Analytics Vidhya

SEPTEMBER 29, 2023

Introduction We live in an age where large language models (LLMs) are on the rise. One of the first things that comes to mind nowadays when we hear LLM is OpenAI’s ChatGPT. Now, did you know that ChatGPT is not exactly an LLM but an application that runs on LLM models like GPT 3.5 and […] The post Fundamental Principles of Langchain in LLM Based Application Development appeared first on Analytics Vidhya.

Modeling 346

Modeling Analytics 346

CIO Business Intelligence

SEPTEMBER 29, 2023

If any technology has captured the collective imagination in 2023, it’s generative AI — and businesses are beginning to ramp up hiring for what in some cases are very nascent gen AI skills, turning at times to contract workers to fill gaps, pursue pilots, and round out in-house AI project teams. Analyzing the hiring behaviors of companies on its platform, freelance work marketplace Upwork has AI to be the fastest growing category for 2023, noting that posts for generative AI jobs increased more

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Deep Learning Machine Learning Modeling Consulting 143

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Picture this: You’re searching for products that look like something you’ve seen and loved before. Finding visually similar items can be a game-changer, whether fashion, home decor, or gadgets. But how do you navigate through a vast sea of images to pinpoint those perfect matches? Enter the world of robust image retrieval systems.

Visualization 334

Visualization Analytics 334

CIO Business Intelligence

SEPTEMBER 29, 2023

As I work with financial services and banking organizations around the world, one thing is clear: AI and generative AI are hot topics of conversation. These conversations are so weighty, they are happening at the boardroom level. I get it. Financial organizations want to capture generative AI’s tremendous potential while mitigating its risks. In the finance and banking industry, however, organizations are seeking extra guidance on the best way forward.

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Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Management

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Generative Artificial Intelligence (AI) models have revolutionized natural language processing (NLP) by producing human-like text and language structures. These models have opened doors to various applications, from chatbots to content generation, that enable more interactive and versatile interactions between humans and machines. But how do we evaluate the effectiveness of these generative AI models […] The post Evaluation of GenAI Models and Search Use Case appeared first on

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Modeling Interactive Analytics 334

KDnuggets

SEPTEMBER 29, 2023

Cloud notebooks are game-changers for data science, providing free access to computing, pre-built environments, collaboration features, and third-party integrations - everything you need to enhance your workflow.

Data Science 134

Data Science 134

CIO Business Intelligence

SEPTEMBER 29, 2023

Generative AI (GenAI) is not just the topic of the hour – it may well be the topic of the decade and beyond. Until a year ago, when people suggested that AI was already mainstream and asked what the next big thing would be, I replied that we had not reached the end state of AI yet. All of us have experienced this with ChatGPT – the conversation has shifted completely.

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Machine Learning Finance Strategy Testing 131

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction In today’s data-driven world, whether you’re a student looking to extract insights from research papers or a data analyst seeking answers from datasets, we are inundated with information stored in various file formats. From research papers in PDF to reports in DOCX and plain text documents (TXT), to structured data in CSV files, there’s […] The post How to Develop A Multi-File Chatbot?

Structured Data 334

Structured Data Data-driven Reporting Analytics 334

KDnuggets

SEPTEMBER 29, 2023

This tutorial provides an in-depth introduction to machine learning using PyTorch and its high-level wrapper, PyTorch Lightning. The article covers essential steps from installation to advanced topics, offering a hands-on approach to building and training neural networks, and emphasizing the benefits of using Lightning.

Machine Learning 127

Machine Learning IT 127

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Image matting technology is a computer vision and image processing technique that separates the foreground objects from the background in an image. The goal of image matting is to accurately compute the transparency or alpha values for each pixel in the image, indicating how much of the pixel belongs to the foreground and how […] The post What Does ViTMatte Reveal About the Cutting-Edge in Image Matting Technology?

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Technology Analytics 327

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

KDnuggets

SEPTEMBER 29, 2023

Are you looking for the open source tools to help you in your data science journey? Look no further. Discover these game-changers that will elevate your data-driven decisions.

Data Science 129

Data Science Data-driven 129

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Diffusion models, rooted in probabilistic generative modeling, are powerful tools for data generation. Initially in machine learning research, their history dates back to the mid-2010s when Denoising Autoencoders were developed. Today, they have gained prominence for their ability to generate high-quality images from text by modeling the denoising process.

Modeling 327

Modeling Machine Learning Analytics 327

IBM Big Data Hub

SEPTEMBER 29, 2023

As the pace and volume of digital business continue to increase, organizations are facing mounting pressure to accelerate the speed at which they do business. The ability to quickly respond to shifting customer and market dynamics has become key for contending with today’s growing digital economy. In a survey run by IDC, a leading provider of global IT research and advice, 43% of technology leaders indicated that they were “planning to deliver innovative digital products and services

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Data-driven Uncertainty Cost-Benefit Marketing 116

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction In deep learning, optimization algorithms are crucial components that help neural networks learn efficiently and converge to optimal solutions. One of the most popular optimization algorithms used in training deep neural networks is the Adam optimizer, and achieving optimal performance and training efficiency is a quest that continues to captivate researchers and practitioners alike. […] The post What is Adam Optimizer?

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Optimization Deep Learning Analytics Machine Learning 327

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

IBM Big Data Hub

SEPTEMBER 29, 2023

Regular cleanup is part of all account administration and security best practices, not just for cloud environments. In our blog post on identifying inactive identities , we looked at the APIs offered by IBM Cloud Identity and Access Management (IAM) and how to utilize them to obtain details on IAM identities and API keys. Some readers provided feedback and asked on how to proceed and act on identified inactive identities.

Reporting 90

Reporting Risk Management IT 90

Smarten

SEPTEMBER 29, 2023

The Client is a global business governed by a foundation whose mission is to have a meaningful social impact, both for patients and for a sustainable world. With its unique governance model, the Client business can fully serve its vocation with a long-term vision and fulfil its commitment to therapeutic progress and to serving patient needs. The company has grown exponentially, first across France and then throughout the world, driven by the transformation of the business.

Analytics 67

Analytics Sales Operational Reporting Reporting 67

Dataiku

SEPTEMBER 29, 2023

Regulating fast-moving technologies is never easy. The current U.S. Department of Justice clash with Google over anti-competitive behavior in the online advertising market is just the latest example in a string of similar antitrust cases involving big tech which have failed to yield substantive results. Questions have been asked of whether “antitrust [is] still fit for purpose in the digital age,” effectively — are our legal tools keeping up with market reality?

Advertising 64

Advertising Marketing Technology 64

AWS Big Data

SEPTEMBER 29, 2023

In today’s digital age, data is at the heart of every organization’s success. One of the most commonly used formats for exchanging data is XML. Analyzing XML files is crucial for several reasons. Firstly, XML files are used in many industries, including finance, healthcare, and government. Analyzing XML files can help organizations gain insights into their data, allowing them to make better decisions and improve their operations.

Metadata 65

Metadata Visualization Data-driven Optimization 65

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

CIO Business Intelligence

SEPTEMBER 29, 2023

Over the last eighteen months or so, a motley group of teenagers under the banner of Lapsus$ managed to hack into “unbreachable” fortresses at tech giants such as Okta, T-Mobile, Nvidia, Microsoft, and Globant using unsophisticated but creative and persistent techniques. While the group’s goals were unclear and differing – fluctuating between amusement, monetary gain, and notoriety – at various times, it again brought to the fore the persistent gaps in security at even the biggest and most infor

Data Processing 140

Data Processing Behavioral Analytics Testing Software 140