehouse 52

Data Warehouse Cloud Data 52

Towards AI

JULY 31, 2023

If you are not known of these works, I have already talked about these topics; please go through them briefly. The architecture of the sparse transformer: Residual Architecture The authors introduced a residual architecture to combine factorized attention, against the original architecture of the transformer model.

Machine Learning 85

Machine Learning Machine Learning AI AI 85

AWS Machine Learning Blog

MAY 5, 2023

Specifically, we use the example of architecture diagrams for complex images due to their incorporation of numerous different visual icons and text. Understanding the nuances between search queries for similar topics is important to provide relevant results and minimize the effort required from the user to manually sort through results.

AWS 101

AWS ETL ML ML 101

IBM Journey to AI blog

APRIL 2, 2024

A messaging queue technology is essential for businesses to stay afloat, but building out event-driven architecture fueled by messaging might just be your x-factor. The core of building this real-time responsiveness lies in messaging, but its value can be expanded through event-driven architectures.

Apache Kafka 64

Apache Kafka Clustering SQL AI 64

Dataconomy

SEPTEMBER 13, 2023

Today’s topic is Unstable Diffusion. Neural Network Architecture : Unstable Diffusion relies on the formidable PixelCNN++ neural network architecture. There are many image generators on the internet, and while most are pretty identical, you can try a couple of different websites or tools.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence AI AI 113

Pickl AI

FEBRUARY 29, 2024

ChatGPT’s distinctive feature lies in its adeptness at comprehending and responding to disjunctive dialogues – conversations that involve diverse topics, shifts in context, or abrupt changes in subject matter.

AI 52

AI AI Machine Learning Machine Learning 52

Pickl AI

JUNE 23, 2023

And to effectively harness the power of data, organizations are adopting data-centric architectures in AI. But what exactly is data-centric architecture in AI? In this article, we will delve deep into this topic, exploring its significance, benefits, and implementation strategies. So, let’s get started!

AI 52

AI AI Data Governance Data Quality 52