Analytics Vidhya

APRIL 15, 2024

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships. Addressing overfitting in convnet is crucial for building reliable neural network models. […] The post Understanding Overfitting in ConvNets appeared first on Analytics Vidhya.

Deep Learning 322

Deep Learning Modeling Analytics Machine Learning 322

KDnuggets

APRIL 15, 2024

Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.

Data Science 156

Data Science Statistics 156

CIO Business Intelligence

APRIL 17, 2024

The retail industry has no shortage of cases on display where generative AI has shown tangible benefits. Take for example French multinational Carrefour, who used it to make digital avatars and videos. They had ChatGPT write the script, and other gen AI tools to create a digital person who reads the script, a scalable process with at least one measurable benefit: speed.

Enterprise 86

Enterprise Testing Digital Transformation Software 86

AWS Big Data

APRIL 16, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed service for Apache Airflow that streamlines the setup and operation of the infrastructure to orchestrate data pipelines in the cloud. Customers use Amazon MWAA to manage the scalability, availability, and security of their Apache Airflow environments. As they design more intensive, complex, and ever-growing data processing pipelines, customers have asked us for additional underlying resources to provide greater concurrency an

Metadata 80

Metadata Metrics Testing Management 80

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? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Experimentation

Analytics Vidhya

APRIL 15, 2024

Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. We solve the factuality of LLMs by RAG, where we try to give the LLM a context that is contextually similar to […] The post ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings appeared first on Analytics Vidhya.

Modeling 313

Modeling Analytics IT 313

IBM Big Data Hub

APRIL 15, 2024

The manufacturing industry is in an unenviable position. Facing a constant onslaught of cost pressures, supply chain volatility and disruptive technologies like 3D printing and IoT. The industry must continually optimize process, improve efficiency, and improve overall equipment effectiveness. At the same time, there is this huge sustainability and energy transition wave.

Manufacturing 84

Manufacturing Contextual Data Knowledge Discovery Modeling 84

KDnuggets

APRIL 15, 2024

A Python library for creating interactive maps with Google Earth Engine and ipyleaflet.

Interactive 109

Interactive Data Science 109

Analytics Vidhya

APRIL 17, 2024

Wayve, a trailblazer in AI for assisted and automated driving, has introduced a new model, LINGO-2. This revolutionary driving model combines vision, language, and action, bringing a lot more control and customization into autonomous driving. LINGO-2 connects linguistic explanations with real-time decision-making, enhancing trust and confidence in AI-driven vehicles.

Modeling 246

Modeling Analytics Technology 246

IBM Big Data Hub

APRIL 15, 2024

The latest findings of the IBM X-Force® Threat Intelligence Index report highlight a shift in the tactics of attackers. Rather than using traditional hacking methods, there has been a significant 71% surge in attacks where criminals are exploiting valid credentials to infiltrate systems. Info stealers have seen a staggering 266% increase in their utilization, emphasizing their role in acquiring these credentials.

Metrics 80

Metrics Measurement Risk Data Processing 80

CIO Business Intelligence

APRIL 17, 2024

Salesforce’s reported bid to acquire enterprise data management vendor Informatica could mean consolidation for the integration platform-as-a-service (iPaaS) market and a new revenue stream for Salesforce, according to analysts. “With this deal, Salesforce would be the dominant data integration company, making it the starting point for enterprises trying to bring disparate data sources together,” said Hyoun Park, chief analyst at Amalgam Insights.

Cost-Benefit 75

Cost-Benefit B2B Marketing Enterprise 75

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

Management

KDnuggets

APRIL 16, 2024

Bring the latest AI implementation to Pandas to improve your data workflow.

Data Science 106

Data Science 106

Analytics Vidhya

APRIL 14, 2024

French startup, Mistral AI, has launched its latest large language model (LLM), Mixtral 8x22B, into the artificial intelligence (AI) landscape. Similar to its previous models, this too aligns with Mistral’s commitment to open-source development. This impressive new model positions the company as a formidable competitor to industry giants like OpenAI, Meta, and Google.

Modeling 315

Modeling Analytics IT 315

IBM Big Data Hub

APRIL 16, 2024

As technology expands, at TechD , we know that the quality of generative AI (gen AI) depends on accurate data sourcing. A reliable and trustworthy data source is essential for sharing information across departments. Through the implementation of generative AI we are able to expand our knowledge to many individuals easily, quickly and efficiently becoming a resource.

Unstructured Data 72

Unstructured Data Data-driven Enterprise Technology 72

CIO Business Intelligence

APRIL 16, 2024

It’s Wednesday night. You’re fast asleep aboard the USS Enterprise Star Trek. Suddenly, you wake to an urgent announcement and rush to the bridge of the starship. Captain James T. Kirk is activating warp drive and you see the iconic blurred streaks of light as the spaceship reaches warp speed. Within seconds, you are traveling faster than the speed of light to reach a Klingon war in the Alpha Quadrant–arriving in minutes versus years.

Manufacturing 74

Manufacturing Digital Transformation Risk Dashboards 74

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

Testing

Smart Data Collective

APRIL 15, 2024

Explore how data structures and algorithms power software development. Learn key concepts and best practices for efficient coding.

Software 85

Software Big Data 85

Analytics Vidhya

APRIL 15, 2024

Introduction Google AI’s powerhouse language model, Gemini 1.5 Pro, has taken a significant step forward with its public preview release. Now accessible in over 180 countries via the Gemini API, this update boasts new features designed to empower developers and redefine human-computer interaction. This article digs deep into Gemini 1.5 Pro’s exciting new capabilities, accompanied […] The post Gemini 1.5 Pro Goes Global with Powerful New Features appeared first on Analytics Vidh

Interactive 310

Interactive Modeling Analytics IT 310

Jen Stirrup

APRIL 16, 2024

The Green Hydrogen Summit, hosted in Abu Dhabi by Masdar, kicked off this year with a significant focus on Artificial Intelligence and data to advance the green hydrogen economy for a sustainable energy transition. There is a significant focus on Artificial Intelligence and data and its potential. It is important to highlight that AI has real possibilities and presents opportunities for supporting the transition to Net Zero and, most importantly, looking after the planet.

Data Processing 57

Data Processing Data-driven Optimization Forecasting 57

CIO Business Intelligence

APRIL 16, 2024

Jason Snyder faces the same challenge nearly all CIOs encounter when looking to fill open positions: a tight labor market, where fierce competition for workers has meant months-long vacancies. Snyder, secretary of the Executive Office of Technology Services and Security and Commonwealth CIO for Massachusetts, responded by overhauling the agency’s recruitment and retention practices.

Strategy 71

Strategy Reporting Management Marketing 71

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IT

AWS Big Data

APRIL 17, 2024

Analytics as a service (AaaS) is a business model that uses the cloud to deliver analytic capabilities on a subscription basis. This model provides organizations with a cost-effective, scalable, and flexible solution for building analytics. The AaaS model accelerates data-driven decision-making through advanced analytics, enabling organizations to swiftly adapt to changing market trends and make informed strategic choices.

Data Warehouse 55

Data Warehouse Analytics Cost-Benefit Modeling 55

Analytics Vidhya

APRIL 16, 2024

A new era for enterprise search has arrived with the announcement of Cohere Compass private beta launch, a foundation embedding model designed to tackle the complexities of multi-aspect data search. Imagine your enterprise data – emails, invoices, resumes, support tickets, logs, and tables – as a vast, untapped treasure trove. It holds valuable information, but […] The post Cohere Compass Private Beta Launched: What to Expect?

Enterprise 287

Enterprise Modeling Analytics IT 287

IBM Big Data Hub

APRIL 16, 2024

Domain name system (DNS) resolution is an iterative process where a recursive resolver attempts to look up a domain name using a hierarchical resolution chain. First, the recursive resolver queries the root (.), which provides the nameservers for the top-level domain(TLD), e.g.com. Next, it queries the TLD nameservers, which provide the domain’s authoritative nameservers.

Data Processing 62

Data Processing Management IT 62

CIO Business Intelligence

APRIL 16, 2024

The next generation of leaders in family businesses is poised to embrace the transformative power of generative AI (GenAI) despite marked resistance from the incumbent leaders, according to a PwC report. The global report, based on a survey of over 900 NextGen individuals aged between 18 and early 40s, was aimed at understanding family businesses’ “Success and Succession in an AI World.

Reporting 69

Reporting Digital Transformation Uncertainty Measurement 69

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

Data-driven

Dataiku

APRIL 17, 2024

The convergence of AI and life sciences is becoming an integral component of the North Star vision for more efficient, cost-effective, and personalized treatments. Clinical trials, often likened to a slow-moving pipeline, are responsible for the largest burden of both cost and time in the journey to bring a new drug to market. So, what’s the path forward for biopharmaceutical companies keen to accelerate and streamline this process?

Marketing 52

Marketing 52

Analytics Vidhya

APRIL 15, 2024

Introduction In an era where artificial intelligence (AI) shapes how we live, work, and play, the engines driving these sophisticated systems are becoming ever more crucial. These engines, known as AI accelerators, have rapidly evolved, transitioning from niche components to central figures in the computing landscape. They now power everything from chatbots and virtual assistants […] The post Intel’s Gaudi 3: Setting New Standards with 40% Faster AI Acceleration than Nvidia H100 appe

Analytics 288

Analytics 288

TDAN

APRIL 17, 2024

I call it a “data crime” when someone is abusing or misusing data. When we understand these stories and their implications, it can help us learn from mistakes and prevent future data crimes. The stories can also be helpful if you have to explain the importance of data management to someone.

Management 52

Management Data Quality IT Business Intelligence 52

CIO Business Intelligence

APRIL 17, 2024

Innovation is essential, especially in the contact center as the tip of the spear in customer experience, but how do you activate your modernization plan? I had the opportunity to speak with Mary Daniel, VP of Customer Solutions Center for Aflac, a long-time Avaya customer, at the Gartner Symposium last fall. Mary is a veteran when it comes to customer experience and was most recently named by Constellation Research to the AX100 list , an elite group of executives who are breaking barriers and

Metrics 52

Metrics Digital Transformation Interactive Technology 52

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

Risk

Smarten

APRIL 16, 2024

Get the Most Out of Your Tally Solution with Integrated Mobile Augmented Analytics! If you are a Tally ERP or a Tally Prime user, you know the value of the comprehensive financial management solution for managing accounting, inventory, purchasing, sales, finances, taxes, etc. But, what if you could take your Tally solution to the next level with integrated analytics that will allow your business professionals to add value to clients and colleagues by analyzing data across the Tally modules to di

Key Performance Indicator 52

Key Performance Indicator Analytics Business Intelligence Dashboards 52

Analytics Vidhya

APRIL 16, 2024

Introduction Remember how frustrating it was to ask your AI assistant about a recent event and get a blank response? Well, those days are over with the arrival of OpenAI’s GPT-4 Turbo. This next-generation AI model boasts a significant upgrade in its knowledge base, leaving behind the limitations of previous models that stopped learning around […] The post OpenAI’s GPT-4 Turbo is Here with Information up to December 2023 appeared first on Analytics Vidhya.

Modeling 273

Modeling Analytics IT Deep Learning 273

TDAN

APRIL 17, 2024

In my work with the EDM Council’s Data Management Capability Assessment Model (DCAM) 3.0 development group, we are adding a capability that has remained under the radar in our industry: the responsibility of the Data Management Program to determine concept and knowledge gaps within its staff resources.

Management 52

Management Modeling IT Data Governance 52

CIO Business Intelligence

APRIL 17, 2024

Here at CIO.com we are committed to bringing you high-quality human-created insights, and we are excited to use new technologies to do so. Major news outlets are now regularly publicizing their stances on the use of Generative AI, or Gen AI, by journalists. Some, like Associated Press and The Guardian, have outright banned the use of generative AI in the creation of stories and images.

Cost-Benefit 52

Cost-Benefit Interactive Publishing Technology 52

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Strategy