Data Science Current

Understanding Dask in Depth

Analytics Vidhya

FEBRUARY 5, 2023

Finding the best tools to evaluate each dataset […] The post Understanding Dask in Depth appeared first on Analytics Vidhya. Introduction Many different datasets are available for data scientists, machine learning engineers, and data engineers.

Data Scientist

Data Scientist Data Engineering Data Engineer Data Engineering

In-Depth Insights into GPT-4 and XGBoost 2.0: AI’s New Frontiers

Analytics Vidhya

DECEMBER 6, 2023

examining […] The post In-Depth Insights into GPT-4 and XGBoost 2.0: Introduction AI is experiencing a significant shift with the emergence of LLMs like GPT-4, revolutionizing machine understanding and generation of human language. Alongside, xgboost 2.0 This article leads to the capabilities and applications of GPT-4 and xgboost 2.0,

Machine Learning

Machine Learning Machine Learning AI AI

Density Kernel Depth for Outlier Detection in Functional Data

KDnuggets

NOVEMBER 8, 2023

The Density Kernel Depth (DKD) method provides a nuanced approach to detect outliers in functional data, offering clarity in complex datasets and ensuring data quality. Its application becomes crucial as we navigate increasingly intricate data landscapes.

Data Quality

Data Quality Data Science

Webinars

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

The Key to Sustainable Energy Optimization: A Data-Driven Approach for Manufacturing

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

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

MORE WEBINARS

BuildKit in depth: Docker's build engine explained

Hacker News

FEBRUARY 6, 2024

This article explains how BuildKit works in depth, why it's faster than Docker's previous build engine, and what it looks like under the hood.

How to Package and Price Embedded Analytics

Just by embedding analytics, application owners can charge 24% more for their product. How much value could you add? This framework explains how application enhancements can extend your product offerings. Brought to you by Logi Analytics.

Analytics

Mixture-of-Depths: Dynamically allocating compute in transformers

Hacker News

APRIL 7, 2024

In this work we demonstrate that transformers can instead learn to dynamically allocate FLOPs (or compute) to specific positions in a sequence, optimising the allocation along the sequence for different layers across the model depth. Transformer-based language models spread FLOPs uniformly across input sequences.

In-Depth Explanation Of Recurrent Neural Network

Analytics Vidhya

JULY 20, 2021

The post In-Depth Explanation Of Recurrent Neural Network appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Table Of Content Introduction Architecture Of Recurrent Neural Network Application Of.

Data Science

Data Science Analytics Analytics Deep Learning

In-depth understanding of Confusion Matrix

Analytics Vidhya

MAY 18, 2021

The post In-depth understanding of Confusion Matrix appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Machine Learning deals with two types of problems: Regression problems.

Machine Learning

Machine Learning Machine Learning Data Science Analytics

Understand The concept of Indexing in depth!

Analytics Vidhya

JUNE 10, 2021

The post Understand The concept of Indexing in depth! ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Data Engineers and data scientists often have to deal with. appeared first on Analytics Vidhya.

Data Engineering

Data Engineering Data Engineer Data Engineering Data Engineering

In-depth Intuition of K-Means Clustering Algorithm in Machine Learning

Analytics Vidhya

JANUARY 20, 2021

The post In-depth Intuition of K-Means Clustering Algorithm in Machine Learning appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Clustering is an unsupervised machine learning technique.

Clustering

Clustering Machine Learning Machine Learning Algorithm

SVM Kernels In-depth Intuition and Practical Implementation

Analytics Vidhya

OCTOBER 1, 2022

The post SVM Kernels In-depth Intuition and Practical Implementation appeared first on Analytics Vidhya. But no […].

Machine Learning

Machine Learning Machine Learning Algorithm Data Science

Loops and Control Statements – An In-depth Python tutorial

Analytics Vidhya

SEPTEMBER 3, 2021

The post Loops and Control Statements – An In-depth Python tutorial appeared first on Analytics Vidhya. So, I advise you to read the concepts and practice the examples along with me. Let’s start. Table of contents: Loops and their importance Loop Types […].

Python

Python Data Science Analytics Analytics

ChatGPT vs Google Bard (2023): An in-depth comparison

Flipboard

JUNE 2, 2023

This is an in-depth comparison of ChatGPT vs Google Bard. Use our guide to learn more about their unique capabilities and differences. ChatGPT and …

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning

Inheritance in Object Oriented Programming for Python – An In-Depth Guide for Everyone

Analytics Vidhya

OCTOBER 26, 2020

The post Inheritance in Object Oriented Programming for Python – An In-Depth Guide for Everyone appeared first on Analytics Vidhya. Overview Learn about Inheritance in Object Oriented Programming and various forms of Inheritance Understand Method Overriding and super() function in the world of Object.

Python

Python Analytics Analytics

AI copyright lawsuits: In-depth review

Dataconomy

JANUARY 8, 2024

The contentious topic of AI copyright lawsuits is gaining traction, with many advocating that it’s high time AI enterprises compensated for the vast amounts of freely sourced data that have bolstered their generative systems. It’s not just individuals who are entering the legal fray. How AI is violating human rights?

AI

AI AI Artificial Intelligence Artificial Intelligence

In-depth analysis of artificial intelligence techniques for emotion detection: State-of-the-art, approaches, and perspectives

Dataconomy

AUGUST 25, 2023

This publication presents an in-depth analysis of the latest artificial intelligence techniques used for emotion detection, providing detailed technical explanations, discussing their advantages and limitations, and identifying future perspectives for a better understanding and utilization of these methods.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning

Pythia: A Suite of 16 LLMs for In-Depth Research

KDnuggets

AUGUST 1, 2023

Pythia is a suite of 16 large language models by Eleuther AI. It helps understand and analyze autoregressive large language models during training and scaling.

AI

AI AI Artificial Intelligence Artificial Intelligence

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning Blog

JANUARY 26, 2024

Lastly, we connect these together with an example LLM workload to describe an approach towards architecting with defense-in-depth security across trust boundaries. We then discuss how building on a secure foundation is essential for generative AI. Security is a shared responsibility between AWS and AWS customers.

AWS

AWS AI AI ML

Data Science Degrees vs. Courses: The Value Verdict

KDnuggets

APRIL 30, 2024

Exploring the merits of data science degrees vs courses, this analysis contrasts their depth, prestige, and practicality in job market preparation

Data Science

Video Highlights: An In-depth Discussion on the Hidden Costs and Actual TCO of LLMs

insideBIGDATA

NOVEMBER 11, 2023

An expert panel, courtesy of our friends over at ClearML, discusses the hidden costs and unforeseen “gotchas” that can unravel the expected ROI and TCO related to the different ways to adopt GenAI and LLMs in your organization – while comparing the pros and cons of AI-as-a-Service, such as building your own or using low-code, secure Generative AI platforms. (..)

AI

AI AI Big Data Big Data

Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model

Analytics Vidhya

APRIL 16, 2024

Introduction In the fast-evolving landscape of artificial intelligence, 2024 has brought forth notable advancements, one being TikTok’s groundbreaking introduction of “Depth Anything.”

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Analytics Analytics

Wreck of Shackleton's 'Endurance' discovered in Antarctic depths (2022)

Hacker News

APRIL 7, 2024

Researchers captured stunning photographs of the century-old wreck, still intact almost two miles beneath the waters of the Weddell Sea

Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model

Analytics Vidhya

FEBRUARY 23, 2024

In a groundbreaking move, TikTok has recently introduced “Depth Anything,” a state-of-the-art Monocular Depth-Estimation (MDE) model. Introduction 2024 has started with more advancements in artificial intelligence. All the predictions on AI growth have started to unfold. In a nutshell, this leverages a combination of 1.5

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Analytics Analytics

Amazon EC2 Enhances Defense in Depth with Default IMDSv2

Hacker News

NOVEMBER 27, 2023

To improve defense against open firewalls, reverse proxies, and SSRF vulnerabilities, AWS has recently announced that new Amazon EC2 instance types will support only version 2 of the EC2 Instance Metadata Service (IMDSv2). For transition support, customers will still be able to enable IMDSv1.

AWS

TikTok’s Depth Anything: Revolutionizing Monocular Depth Estimation with Massive Data

Analytics Vidhya

JANUARY 23, 2024

TikTok has introduced a groundbreaking development in Monocular Depth Estimation (MDE) with the release of “Depth Anything.” ” This innovative model leverages a colossal dataset, consisting of 62 million images, to establish itself as a foundational model in the field.

Analytics

Analytics Analytics Artificial Intelligence Artificial Intelligence

In-depth Understanding of XGBoost Introduction in Machine Learning

Towards AI

NOVEMBER 12, 2023

As with time, we see the evolution of algorithms and some algorithms like SVM, Random Forest, or Gradient Boosting gives better result mostly on every type of data. However, these algorithms still have some disadvantages in terms of over-fit, and scalability that directly impact the speed and performance of the models. Published via Towards AI

Machine Learning

Machine Learning Machine Learning Algorithm AI

Exploring Vanishing and Exploding Gradients in Neural Networks

Analytics Vidhya

APRIL 22, 2024

This journey delves into the depth of gradient descent, activation function anomalies, and weight initialization. Solutions like ReLU activation and gradient clipping promise to revolutionize deep learning, unlocking secrets for training success.

Deep Learning

Deep Learning Deep Learning Analytics Analytics

Enhancing Ship Classification with CNNs and Transfer Learning

Analytics Vidhya

APRIL 15, 2024

Introduction Welcome to an in-depth exploration of ship classification using Convolutional Neural Networks (CNNs) with the Analytics Vidhya hackathon dataset. CNNs are a cornerstone of image-related tasks, known for their ability to learn hierarchical representations of images.

Analytics

Analytics Analytics Data Visualization Data Analysis

Extractive Summarization with LLM using BERT

KDnuggets

MARCH 5, 2024

An in-depth overview of extractive text summarization, how state-of-the-art NLP models like BERT can enhance it, and a coding tutorial for using BERT to generate extractive summaries.

Natural Language Processing

Top 5 University Courses to Learn Databases and SQL

Analytics Vidhya

MARCH 8, 2024

In this post, we discuss the importance of developing these abilities and examine some of the best college courses that provide an in-depth understanding of databases and SQL. These courses offer […] The post Top 5 University Courses to Learn Databases and SQL appeared first on Analytics Vidhya.

SQL

SQL Database Analytics Analytics

Mastering the Division Operator in Python

Analytics Vidhya

APRIL 3, 2024

This extensive manual ventures into the depths of the division operator in Python, encompassing its diverse manifestations and utilities. This extensive manual ventures into the depths of the division operator in Python, encompassing its diverse manifestations and utilities.

Python

Python Analytics Analytics

Image Depth Estimation Using Depth Prediction Transformers (DPTs)

Analytics Vidhya

JULY 24, 2023

Introduction Image depth estimation is about figuring out how far away objects in an image are. In the past, people used techniques like stereo vision or special sensors to estimate depth. But now, there’s […] The post Image Depth Estimation Using Depth Prediction Transformers (DPTs) appeared first on Analytics Vidhya.

Analytics

Analytics Analytics Deep Learning Deep Learning

New Study: Amid ChatGPT Craze, MLOps Spend Will Surge in 2023 as 60% of Machine Learning Leaders Plan to Boost Investments by Over 25%

insideBIGDATA

JANUARY 27, 2023

ClearML, a leading open source, end-to-end MLOps platform, announced wide availability of its new, in-depth research report, MLOps in 2023: What Does the Future Hold? Polling 200 U.S.-based

Machine Learning

Machine Learning Machine Learning Big Data Big Data

Understanding Machine Learning Algorithms: An In-Depth Overview

Flipboard

SEPTEMBER 12, 2023

Understanding Machine Learning: Exposing the Tasks, Algorithms, and Selecting the Best Model.

Machine Learning

Machine Learning Machine Learning Algorithm

Feature Store Summit 2023: Practical Strategies for Deploying ML Models in Production Environments

KDnuggets

SEPTEMBER 20, 2023

On October 11th, 2023 the Feature Store Summit will bring together leading ML companies, such as Uber, WeChat and more, for in-depth discussions about data and AI.

ML

ML ML AI AI

How to Build a GPT Tokenizer?

Analytics Vidhya

FEBRUARY 27, 2024

In this in-depth examination, we meticulously explore the critical role of tokenization in LLMs, highlighting its essential contribution to language […] The post How to Build a GPT Tokenizer? appeared first on Analytics Vidhya.

Analytics

Analytics Analytics AI AI

How to Plan a Threat Hunt: Using Log Analytics to Manage Data in Depth

Dataversity

JUNE 21, 2021

The post How to Plan a Threat Hunt: Using Log Analytics to Manage Data in Depth appeared first on DATAVERSITY. Only 46% of security operations leaders are satisfied with their team’s ability to detect threats, and 82% of decision-makers report that their responses to threats […].

Analytics

Analytics Analytics ETL Database

An Unusual Furniture Design Niche: Behind-the-Sofa Consoles

Hacker News

MAY 8, 2024

Michigan-based builder Mitten State Woodworks specializes in them, offering depths as narrow as 3", and as wide as 11" The other dimensions are up to you and the size of your sofa. Here's an unusual furniture niche: Powered behind-the-sofa consoles. A built-in outlet provides two standard plugs

What is a Destructor in Python? Uses, Code Implementation and More

Analytics Vidhya

FEBRUARY 14, 2024

The concept of destructors may seem like an advanced topic reserved for the depths of object-oriented programming. However, understanding destructors and their role in resource management can greatly enhance the efficiency and reliability of Python applications. Uses, Code Implementation and More appeared first on Analytics Vidhya.

Python

Python Analytics Analytics

Revisit History with MyLens AI

Analytics Vidhya

FEBRUARY 26, 2024

Introduction Have you ever wished to go back in time and explore the depths of history with a simple click? Well, now you can, thanks to the innovative tool called MyLens AI.

AI

AI AI Analytics Analytics

Pandas vs. Polars: A Comparative Analysis of Python’s Dataframe Libraries

KDnuggets

JANUARY 11, 2024

An in-depth analysis of their syntax, speed, and usability. Which one is the best to use when working with data?

Python

Android Data Encryption in depth

Hacker News

DECEMBER 30, 2023

Comments (..)

How to Get Job Ready in the World of Large Language Models?

Analytics Vidhya

DECEMBER 5, 2023

Get job-ready with in-depth knowledge and application skills of different Large Language Models (LLMs). Your dream entry into this field requires expertise and hands-on experience in natural language processing. appeared first on Analytics Vidhya.

Natural Language Processing

Natural Language Processing Artificial Intelligence Artificial Intelligence Analytics

Top 15 Vector Databases that you Must Try in 2024

Analytics Vidhya

DECEMBER 2, 2023

This article explores the definition and significance of vector databases, comparing them with traditional databases, and provides an in-depth overview of the top 15 vector databases to consider in 2024. […] The post Top 15 Vector Databases that you Must Try in 2024 appeared first on Analytics Vidhya.

Database

Database Data Science Analytics Analytics

Understanding Dask in Depth

In-Depth Insights into GPT-4 and XGBoost 2.0: AI’s New Frontiers

Webinars

Trending Sources

Density Kernel Depth for Outlier Detection in Functional Data

Webinars

BuildKit in depth: Docker's build engine explained

How to Package and Price Embedded Analytics

Mixture-of-Depths: Dynamically allocating compute in transformers

In-Depth Explanation Of Recurrent Neural Network

In-depth understanding of Confusion Matrix

Understand The concept of Indexing in depth!

In-depth Intuition of K-Means Clustering Algorithm in Machine Learning

SVM Kernels In-depth Intuition and Practical Implementation

Loops and Control Statements – An In-depth Python tutorial

ChatGPT vs Google Bard (2023): An in-depth comparison

Inheritance in Object Oriented Programming for Python – An In-Depth Guide for Everyone

AI copyright lawsuits: In-depth review

In-depth analysis of artificial intelligence techniques for emotion detection: State-of-the-art, approaches, and perspectives

Pythia: A Suite of 16 LLMs for In-Depth Research

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

Data Science Degrees vs. Courses: The Value Verdict

Video Highlights: An In-depth Discussion on the Hidden Costs and Actual TCO of LLMs

Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model

Wreck of Shackleton's 'Endurance' discovered in Antarctic depths (2022)

Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model

Amazon EC2 Enhances Defense in Depth with Default IMDSv2

TikTok’s Depth Anything: Revolutionizing Monocular Depth Estimation with Massive Data

In-depth Understanding of XGBoost Introduction in Machine Learning

Exploring Vanishing and Exploding Gradients in Neural Networks

Enhancing Ship Classification with CNNs and Transfer Learning

Extractive Summarization with LLM using BERT

Top 5 University Courses to Learn Databases and SQL

Mastering the Division Operator in Python

Image Depth Estimation Using Depth Prediction Transformers (DPTs)

New Study: Amid ChatGPT Craze, MLOps Spend Will Surge in 2023 as 60% of Machine Learning Leaders Plan to Boost Investments by Over 25%

Understanding Machine Learning Algorithms: An In-Depth Overview

Feature Store Summit 2023: Practical Strategies for Deploying ML Models in Production Environments

How to Build a GPT Tokenizer?

How to Plan a Threat Hunt: Using Log Analytics to Manage Data in Depth

An Unusual Furniture Design Niche: Behind-the-Sofa Consoles

What is a Destructor in Python? Uses, Code Implementation and More

Revisit History with MyLens AI

Pandas vs. Polars: A Comparative Analysis of Python’s Dataframe Libraries

Android Data Encryption in depth

How to Get Job Ready in the World of Large Language Models?

Top 15 Vector Databases that you Must Try in 2024

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