Analytics Vidhya

APRIL 17, 2024

Introduction Imagine a world where Artificial Intelligence seamlessly comprehends not just text but also images, videos, and audio. Reka has launched Reka Core, a new frontier-class multimodal language model that supports input of text, image, video, and audio. This model is one of only two commercially available with such capabilities, offering advanced performance in automated […] The post Reka Core: Text, Images, Videos… All in One!

Modeling 294

Modeling Analytics 294

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 116

Enterprise Testing Digital Transformation Software 116

Analytics Vidhya

APRIL 16, 2024

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #7 appeared first on Analytics Vidhya.

Analytics 300

Analytics IT 300

David Menninger's Analyst Perspectives

APRIL 11, 2024

I recently attended the Salesforce Trailblazer DX event to learn more about Salesforce’s artificial intelligence products and strategy. Fueled by generative AI, awareness and investment in AI seems to be exploding. ISG research shows that enterprises plan to nearly triple the portion of budgets allocated to AI over the next two years. This doesn’t come as a big surprise when you look at the outcomes enterprises are achieving: Of those that have invested in AI, more than 8 in 10 (84%) have had po

Enterprise 144

Enterprise Strategy Deep Learning Machine Learning 144

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

DataKitchen

APRIL 11, 2024

The hosted by Christopher Bergh with Gil Benghiat from DataKitchen covered a comprehensive range of topics centered around improving the performance and efficiency of data teams through Agile and DataOps methodologies. Gil Benghiat, co-founder of Data Kitchen, began by explaining the overarching goal of achieving data team excellence, which involves delivering business value quickly and with high quality.

Statistics 130

Statistics Manufacturing Data Processing Data Quality 130

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 157

Data Science Statistics 157

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 329

Deep Learning Modeling Analytics Machine Learning 329

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 88

Metrics Measurement Risk Data Processing 88

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

KDnuggets

APRIL 12, 2024

The only data engineering roadmap you need for an introduction to concepts, tools, and techniques to collect, store, transform, analyze, and model data.

Modeling 128

Modeling 128

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

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 329

Modeling Analytics IT 329

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

AWS Big Data

APRIL 12, 2024

Today’s fast-paced world demands timely insights and decisions, which is driving the importance of streaming data. Streaming data refers to data that is continuously generated from a variety of sources. The sources of this data, such as clickstream events, change data capture (CDC), application and service logs, and Internet of Things (IoT) data streams are proliferating.

Data Architecture 90

Data Architecture IoT Recreation/Entertainment Internet of Things 90

KDnuggets

APRIL 11, 2024

Adding these 7 key elements to your resume will improve your odds of getting an interview call. Remember, after graduating from the university, your full-time job is to find a job, so put some effort into preparing your resume.

Data Science 105

Data Science 105

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

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 122

Strategy Reporting Management Marketing 122

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 78

Unstructured Data Data-driven Enterprise Technology 78

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 69

Data Warehouse Analytics Cost-Benefit Data Processing 69

Smart Data Collective

APRIL 16, 2024

Unleash the power of new AI startups transforming legal solutions, surpassing ChatGPT's performance. Elevate your legal processes today!

86

86

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IT

CIO Business Intelligence

APRIL 11, 2024

In 2023, the United Arab Emirates actively repelled more than 50.000 cyberattacks daily, explained the UAE Cybersecurity Council. In the first three quarters of the same year, the country successfully prevented over 71 million attempted attacks in total. According to a report from Frost & Sullivan, the GCC cybersecurity industry continues to grow, with F&S estimating it to triple in value by 2030 to reach 13.4 billion USD, countries like the UAE and Saudi Arabia continue to reduce their

Internet of Things 128

Internet of Things IoT Data Processing Measurement 128

Analytics Vidhya

APRIL 17, 2024

PyTorch has unveiled torchtune, a new PyTorch-native library aimed at streamlining the process of fine-tuning large language models (LLMs). It offers a range of features and tools to empower developers in customizing and optimizing LLMs for various use cases. Let’s explore the features and applications of this easy-to-use and flexible new library. Also Read: Pytorch […] The post PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning appeared first on Analytics Vidhya.

Optimization 294

Optimization Modeling Analytics IT 294

KDnuggets

APRIL 15, 2024

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

Interactive 111

Interactive Data Science 111

IBM Big Data Hub

APRIL 11, 2024

To foster innovation in fully homomorphic encryption (FHE), IBM® researchers have begun publishing challenges on the FHERMA platform for FHE challenges launched in late 2023 by the Fair Math and the OpenFHE community. FHE: A new frontier in technology Fully homomorphic encryption is a groundbreaking technology with immense potential. One of its notable applications lies in enhancing medical AI models.

Publishing 86

Publishing Machine Learning Technology Modeling 86

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

Customer Analytics

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

CIO Business Intelligence

APRIL 12, 2024

IT has always been known as a lucrative industry for job seekers, but in the past year, with increased layoffs, some of that confidence has wavered. According to a report from Indeed , a large part of this shift has come as organizations focus more on adopting AI in the workplace. As a result, AI skills are now among the most sought-after skills, even as companies retrench via layoffs.

Deep Learning 124

Deep Learning IT Machine Learning IoT 124

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 322

Modeling Analytics IT 322

KDnuggets

APRIL 17, 2024

Let's learn Python by building a command-line TO-DO list app, one step at a time.

98

98

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Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

Analytics

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 69

Data Processing Management IT 69

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 17, 2024

Organizations with subscription-based business models have not only survived the recent global economic challenges but have also outperformed their traditional, product-based counterparts, according to The Subscription Economy Index (SEI) report for 2023 by Zuora. The latest SEI findings reveal that subscription-based companies have grown remarkably, outstripping traditional business models significantly.

Broadcasting 98

Broadcasting Cost-Benefit Strategy Modeling 98

Analytics Vidhya

APRIL 17, 2024

Snowflake, a prominent player in AI technology, has unveiled its latest offering – the Snowflake Arctic embed family of models. This open-source initiative aims to revolutionize text embedding tasks and provide organizations with cutting-edge retrieval capabilities. Let’s delve deeper into this exciting new development in Retrieval Augmented Generation (RAG).

Modeling 297

Modeling Technology Enterprise Analytics 297

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“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

Strategy