Wed.Feb 21, 2024

article thumbnail

Understanding Python Closures: Deep Dive into Functional Programming

Analytics Vidhya

Introduction Python’s elegance lies in its syntax and rich set of programming constructs, among which closures stand out as a powerful tool for encapsulation and code organization. Closures enable functions to retain access to variables from their enclosing scope, fostering modularity and enhancing code clarity. In this exploration of closures, we unravel their inner workings […] The post Understanding Python Closures: Deep Dive into Functional Programming appeared first on Analytics

Analytics 295
article thumbnail

Look Out: Computer Vision in AI is Coming Into Sight

David Menninger's Analyst Perspectives

Unstructured data has been a significant factor in data lakes and analytics for some time. Twelve years ago, nearly a third of enterprises were working with large amounts of unstructured data. As I’ve pointed out previously , unstructured data is really a misnomer. The data is structured; it's just not structured into rows and columns that fit neatly into a relational table like much of the other information enterprises process.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

You can now Prepare for any Interview using Liftoff AI Mock Interview Platform

Analytics Vidhya

Do you get nervous thinking about job interviews? Mock interviews can help you overcome that fear. Introducing Liftoff AI – an intelligent platform that boosts your confidence for interviews. Whether you’re experienced or just starting, Liftoff gives you the tools and tips to do great in your next interview and get your dream job. What […] The post You can now Prepare for any Interview using Liftoff AI Mock Interview Platform appeared first on Analytics Vidhya.

Analytics 295
article thumbnail

Higher-ed CIOs embrace academia’s AI challenges

CIO Business Intelligence

CIOs on university campuses across the country have an obligation, as technology leaders, to provide the tools and expertise that staff, administration, and professors require to help fulfill the potential of students, and the university itself. But their commitment is becoming more demanding and complex as AI, in its many applications, rises to the top of the syllabus.

article thumbnail

Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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.

article thumbnail

Google Unveils Gemma: A New Era of Open-Source AI Models

Analytics Vidhya

Google has announced the launch of Gemma, a groundbreaking addition to its array of AI models. Developed with the aim of fostering responsible AI development, Gemma stands as a testament to Google’s commitment to making AI accessible to all. Let’s delve into the intricacies of this new release and its potential impact on the tech […] The post Google Unveils Gemma: A New Era of Open-Source AI Models appeared first on Analytics Vidhya.

Modeling 295
article thumbnail

Documenting Critical Data Elements

TDAN

Many Data Governance or Data Quality programs focus on “critical data elements,” but what are they and what are some key features to document for them? A critical data element is any data element in your organization that has a high impact on your organization’s ability to execute its business strategy.

More Trending

article thumbnail

Why Jackson CIO Mike Hicks had to flip the script on his proven 100-day plan

CIO Business Intelligence

What has your 100-day plan looked like historically? It’s evolved over my 25 years as a CIO, but in general my approach has been a “listen-plan-act” model. The first 30 days are about listening more than speaking, engaging my business stakeholders and IT team, and identifying people who will be trusted advisors on our transformational journey. During that time, I also learn the dynamics of the business and evaluate our overall technology capabilities.

Scorecard 105
article thumbnail

Hugging Face Releases World’s Largest Open Synthetic Dataset

Analytics Vidhya

Hugging Face introduces Cosmopedia v0.1, marking a significant leap in the realm of synthetic datasets. Boasting over 30 million samples and a staggering 25 billion tokens, this dataset, generated by Mixtral, aims to compile global knowledge sourced from diverse web datasets. Let’s delve into the details of this groundbreaking development. Also Read: Mistral AI Introduces […] The post Hugging Face Releases World’s Largest Open Synthetic Dataset appeared first on Analytics Vidhy

Analytics 284
article thumbnail

The Art of Lean Governance: Addressing the Elephant in the Room

TDAN

Hands down one of the most frequent observations when walking the data factory at different clients is the excessive use of spreadsheets for data collection and purification. These spreadsheets are part of a critical data enrichment process for getting reports out the door on time.

article thumbnail

How to Create Instant Images using Leonardo AI ?

Analytics Vidhya

Introduction Ever wished for a specific picture but couldn’t find it online? Well, AI image generators might just be the solution. With tools like Leonardo AI, you can describe what you want, and poof! The image appears. From making logos to creating party invites, these generators cover a lot. In this article, I will take […] The post How to Create Instant Images using Leonardo AI ?

Analytics 284
article thumbnail

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

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.

article thumbnail

SAP 2024???????????5????

CIO Business Intelligence

SAPの顧客は、2024年にナビゲートしなければならないことがたくさんある。多くの新製品や新機能の発表、レガシープラットフォームの顧客に対するSAPのコミットメント管理計画に関する疑問、SAP RISEなどの人気製品におけるジェネレーティブAIの加速は、SAPの顧客が今後1年間に把握しておく必要がある主要な問題のほんの一部に過ぎない。 以下は、今年SAPの顧客が直面するであろう5つの予測である。 1.

article thumbnail

How to use AutoGen Studio Locally using LM Studio or Text-Generation-Web-UI

Analytics Vidhya

Introduction AutoGen Studio, powered by the AutoGen framework, is a revolutionary platform for developing AI agents that seamlessly collaborate to accomplish tasks. In this blog post, we will explore the capabilities of AutoGen Studio and integrate it with free alternatives of OpenAI like Text Generation Web UI and LM Studio. By the end of this […] The post How to use AutoGen Studio Locally using LM Studio or Text-Generation-Web-UI appeared first on Analytics Vidhya.

Analytics 277
article thumbnail

4 rischi che possono nascondersi in una strategia cloud aziendale

CIO Business Intelligence

Mentre cercano di trovare l’equilibrio ideale tra il cloud e l’on-premise per i loro carichi di lavoro IT, non è raro che i CIO possano trovarsi ad affrontare sorprese che non avevano previsto, cioè quelle in cui le promesse della “nuvola” e dei suoi vendor non si sono rivelate all’altezza delle realtà dell’IT aziendale. Anche se quella sui rischi del cloud non dovrebbe essere diversa da qualsiasi altra analisi, molte imprese trattano la questione con più delicatezza, adottando un approccio meno

article thumbnail

Wipro and Intel Forge Alliance to Fuel AI Chip Innovation

Analytics Vidhya

Wipro Limited, a leading IT company, has unveiled an expanded collaboration with Intel Foundry, aimed at accelerating innovation in AI chip design. This alliance signifies a strategic move to cater to the burgeoning demand for advanced artificial intelligence technologies. Let’s explore the industry implications of this partnership. Also Read: SoftBank Plans $100 Billion AI Chip […] The post Wipro and Intel Forge Alliance to Fuel AI Chip Innovation appeared first on Analytics Vidhya.

article thumbnail

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

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.

article thumbnail

Free Amazon Courses to Learn Generative AI: For All Levels

KDnuggets

Upskill with these free courses to master generative AI, regardless of your job title.

109
109
article thumbnail

30+ MCQs on Python OOPs Concepts

Analytics Vidhya

Welcome to the Python OOPs Concepts MCQs! Object-Oriented Programming (OOP) is a powerful paradigm in Python that allows you to create classes and objects, encapsulate data and methods, and implement inheritance, polymorphism, and abstraction. These questions will test your understanding of various OOP concepts in Python, including classes, objects, inheritance, encapsulation, and polymorphism.

Testing 143
article thumbnail

The Right Way to Access Dictionaries in Python

KDnuggets

Effectively accessing dictionaries data with Python’s get() and setdefault().

109
109
article thumbnail

Vector Database vs. Knowledge Graph: Making the Right Choice When Implementing RAG

CIO Business Intelligence

Generative AI (GenAI) continues to amaze users with its ability to synthesize vast amounts of information to produce near-instant outputs. While it’s those outputs that get all of the attention, the real magic is happening behind the scenes where complex data organization and retrieval techniques are allowing these connections between disparate data points to be made.

article thumbnail

The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

article thumbnail

Case Study – Smarten Augmented Analytics Provides Comprehensive Solution for India’s Largest Jewelry Brand!

Smarten

The Client is India’s largest omni-channel jewelry brand, and is recognized and renowned by India consumers. The Client has 165 retail stores in 66+ cities across India, as well as a thriving jewelry eCommerce presence online. Its product line includes rings, earrings, pendants, necklaces, chains, bangles, bracelets, mangalsutra, and nose pins, as well as 22k (916) and 24k (995) gold coins with certification and BIS Hallmark stamp guarantee.

article thumbnail

Standing on the Shoulders of a Giant

Dataiku

The Retrieval-Augmented Generation (RAG) approach enables Large Language Models (LLMs) to generate answers grounded in a knowledge base. Such a knowledge base is usually a relatively small and stable collection of corporate documents (e.g., technical documents, reports, procedures, contracts, etc.) but the RAG approach can be implemented at a much wider scale.

article thumbnail

Philips Norelco 9800

Data Science 101

The Philips Norelco 9800 shaver. Wet/dry and it has 150,000 cutting actions per minute. Philips Norelco 9800 High-end shaver from Philips Norelco. It has lights to help you identify the correct amount of pressure while shaving; and it has an app. Plus, it has 150,000 cutting actions per minute! Buy at Amazon As an Amazon Associate I earn from qualifying purchases.

IT 59
article thumbnail

Eyes on Data: Transforming Data Challenges into Real Progress

TDAN

In a world increasingly dominated by data, organizations are grappling with the need to effectively manage and harness this valuable asset. And with increased regulations and compliance, opportunities for innovation and AI, digital transformation initiatives, and data-driven decision-making, the demands for accurate, accessible, protected data are increasing exponentially.

article thumbnail

Reimagined: Building Products with Generative AI

“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.

article thumbnail

Does Embedded BI Offer a Business Application Advantage?

Smarten

Can Embedded BI Make My Software Business More Competitive? If your business creates software products and applications, you know how competitive the market can be, and you are always looking for ways to gain a competitive advantage. In this article, we discuss the competitive advantages of adding analytics to your product offerings. ‘If you embed analytics within your product or application, you can provide partners, suppliers, vendors and customers with a tool that supports fact-based decision

Metrics 57
article thumbnail

Automating Privacy and Compliance

TDAN

In the digital age, the deluge of data is relentless. This burgeoning data realm, bolstered by the dawn of generative AI, demands meticulous choreography to remain coherent and valuable. As the complexity of ecosystems multiplies, so does the imperative to tether this wealth of information to the bedrock of privacy and protection.

article thumbnail

Simplify data streaming ingestion for analytics using Amazon MSK and Amazon Redshift

AWS Big Data

Towards the end of 2022, AWS announced the general availability of real-time streaming ingestion to Amazon Redshift for Amazon Kinesis Data Streams and Amazon Managed Streaming for Apache Kafka (Amazon MSK) , eliminating the need to stage streaming data in Amazon Simple Storage Service (Amazon S3) before ingesting it into Amazon Redshift. Streaming ingestion from Amazon MSK into Amazon Redshift, represents a cutting-edge approach to real-time data processing and analysis.

Analytics 109
article thumbnail

Explainable AI: 5 Open-Source Tools You Should Know

TDAN

Explainable AI refers to ways of ensuring that the results and outputs of artificial intelligence (AI) can be understood by humans. It contrasts with the concept of the “black box” AI, which produces answers with no explanation or understanding of how it arrived at them.

article thumbnail

Driving Business Impact for PMs

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.

article thumbnail

Combine AWS Glue and Amazon MWAA to build advanced VPC selection and failover strategies

AWS Big Data

AWS Glue is a serverless data integration service that makes it straightforward to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning (ML), and application development. AWS Glue customers often have to meet strict security requirements, which sometimes involve locking down the network connectivity allowed to the job, or running inside a specific VPC to access another service.

article thumbnail

AI Could Save Your Data Governance Program, but It’s Unlikely

TDAN

In the 1980s, there was a flurry of movies about robots coming to imprison or terrorize humanity. Forty years later, almost every business and technology publication seems to have reimagined the army of robots and artificial intelligence as trading their quest for world domination for the exciting world of business processing.

article thumbnail

GraphDB Cluster Deployment Strategies

Ontotext

Ontotext GraphDB stands out as a high-performing and scalable graph database, boasting robust RDF and SPARQL capabilities. However, once the decision is made to integrate GraphDB into your system, the crucial question arises: What is the proper deployment strategy? The answer to this question hinges on many variables, and while there is no one-size-fits-all solution, there are general guidelines that can be followed based on your specific requirements.

article thumbnail

Old Samsung Devices to get Galaxy AI Upgrade

Analytics Vidhya

Samsung is set to democratize mobile AI with its latest announcement, as the company prepares to roll out the Galaxy AI suite to older models through the One UI 6.1 update. This move not only extends the innovative features initially introduced with the Galaxy S24 series but also signifies Samsung’s commitment to making advanced AI […] The post Old Samsung Devices to get Galaxy AI Upgrade appeared first on Analytics Vidhya.

Modeling 284
article thumbnail

Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.