Analytics Vidhya

SEPTEMBER 1, 2023

Introduction Hey there, fellow tech enthusiasts! Today, I’m excited to take you on a journey through the fascinating world of building and training large language models (LLMs) for code. 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.

Modeling 348

Modeling Analytics 348

Analytics Vidhya

SEPTEMBER 1, 2023

Introduction In the dynamic landscape of machine learning, synthesizing two potent techniques has given rise to a versatile model known as Adversarial Autoencoders (AAEs). Seamlessly blending the features of autoencoders and Generative Adversarial Networks (GANs), AAEs have emerged as a powerful tool for data generation, representation learning, and beyond.

Machine Learning 328

Machine Learning Modeling Analytics 328

KDnuggets

SEPTEMBER 1, 2023

This article describes a large-scale data warehousing use case to provide reference for data engineers who are looking for log analytic solutions. It introduces the log processing architecture and real-case practice in data ingestion, storage, and queries.

Analytics 117

Analytics IT 117

Analytics Vidhya

SEPTEMBER 1, 2023

Introduction Welcome to this article, where we’ll explore the exciting world of Generative AI. We will mainly focus on Conditional Variational Autoencoders or CVAEs, these are like the next level of AI artistry, merging the strengths of Variational Autoencoders (VAEs) with the ability to follow specific instructions, giving us fine-tuned control over image creation.

Analytics 348

Analytics 348

Advertiser: ZoomInfo

As prospects define their problem, search for solutions, and even change jobs, they are generating high-value signals that the best go-to-market teams can leverage to close more deals. This is where signal-based selling comes into play. ZoomInfo CEO Henry Schuck recently broke down specific ways to put four key buying signals into action with the experts from 30 Minutes to President’s Club.

B2B

CIO Business Intelligence

SEPTEMBER 1, 2023

Until recently, software-defined networking (SDN) technologies have been limited to use in data centers — not manufacturing floors. But as part of Intel’s expansive plans to upgrade and build a new generation of chip factories in line with its Integrated Device Manufacturing (IDM) 2.0 blueprint, unveiled in 2021, the Santa Clara, Calif.-based semiconductor giant opted to implement SDN within its chip-making facilities for the scalability, availability, and security benefits it delivers.

Manufacturing 130

Manufacturing IT Cost-Benefit IoT 130

KDnuggets

SEPTEMBER 1, 2023

Learn how to leverage LlamaIndex and GPT-3.5-Turbo to easily add natural language capabilities to Pandas for intuitive data analysis and conversation.

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127

KDnuggets

SEPTEMBER 1, 2023

Back to Basics: A beginner's guide to setting up Python and understanding its role in data science.

Data Science 127

Data Science IT 127

Data Science 101

SEPTEMBER 1, 2023

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. “one thing that I specially love is the tech community” — Alfonsina Lizardo (@alais29.dev) on Threads Today we have @alais29.dev. You list gamer in your bio @alais29.dev, how has being a gamer impacted or influenced your software development career?

Software 111

Software Visualization IT Technology 111

CIO Business Intelligence

SEPTEMBER 1, 2023

Many companies today are rapidly adopting new technologies and tools to improve overall efficiencies, improve customer and client experiences, and support key initiatives that are related to business transformation. However, these efforts, while necessary, bring with them growing pains for the workforce. As our global technologies transform, so must our teams.

Technology 110

Technology Consulting Strategy Measurement 110

KDnuggets

SEPTEMBER 1, 2023

Gregory Piatetsky-Shapiro founded KDnuggets 30 years ago, after organizing early workshops on knowledge discovery. In this retrospective interview, he reflects on KDnuggets' growth, key innovations like deep learning, and concerns about AI's societal impact.

Knowledge Discovery 107

Knowledge Discovery Deep Learning 107

Advertisement

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

Testing

CIO Business Intelligence

SEPTEMBER 1, 2023

SAP has appointed a new global head of artificial intelligence, Walter Sun, after the previous post-holder quit to found her own AI startup. For the past 18 years, Sun worked at Microsoft, most recently as VP of AI for its business and applications platform group. Sun has a PhD from MIT and continued to publish academic research papers during his time at Microsoft, in addition to teaching at Seattle and Washington universities.

IT 105

IT Forecasting Reporting Data Quality 105

KDnuggets

SEPTEMBER 1, 2023

KDnuggets celebrates its 30th anniversary with month-long initiatives. First, a "Back to Basics" campaign updates foundational data science content for beginners. Second, in partnership with O'Reilly, the "30 for 30" giveaway offers a free ebook daily to newsletter subscribers.

Data Science 104

Data Science IT 104

CIO Business Intelligence

SEPTEMBER 1, 2023

Developers are hired for their coding skills, but often spend too much time on information-finding, setup tasks, and manual processes. To combat wasted time and effort, Discover® Financial Services championed a few initiatives to help developers get back to what they do best: developing. The result? More than 100,000 hours of developer toil have been automated or eliminated.

Digital Transformation 105

Digital Transformation Strategy Technology Modeling 105

KDnuggets

SEPTEMBER 1, 2023

It is proven that candidates who include a comprehensive LinkedIn profile in their resume have a 71% higher chance of receiving an interview.

IT 103

IT 103

Advertiser: ZoomInfo

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

Sales

IBM Big Data Hub

SEPTEMBER 1, 2023

In the simplest sense, a cybersecurity threat, or cyberthreat, is an indication that a hacker or malicious actor is attempting to gain unauthorized access to a network for the purpose of launching a cyberattack. Cyberthreats can range from the obvious, such as an email from a foreign potentate offering a small fortune if you’ll just provide your bank account number, to the deviously stealthy, such as a line of malicious code that sneaks past cyberdefenses and lives on the network for month

IoT 101

IoT Internet of Things Software Behavioral Analytics 101

CIO Business Intelligence

SEPTEMBER 1, 2023

Facing the possibility of an economic recession, one of the world’s leading professional services companies felt the urgency to improve its grasp on spend management – the practice of fully understanding and managing supplier relations and company purchasing. With 738,000 employees and $3.8 billion in services contracts, it was crucial for Accenture to not only identify every dollar being spent but also assess whether the organization was fully exploiting each expenditure.

Management 98

Management Digital Transformation Consulting Reporting 98

Dataiku

SEPTEMBER 1, 2023

Lately, the concept of data experience has been gaining attention in discussions around the enterprise data stack. As the name suggests, it refers to how people interact with data in enterprise settings.

Data Lake 69

Data Lake Data Analytics Analytics Interactive 69

Ontotext

SEPTEMBER 1, 2023

Developments in generative AI (GenAI) have reached a crescendo at what feels like hyper-speed. It has captivated our minds, imagination, and conversations over the last several months with its seemingly magical superpowers. Enterprises worldwide are analyzing Generative AI capabilities and seeking ways to leverage them for a variety of use cases to improve their competitive edge and incorporate automation and efficiency.

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Risk Modeling Data Quality Data Governance 52

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Data-driven

Jet Global

SEPTEMBER 1, 2023

In this modern, turbulent market, predictive analytics has become a key feature for analytics software customers. Predictive analytics refers to the use of historical data, machine learning, and artificial intelligence to predict what will happen in the future. This ability to analyze and predict future scenarios sets certain applications apart from the pack, offering application teams significant advantage in a competitive market.

Predictive Analytics 52

Predictive Analytics Risk Analytics Software 52

Jet Global

SEPTEMBER 1, 2023

Introduction With the 2027 end-of-maintenance deadline of SAP ERP Central Component (ECC) approaching, SAP users must do something to stay compliant. Survey results from SAPinsider show that the majority of SAP-run enterprises (a.k.a. your peers and competitors) are already making their move to S/4HANA. SAP is also shifting to a cloud-exclusive model for S/4HANA, limiting the available deployment options for those who have waited until now to move and causing many firms to look for solutions tha

Finance 52

Finance Reporting Cost-Benefit Software 52

Jet Global

SEPTEMBER 1, 2023

On top of managing the staggering cost of inflation, turbulence in the global market, and The Great Resignation, organizations are grappling with skills shortages. The strain is especially palpable for finance professionals in the construction industry. How can construction companies overcome the challenges of skills shortages and thrive during uncertain times?

Finance 52

Finance Reporting Cost-Benefit Operational Reporting 52

Jet Global

SEPTEMBER 1, 2023

Market turbulence can dramatically influence the complexity of year-end disclosure processes for the finance team. Economic fluctuations, regulatory shifts, and market volatility will impact financial results and necessitate thorough explanations in disclosures to provide context for stakeholders. Uncertainties in supply chains and operational disruptions, caused by global events, can affect the assessment of risks and uncertainties.

Management 52

Management Finance Reporting Uncertainty 52

Advertiser: ZoomInfo

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

Sales