Analytics Vidhya

SEPTEMBER 11, 2023

RLHF for high performance focuses on understanding human behavior, cognition, context, knowledge, and interaction by leveraging computational models and data-driven approaches […] The post RLHF For High-Performance Decision-Making: Strategies and Optimization appeared first on Analytics Vidhya.

Optimization 353

Optimization Strategy Data-driven Interactive 353

Analytics Vidhya

AUGUST 28, 2024

Given this diversity, relying on a single LLM for all tasks often leads to suboptimal results. […] The post LLM Routing: Strategies, Techniques, and Python Implementation appeared first on Analytics Vidhya.

Strategy 298

Strategy Modeling Analytics IT 298

Analytics Vidhya

MARCH 22, 2024

This […] The post 5 Low-Cost AI Strategies for Your Businesses appeared first on Analytics Vidhya. It’s expected to reach $15.7 trillion by 2030! This widespread adoption is a sign that AI can revolutionize not just entire industries, but also individual workflows.

Strategy 318

Strategy Marketing Analytics IT 318

Analytics Vidhya

SEPTEMBER 20, 2022

The post An Enterprise Data Strategy for Building the Trustworthy AI Practice appeared first on Analytics Vidhya. Since the last decade, as data science and AI have started appearing in the mainstream production environment, the collection and maintenance of massive […].

Data Strategy 328

Data Strategy Strategy Enterprise Data-driven 328

Analytics Vidhya

FEBRUARY 23, 2024

This phenomenon […] The post Top 7 Strategies to Mitigate Hallucinations in LLMs appeared first on Analytics Vidhya. With their remarkable advancements, LLMs can now generate content on diverse topics, address complex inquiries, and substantially enhance user satisfaction.

Strategy 318

Strategy Machine Learning Modeling Analytics 318

Analytics Vidhya

SEPTEMBER 5, 2024

Introducing Multimodal RAG, text and image, documents and more, to give a […] The post Understanding Multimodal RAG: Benefits and Implementation Strategies appeared first on Analytics Vidhya. However, what if one could go a little further more than the other in that sense?

Strategy 271

Strategy Analytics Machine Learning Modeling 271

Analytics Vidhya

JANUARY 29, 2024

This helps for our learning model […] The post Amplifying Deep Learning: A Dive into Data Augmentation Strategies appeared first on Analytics Vidhya. But our datasets are becoming more complicated. That’s where data augmentation steps in.

Deep Learning 319

Deep Learning Strategy Modeling Analytics 319

Analytics Vidhya

DECEMBER 13, 2023

This algorithm effectively […] The post Decoding vLLM: Strategies for Supercharging Your Language Model Inferences appeared first on Analytics Vidhya. However, deploying these models in production can be challenging due to their high memory consumption and computational cost.

Strategy 318

Strategy Modeling Interactive Analytics 318

Analytics Vidhya

JUNE 1, 2023

Netflix’s Global Reach Netflix […] The post Netflix Case Study (EDA): Unveiling Data-Driven Strategies for Streaming appeared first on Analytics Vidhya. With its vast library of movies and TV shows, it offers an abundance of choices for viewers around the world.

Data-driven 306

Data-driven Strategy Recreation/Entertainment Analytics 306

Analytics Vidhya

NOVEMBER 18, 2023

Unveil the secrets of Vin’s journey, marked by a strategic shift from technical roles […] The post Mastering the Art of Data Science Strategy: A Conversation with AI Visionary Vin Vashishta appeared first on Analytics Vidhya.

Data Science 336

Data Science Strategy Analytics Data Strategy 336

CIO Business Intelligence

NOVEMBER 4, 2024

My involvement in fine-tuning and tweaking our AI models frequently helps yield more precise predictions and thus improves our overall business strategies,” Bacher said. Lazarev agrees: “It’s one thing to have the technology, but it’s another to weave it into the fabric of your business strategy.

Strategy 128

Strategy Data-driven Predictive Analytics Dashboards 128

CIO Business Intelligence

JANUARY 1, 2025

Structuring the digital strategy In recent years, Soltour has launched its own digital transformation plan to consolidate its position as a tech adoption leader among tour operations. We train and equip our teams with the necessary tools to integrate technology into their daily work, fostering constant and natural innovation.

Strategy 115

Strategy Digital Transformation Optimization Technology 115

CIO Business Intelligence

JANUARY 14, 2025

Current strategies to address the IT skills gap Rather than relying solely on hiring external experts, many IT organizations are investing in their existing workforce and exploring innovative tools to empower their non-technical staff. Using this strategy, LOB staff can quickly create solutions tailored to the companys specific needs.

Strategy 124

Strategy IT Marketing Technology 124

CIO Business Intelligence

DECEMBER 11, 2024

Primary among these is the need to ensure the data that will power their AI strategies is fit for purpose. Strong data strategies de-risk AI adoption, removing barriers to performance. Despite the ambitions many leaders harbour, they face a series of challenges that must be overcome to realise the true value of AI investments.

Risk 111

Risk Data Strategy Strategy Data Governance 111

Analytics Vidhya

JUNE 5, 2023

With their expertise in statistics, machine learning, AI, and programming, they are able to […] The post Data Scientist’s Insights: Strategies for Innovation and Leadership appeared first on Analytics Vidhya.

Strategy 284

Strategy Statistics Machine Learning Data-driven 284

Analytics Vidhya

SEPTEMBER 20, 2024

Picture this: a young data enthusiast, captivated by the thrill of competition, dives into a Kaggle challenge with little more than a curious mind […] The post Mastering Kaggle Competitions: Strategies, Techniques, and Insights for Success appeared first on Analytics Vidhya.

Strategy 265

Strategy Data Science Testing Analytics 265

Rocket-Powered Data Science

FEBRUARY 15, 2023

Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. I suggest that the simplest business strategy starts with answering three basic questions: What? That is: (1) What is it you want to do and where does it fit within the context of your organization?

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

DECEMBER 3, 2024

The focus shouldn’t be on identifying today’s consensus on AI implementation strategies, but rather on making strategic organizational investments in understanding where AI can deliver maximum value for your business while maintaining security and good guardrails and remaining innovative,” he says.

Strategy 132

Strategy Digital Transformation Machine Learning Consulting 132

Analytics Vidhya

OCTOBER 18, 2024

According to a survey by seoClarity, 86% of companies have already integrated AI into their SEO strategy, and 83% of them have […] The post 12 Ways to Use Generative AI for SEO appeared first on Analytics Vidhya. GenAI-driven tools are helping businesses improve search rankings and drive organic traffic more efficiently than ever.

Optimization 208

Optimization Strategy Marketing Analytics 208

Analytics Vidhya

NOVEMBER 6, 2024

Such tools could in theory use vast data and find patterns or even strategies […] The post Build an AI-Powered Valorant E-sports Manager with AWS Bedrock appeared first on Analytics Vidhya. Given the extreme competitiveness of E-sports, gamers would love an AI assistant or manager to build the most elite team with maximum edge.

Recreation/Entertainment 270

Recreation/Entertainment Management Strategy Analytics 270

Analytics Vidhya

NOVEMBER 14, 2022

i.e., Uninformed Search and Informed Search Strategies. These search strategies compute the path to the goal state from the initial state. A* Search Strategy is one of the best strategies […]. Introduction Until now, we have seen two different approaches to state space search.

Optimization 385

Optimization Data Science Strategy Publishing 385

Analytics Vidhya

OCTOBER 17, 2023

Introduction Algorithmic trading is a widely adopted trading strategy that has revolutionized the way people trade stocks. More and more people are making money on the side by investing in stocks and automating their trading strategies.

Strategy 343

Strategy Analytics Finance Machine Learning 343

CIO Business Intelligence

JANUARY 21, 2025

As gen AI heads to Gartners trough of disillusionment , CIOs should consider how to realign their 2025 strategies and roadmaps. AI innovation can not and should not exist without parallel investment in governance to ensure its responsible and effective integration, says Henry Umney, MD of GRC strategy at Mitratech.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

Analytics Vidhya

MAY 6, 2024

Introduction This article explores Adaptive Question-Answering (QA) frameworks, specifically the Adaptive RAG strategy. It discusses how this framework dynamically selects the most suitable method for large language models (LLMs) based on query complexity.

Strategy 318

Strategy Modeling Analytics IT 318

CIO Business Intelligence

NOVEMBER 4, 2024

research firm Vanson Bourne to survey 650 global IT, DevOps, and Platform Engineering decision-makers on their enterprise AI strategy. AI a primary driver in IT modernization and data mobility AI’s demand for data requires businesses to have a secure and accessible data strategy. Nutanix commissioned U.K.

Marketing 128

Marketing Data Quality Data Governance Digital Transformation 128

Analytics Vidhya

DECEMBER 20, 2023

This comprehensive strategy mainly aims to measure and forecast potential risks associated with AI development. OpenAI, the renowned artificial intelligence research organization, has recently announced the adoption of its new preparedness framework.

Forecasting 337

Forecasting Measurement Strategy Risk 337

Analytics Vidhya

FEBRUARY 23, 2022

Price estimation and prediction is an important part of consumer strategy. This article was published as a part of the Data Science Blogathon. Introduction Mobile phones come in all sorts of prices, features, specifications and all. Deciding on the correct price of a product is very important for the market success of a product.

Data Science 400

Data Science Publishing Strategy Marketing 400

Analytics Vidhya

DECEMBER 5, 2023

With the launch of National AI Strategy (NAIS) 2.0, Singapore has set its sights on the field of Artificial Intelligence. the city-state plans to triple its AI workforce to 15,000 within the next 3-5 years. This ambitious initiative is poised to reshape not only Singapore’s technological landscape but also its societal fabric.

IT 327

IT Strategy Technology Analytics 327

Corinium

SEPTEMBER 6, 2021

Acquiring this complimentary portfolio of events contributes to Corinium’s rapid growth strategy, adding to its portfolio of tech-focused in-person, digital and hybrid events for data, analytics and digital innovation-focused executives.

B2B 435

B2B Deep Learning Digital Transformation Data Processing 435

Analytics Vidhya

JULY 9, 2024

Netflix employs sophisticated data strategies to ensure it’s tough to hit the stop button once you start watching, or you can say Netflix uses Data Science. Introduction Just binge-watched that K-drama over the weekend, and now your Netflix recommendations turn into an eerily perfect lineup of similar shows? That’s no coincidence.

Data Science 336

Data Science Data Strategy Strategy Analytics 336