Data Science Current

Understanding Transformers: A Deep Dive into NLP’s Core Technology

Analytics Vidhya

APRIL 16, 2024

Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments.

Natural Language Processing

Natural Language Processing Deep Learning Deep Learning Analytics

Amplifying Deep Learning: A Dive into Data Augmentation Strategies

Analytics Vidhya

JANUARY 29, 2024

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. This helps for our learning model […] The post Amplifying Deep Learning: A Dive into Data Augmentation Strategies appeared first on Analytics Vidhya. But our datasets are becoming more complicated.

Deep Learning

Deep Learning Deep Learning Analytics Analytics

Understanding Python Closures: Deep Dive into Functional Programming

Analytics Vidhya

FEBRUARY 21, 2024

In this exploration of closures, we unravel their inner workings […] The post Understanding Python Closures: Deep Dive into Functional Programming appeared first on Analytics Vidhya. Closures enable functions to retain access to variables from their enclosing scope, fostering modularity and enhancing code clarity.

Python

Python Analytics Analytics

Webinars

How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Leading the Development of Profitable and Sustainable Products

MORE WEBINARS

Mojo: Ownership and lifetime checks deep dive with Chris Lattner [video]

Hacker News

MAY 13, 2024

Learn everything you need to know about ownership in Mojo, a deep dive with Modular CEO Chris LattnerIf you have any questions make sure to join our friendly.

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation?

Data Science

A Deep Dive into Qdrant, the Rust-Based Vector Database

Analytics Vidhya

NOVEMBER 21, 2023

The vector stores have become an integral part of developing apps with Deep Learning Models, especially the Large Language Models. In the ever-evolving landscape of […] The post A Deep Dive into Qdrant, the Rust-Based Vector Database appeared first on Analytics Vidhya.

Database

Database Deep Learning Deep Learning Analytics

A Deep Dive into Model Quantization for Large-Scale Deployment

Analytics Vidhya

NOVEMBER 17, 2023

Model Quantization, a popular technique, offers […] The post A Deep Dive into Model Quantization for Large-Scale Deployment appeared first on Analytics Vidhya. The common thread among these challenges is the imperative to shrink model size without compromising accuracy.

Analytics

Analytics Analytics AI AI

Building and Training Large Language Models for Code: A Deep Dive into StarCoder

Analytics Vidhya

SEPTEMBER 1, 2023

We will be diving deep into the intricacies of a remarkable model known as StarCoder, which is part of the BigCode project—an open initiative at the […] The post Building and Training Large Language Models for Code: A Deep Dive into StarCoder appeared first on Analytics Vidhya.

Analytics

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Unveiling the Inner Workings: A Deep Dive into BERT’s Attention Mechanism

Analytics Vidhya

DECEMBER 12, 2023

Essentially, BERT is a pre-trained system […] The post Unveiling the Inner Workings: A Deep Dive into BERT’s Attention Mechanism appeared first on Analytics Vidhya. This enables tailoring BERT for specific tasks without starting from scratch.

Natural Language Processing

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday.

AI

A Deep Dive into LSTM Neural Network-based House Rent Prediction

Analytics Vidhya

JUNE 5, 2023

Introduction Long Short Term Memory (LSTM) is a type of deep learning system that anticipates property leases. Rental markets are influenced by diverse factors, and LSTM’s ability to capture and remember […] The post A Deep Dive into LSTM Neural Network-based House Rent Prediction appeared first on Analytics Vidhya.

Deep Learning

Deep Learning Deep Learning Analytics Analytics

The Inner Workings of LLMs: A Deep Dive into Language Model Architecture

Analytics Vidhya

JULY 25, 2023

To truly appreciate the capabilities of LLMs, it is essential to take a deep dive into their inner workings and understand the intricacies of their […] The post The Inner Workings of LLMs: A Deep Dive into Language Model Architecture appeared first on Analytics Vidhya.

Natural Language Processing

Natural Language Processing Analytics Analytics

A Deep Dive Into Transformers Library

Analytics Vidhya

SEPTEMBER 6, 2021

Now let’s go deep dive into the Transformers library and […]. The post A Deep Dive Into Transformers Library appeared first on Analytics Vidhya. You can find more about it in my previous blog post here.

Data Science

Data Science Analytics Analytics Deep Learning

Knowledge Graphs: Deep Dive into its Theories and Applications

Analytics Vidhya

JANUARY 25, 2023

With that massive amount of complex data, it should have […] The post Knowledge Graphs: Deep Dive into its Theories and Applications appeared first on Analytics Vidhya.

Analytics

Analytics Analytics Data Visualization Python

BI Buyers Guide: Embedding Analytics in Your Software

This exhaustive guide with a foreword from BI analyst Jen Underwood dives deep into the BI buying process and explores how to decide what features you need. And as the number of vendors grows, it gets harder to make sense of it all. Don't go into the fray unarmed.

Analytics

A Deep Dive into Data Replication: Most Effective Way to Protect Your Data

Analytics Vidhya

FEBRUARY 22, 2023

Even […] The post A Deep Dive into Data Replication: Most Effective Way to Protect Your Data appeared first on Analytics Vidhya. Introduction Data replication is also known as database replication, which is copying data to ensure that all information remains consistent across all data resources in real-time.

Database

Database Analytics Analytics SQL

How Does ChatGPT Work? A Deep Dive Into the AI Revolutionizing Conversations

Analytics Vidhya

APRIL 25, 2023

A Deep Dive Into the AI Revolutionizing Conversations appeared first on Analytics Vidhya. As a variant of the GPT (Generative Pre-training Transformer) language model, ChatGPT is designed to generate human-like, natural language responses in conversational settings.

AI

AI AI Analytics Analytics

Diving Into the Future of Deep Learning: Exploring the Novel Challenges Title

Analytics Vidhya

OCTOBER 19, 2021

This article was published as a part of the Data Science Blogathon Overview Though it is believed that tech enthusiasts are passing through the golden age of Artificial Intelligence, engineers and scientists still need to explore miles while progressing on their journey to Deep Learning projects.

Deep Learning

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence

Gearing up to dive into Mariana Trench of Deep Learning

Analytics Vidhya

JULY 27, 2021

The post Gearing up to dive into Mariana Trench of Deep Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon This article would try to make an effort to take the.

Deep Learning

Deep Learning Deep Learning Data Science Analytics

The Controversy of AI Training With Personal Data: A Deep Dive Into Bard’s Use of Gmail

Analytics Vidhya

MARCH 23, 2023

People now question the ethical implications of this practice and worry about the security […] The post The Controversy of AI Training With Personal Data: A Deep Dive Into Bard’s Use of Gmail appeared first on Analytics Vidhya.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

Intel Xeon Max 9480 Deep-Dive 64GB HBM2e Onboard Like a GPU or AI Accelerator

Hacker News

SEPTEMBER 19, 2023

We deep-dive into the Intel Xeon MAX 9480 and see several surprises when combining Xeon cores and HBM2e memory (like a GPU uses)

AI

AI AI

Deep Dive into Time Series Data with Single Neuron

Analytics Vidhya

JUNE 24, 2021

The post Deep Dive into Time Series Data with Single Neuron appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon “Time flies over us, but leave its shadow behind” a beautiful.

Data Science

Data Science Analytics Analytics Deep Learning

Video?—?Deep Dive: Optimizing LLM inference

Julien Simon

MARCH 11, 2024

Video — Deep Dive: Optimizing LLM inference Open-source LLMs are great for conversational applications, but they can be difficult to scale in production and often deliver latency and throughput that are incompatible with your cost-performance objectives.

Deep Learning

Deep Learning Deep Learning

AI Update: A WaPo Deep Dive, AI Passes Legal Ethics Exam, Google’s AI Scam Suit

Flipboard

NOVEMBER 17, 2023

The post AI Update: A WaPo Deep Dive, AI Passes Legal Ethics Exam, Google’s AI Scam Suit appeared first on Above the Law. This week in AI news.

AI

AI AI Artificial Intelligence Artificial Intelligence

Video?—?Deep dive: Compiling deep learning models, from XLA to PyTorch 2

Julien Simon

FEBRUARY 28, 2024

Video — Deep dive: Compiling deep learning models, from XLA to PyTorch 2 Compilation is an excellent technique to accelerate the training and inference of deep learning models, especially if it can be completely automated! In this video, we discuss deep learning compilation, from the early days of TensorFlow to PyTorch 2.

Deep Learning

Deep Learning Deep Learning AWS AI

Video?—?Deep Dive: Quantizing Large Language Models

Julien Simon

MARCH 6, 2024

Video — Deep Dive: Quantizing Large Language Models Quantization is an excellent technique to compress Large Language Models (LLM) and accelerate their inference. In this 2-part video, we discuss model quantization, first introducing what it is, and how to get an intuition of rescaling and the problems it creates.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence

Deep Dive into XZ Utils Backdoor – Columbia Engineering Guest Lecture [video]

Hacker News

APRIL 29, 2024

On March 29th, a developer from Microsoft published that he had discovered a backdoor built into XZ Utils, a compression package included with nearly every m.

A deep dive into email deliverability in 2024

Hacker News

MARCH 31, 2024

In this post we cover the new email deliverability guidelines for Gmail and Yahoo.

Framework Laptop 16 Deep Dive – Connectors

Hacker News

DECEMBER 6, 2023

Connectors are surprisingly among the most complex and critical parts of building a product that is slim, durable, high performance, and easy to repair. With Framework Laptop 16, we customized our own to enable our new module ecosystems.

Optimizing Python Code Performance: A Deep Dive into Python Profilers

KDnuggets

FEBRUARY 8, 2023

In this article, we will take an in-depth look at the profilers in Python to assist in optimizing the performance of our code.

Python

Behind the design: A deep dive into Aptos

Hacker News

MARCH 5, 2024

Journey through the design process for our new default font

Accelerating Success with Databricks: A Deep Dive into antuit.ai's Decision and Customer Impact

databricks

FEBRUARY 14, 2024

In the dynamic realm of AI-driven forecasting, businesses navigate a landscape where strategic choices shape their trajectory. One such pivotal decision was made.

AI

AI AI

Deep Dive into the Vision Transformers Paper (ViT)

Hacker News

DECEMBER 1, 2023

we host a paper club called "Arxiv Dives" to make us smarter Oxen ? ?. We believe diving into the details of research papers is the best way to build fundamental knowledge and keep up with the bleeding edge. Every Friday at Oxen.ai If you would like to join the discussion

A Deep Dive into the Latest Performance Improvements of Stateful Pipelines in Apache Spark Structured Streaming

databricks

FEBRUARY 28, 2024

This post is the second part of our two-part series on the latest performance improvements of stateful pipelines. The first part of this.

Data Engineering

Data Engineering Data Engineer Data Engineering Data Engineering

From Data to Decisions: Deep Dive into Workshop Learnings

Women in Big Data

APRIL 17, 2024

The post From Data to Decisions: Deep Dive into Workshop Learnings first appeared on Women in Big Data. Understanding that correlation (a relationship between variables) does not imply causation (one variable causing another).

Exploratory Data Analysis

Exploratory Data Analysis EDA Machine Learning Machine Learning

Video deep dive: Advanced distributed training with Hugging Face LLMs and AWS Trainium

Julien Simon

JANUARY 23, 2024

Following up on my recent “ Hugging Face on AWS accelerators ” deep dive, this new video zooms in on distributed training with NeuronX Distributed Optimum Neuron and AWS Trainium. Then, we discuss how these techniques are implemented in NeuronX Distributed and Optimum.

AWS

AWS AI AI

Video?—?Deep dive?—?Better Attention layers for Transformer models

Julien Simon

FEBRUARY 12, 2024

Video — Deep dive — Better Attention layers for Transformer models The self-attention mechanism is at the core of transformer models. As amazing as it is, it requires a significant amount of computing and memory bandwidth, leading to scalability issues as models get more complex and context length increases.

Deep Learning

Deep Learning Deep Learning Data Science Artificial Intelligence

The Only Interview Prep Course You Need for Deep Learning

KDnuggets

APRIL 2, 2024

Dive into the 50 most popular deep-learning questions to get you ready for your interview.

Deep Learning

Deep Learning Deep Learning Machine Learning Machine Learning

Top 19 MLOps Tools to Learn in 2024

Analytics Vidhya

APRIL 17, 2024

This article dives deep into the MLOps, bridging the gap between data science and production. Introduction Step into the magical world of machine learning (ML), where industries are transformed and possibilities are endless. But to know its full potential, we need a robust infrastructure like MLOps.

Machine Learning

Machine Learning Machine Learning Data Science ML

Jarvis is Here! Meet Figure One, the Next Generation Humanoid Robot Powered by OpenAI

Analytics Vidhya

MARCH 14, 2024

This article dives deep into the characteristics of Jarvis, exploring its potential and the fascinating technology that brings it […] The post Jarvis is Here! Their creation? Jarvis: A humanoid robot powered by ChatGPT. This cutting-edge fusion leaves observers astounded by its unprecedented sophistication and capabilities.

AI

AI AI Analytics Analytics

Book Review: Tree-based Methods for Statistical Learning in R

insideBIGDATA

FEBRUARY 23, 2023

It’s a wonderful learning resource for tree-based techniques in statistical learning, one that’s become my go-to text when I find the need to do a deep dive into various ML topic areas for my work. Here’s a new title that is a “must have” for any data scientist who uses the R language.

Data Scientist

Data Scientist ML ML Big Data

Comprehensive Guide on Non Parametric Tests

Analytics Vidhya

APRIL 9, 2024

Introduction In this article, we will explore what is hypothesis testing, focusing on the formulation of null and alternative hypotheses, setting up hypothesis tests and we will deep dive into parametric and non-parametric tests, discussing their respective assumptions and implementation in python.

Hypothesis Testing

Hypothesis Testing Python Analytics Analytics

A Deep Dive into GPT Models: Evolution & Performance Comparison

Flipboard

MAY 25, 2023

The blog focuses on GPT models, providing an in-depth understanding and analysis. It explains the three main components of GPT models: generative, pre-trained, and transformers.

Natural Language Processing

Comprehensive Guide on Non Parametric Tests

Analytics Vidhya

MARCH 21, 2024

Introduction In this article, we will explore what is hypothesis testing, focusing on the formulation of null and alternative hypotheses, setting up hypothesis tests and we will deep dive into parametric and non-parametric tests, discussing their respective assumptions and implementation in python.

Hypothesis Testing

Hypothesis Testing Python Analytics Analytics

Understanding Transformers: A Deep Dive into NLP’s Core Technology

Amplifying Deep Learning: A Dive into Data Augmentation Strategies

Webinars

Trending Sources

Understanding Python Closures: Deep Dive into Functional Programming

Webinars

Mojo: Ownership and lifetime checks deep dive with Chris Lattner [video]

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

A Deep Dive into Qdrant, the Rust-Based Vector Database

A Deep Dive into Model Quantization for Large-Scale Deployment

Building and Training Large Language Models for Code: A Deep Dive into StarCoder

Unveiling the Inner Workings: A Deep Dive into BERT’s Attention Mechanism

Generative AI Deep Dive: Advancing from Proof of Concept to Production

A Deep Dive into LSTM Neural Network-based House Rent Prediction

The Inner Workings of LLMs: A Deep Dive into Language Model Architecture

A Deep Dive Into Transformers Library

Knowledge Graphs: Deep Dive into its Theories and Applications

BI Buyers Guide: Embedding Analytics in Your Software

A Deep Dive into Data Replication: Most Effective Way to Protect Your Data

How Does ChatGPT Work? A Deep Dive Into the AI Revolutionizing Conversations

Diving Into the Future of Deep Learning: Exploring the Novel Challenges Title

Gearing up to dive into Mariana Trench of Deep Learning

The Controversy of AI Training With Personal Data: A Deep Dive Into Bard’s Use of Gmail

Intel Xeon Max 9480 Deep-Dive 64GB HBM2e Onboard Like a GPU or AI Accelerator

Deep Dive into Time Series Data with Single Neuron

Video?—?Deep Dive: Optimizing LLM inference

AI Update: A WaPo Deep Dive, AI Passes Legal Ethics Exam, Google’s AI Scam Suit

Video?—?Deep dive: Compiling deep learning models, from XLA to PyTorch 2

Video?—?Deep Dive: Quantizing Large Language Models

Deep Dive into XZ Utils Backdoor – Columbia Engineering Guest Lecture [video]

A deep dive into email deliverability in 2024

Framework Laptop 16 Deep Dive – Connectors

Optimizing Python Code Performance: A Deep Dive into Python Profilers

Behind the design: A deep dive into Aptos

Accelerating Success with Databricks: A Deep Dive into antuit.ai's Decision and Customer Impact

Deep Dive into the Vision Transformers Paper (ViT)

A Deep Dive into the Latest Performance Improvements of Stateful Pipelines in Apache Spark Structured Streaming

From Data to Decisions: Deep Dive into Workshop Learnings

Video deep dive: Advanced distributed training with Hugging Face LLMs and AWS Trainium

Video?—?Deep dive?—?Better Attention layers for Transformer models

The Only Interview Prep Course You Need for Deep Learning

Top 19 MLOps Tools to Learn in 2024

Jarvis is Here! Meet Figure One, the Next Generation Humanoid Robot Powered by OpenAI

Book Review: Tree-based Methods for Statistical Learning in R

Comprehensive Guide on Non Parametric Tests

A Deep Dive into GPT Models: Evolution & Performance Comparison

Comprehensive Guide on Non Parametric Tests

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