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 336

Modeling Analytics 336

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 315

Machine Learning Modeling Analytics 315

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 108

Analytics IT 108

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 337

Analytics 337

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

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. “It’s [Web Development] constantly changing, which can be exhausting at times but also fun to keep up with the latest innovations.” — Vijay Pemmaraju (@hi.im.vijay) on Threads We can start out by talking about web development.

Experimentation 116

Experimentation Testing Technology IT 116

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 114

IoT Internet of Things Software Behavioral Analytics 114

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.

122

122

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 102

Knowledge Discovery Deep Learning 102

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 Reporting Forecasting Data Quality 105

Advertisement

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 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 98

Data Science IT 98

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

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

Data Science 119

Data Science IT 119

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

Advertisement

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

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 97

IT 97

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.

Risk 52

Risk Modeling Data Quality Data Governance 52

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

Advertisement

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

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

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

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

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Management