Analytics Vidhya

FEBRUARY 28, 2024

Introduction Artificial Intelligence (AI) and Data Science have revolutionized various industries, enabling businesses to make data-driven decisions and automate processes. As we look ahead to 2024, it’s crucial to stay updated on the latest trends in AI and Data Science. In this article, we will explore the top 10 AI and Data Science trends that […] The post Top 10 AI & Data Science Trends in 2024 appeared first on Analytics Vidhya.

Data Science 293

Data Science Data-driven Analytics IT 293

CIO Business Intelligence

FEBRUARY 27, 2024

After years of marching to the cloud migration drumbeat, CIOs are increasingly becoming circumspect about the cloud-first mantra, catching on to the need to turn some workloads away from the public cloud to platforms where they will run more productively, more efficiently, and cheaper. “‘Cloud exit’ became a big theme in 2023 and there’s good odds it’ll turn into a real trend for 2024.

Strategy 144

Strategy Cost-Benefit Data Processing Data-driven 144

KDnuggets

FEBRUARY 26, 2024

Developers can modify a function's behavior using decorators, without changing its source code. This provides a concise and flexible way to enhance and extend the functionality of functions.

IT 114

IT 114

DataKitchen

FEBRUARY 27, 2024

Your LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers The rise of Large Language Models (LLMs) such as GPT-4 marks a transformative era in artificial intelligence, heralding new possibilities and challenges in equal measure. LLMs have the potential to revolutionize how we interact with data, automate processes, and extract insights.

Data Quality 120

Data Quality Unstructured Data Testing Modeling 120

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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

IBM Big Data Hub

FEBRUARY 28, 2024

At the end of 2023, a survey conducted by the IBM® Institute for Business Value (IBV) found that respondents believe government leaders often overestimate the public’s trust in them. They also found that, while the public is still wary about new technologies like artificial intelligence (AI), most people are in favor of government adoption of generative AI.

Risk 108

Risk Technology Consulting Modeling 108

AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Working with large language models (LLMs) for enterprise use cases requires the implementation of quality and privacy considerations to drive responsible AI. However, enterprise data generated from siloed sources combined with the lack of a data integration strategy creates challenges for provisioning the data for gener

Data Governance 93

Data Governance Unstructured Data Metadata Data Lake 93

CONTACT Software

FEBRUARY 29, 2024

Digitalization in manufacturing Production is one of the most heavily optimized industrial sectors, and for good reason. Avoidable scrap or machine downtimes not only consume time and nerves but, above all, a significant amount of money. To prevent this, companies organize use digital systems to organize and execute their manufacturing processes.

Manufacturing 52

Manufacturing Optimization Digital Transformation 52

Dataiku

FEBRUARY 26, 2024

In a tough global macroeconomic climate with Generative AI rapidly changing the landscape, IT leaders are looking at their analytics platform investments with fresh eyes as they try to increase efficiency and integrate with new technologies. They need to ensure their analytics platform is not holding them back and can quickly adapt to the fast-paced nature of today's technological reality.

Analytics 59

Analytics IT Technology 59

Octopai

FEBRUARY 26, 2024

Revolutionizing Data Management: Octopai’s Role in Data Cleansing and Business Efficiency In the digital age, where data is ubiquitously hailed as the new oil, its management goes beyond mere cleanliness to encompass strategic asset optimization. The real challenge lies not in the accumulation of data but in harnessing its true potential through effective cleansing, management, and optimization strategies.

Metadata 52

Metadata ROI Optimization Data-driven 52

Analytics Vidhya

FEBRUARY 26, 2024

Introduction Stuck on a coding problem? Need a fresh perspective on your project? Blackbox.ai is your new AI-powered coding assistant, ready to supercharge your development workflow. Whether you’re seeking code suggestions in real-time, want to chat about complex concepts, or require assistance writing entire sections, Blackbox has you covered.

Analytics 323

Analytics 323

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

KDnuggets

MARCH 1, 2024

Want to start your data science journey from home, for free, and work at your own pace? Have a dive into this data science roadmap using the YouTube series.

Data Science 145

Data Science 145

CIO Business Intelligence

FEBRUARY 26, 2024

Amid disruptive leaps in technology, leaders who will succeed in the near future, say experts, are the ones who stay focused on a decidedly low-fi resource: their employees. CIOs and others who manage technology teams are advised to see beyond the churn of constant upskilling, and consider what people excel at: creativity and critical thinking, business strategy, and building strong relationships that increase employee satisfaction while boosting the organization’s performance.

IT 127

IT Uncertainty Strategy Testing 127

IBM Big Data Hub

FEBRUARY 29, 2024

As more countries, companies and individuals seek energy sources beyond fossil fuels, interest in renewable energy continues to rise. In fact, world-wide capacity for energy from solar, wind and other renewable sources increased by 50% in 2023. More than 110 countries at the United Nations’ COP28 climate change conference agreed to triple that capacity by 2030, and global investment in clean energy transition hit a record high of USD 1.8 trillion in 2023.

IoT 105

IoT Internet of Things Optimization Manufacturing 105

Analytics Vidhya

FEBRUARY 29, 2024

Introduction Arrays in Python are data structures that can hold multiple values of the same data type. They provide a way to store and manipulate collections of data efficiently. In this article, we will explore how to work with arrays in Python, including creating arrays, accessing and manipulating array elements, performing array operations, working with […] The post A-Z About Python Arrays appeared first on Analytics Vidhya.

Analytics 313

Analytics Machine Learning 313

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

KDnuggets

FEBRUARY 28, 2024

Begin your data professional journey from the basics of statistics to building a production-grade AI application.

Machine Learning 158

Machine Learning Data Science Statistics 158

CIO Business Intelligence

FEBRUARY 26, 2024

New projects can elicit a sense of trepidation from employees, and the overall culture into which change is introduced will reflect how that wariness is expressed and handled. But some common characteristics are central to AI transformation success. Here, in an extract from his book, AI for Business: A practical guide for business leaders to extract value from Artificial Intelligence , Peter Verster, founder of Northell Partners, a UK data and AI solutions consultancy, explains four of them.

Experimentation 125

Experimentation Cost-Benefit Digital Transformation Risk 125

IBM Big Data Hub

FEBRUARY 28, 2024

Sourcing is getting smarter. To start, many organizations have already pivoted from a tactical to a strategic sourcing mindset—which can make all the difference when it comes to gaining and retaining a competitive advantage. Why? Because organizations with strategic sourcing mindsets look beyond price and cost savings-centered supplier selection initiatives.

Strategy 105

Strategy Technology Cost-Benefit Risk Management 105

Analytics Vidhya

FEBRUARY 27, 2024

Introduction Large language models (LLMs) are increasingly becoming powerful tools for understanding and generating human language. These models have achieved state-of-the-art results on different natural language processing tasks, including text summarization, machine translation, question answering, and dialogue generation. LLMs have even shown promise in more specialized domains, like healthcare, finance, and law.

Finance 315

Finance Modeling Analytics 315

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

Manufacturing

KDnuggets

MARCH 1, 2024

If you are considering transitioning from Microsoft Windows to another operating system that suits your needs, check out these five Linux distributions for data science and machine learning.

Data Science 115

Data Science Machine Learning 115

CIO Business Intelligence

FEBRUARY 28, 2024

Healthcare technology innovation is poised to revolutionize the medical landscape. At the forefront of this transformation lies biological digital twin (bio digital twin) technology. This technology will help to improve personal, social, and economic outcomes, and help to build a healthier, more prosperous and sustainable future for all. The promise of bio digital twin technology The groundbreaking work underway in the development of bio digital twin technology holds immense promise in both savi

Informatics 119

Informatics Data-driven Digital Transformation Predictive Analytics 119

IBM Big Data Hub

FEBRUARY 28, 2024

Managed DNS is where a third-party hosts and optimizes your DNS resolution architecture to provide the fastest, most secure, most reliable experience. Perhaps the easiest way to explain it is by looking at the opposite scenario: what if you don’t have a managed DNS service in place? Every query in the Domain Name System (DNS) follows the same logic to resolve IP addresses.

Management 103

Management Data Processing Data-driven Optimization 103

Analytics Vidhya

MARCH 1, 2024

Introduction Navigating through JSON data in Python opens doors to seamless data manipulation and analysis. JSON, or JavaScript Object Notation, is a lightweight data exchange format widely employed online. This guide discusses the significance of reading JSON files within Python’s versatile ecosystem. Discover various methods, from leveraging the JSON module to utilizing Pandas and best […] The post Here’s How You Can Read JSON Files in Python appeared first on Analytics Vidhy

Analytics 311

Analytics Machine Learning 311

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

KDnuggets

FEBRUARY 27, 2024

Want to become a data analyst? This free beginner-friendly data analyst bootcamp is all you need.

Data Science 143

Data Science 143

CIO Business Intelligence

MARCH 1, 2024

AI hype and adoption are seemingly at an all-time high with nearly 70% of respondents to a recent S&P report on Global AI Trends saying they have at least one AI project in production. While the promise of AI can fundamentally reshape business operations, it has also created new risk vectors and opened the doors to nefarious individuals that most enterprises are not currently equipped to mitigate.

Risk 117

Risk Reporting Modeling Software 117

IBM Big Data Hub

FEBRUARY 26, 2024

This week, as thousands of network operators, technology vendors, and mobile device providers from all over the world converge on Barcelona for Mobile World Congress , it’s the perfect time to discuss how IBM® is shaping the future of network operations and telecommunications. Outside the glitz of new phones, connected cars and 5G with everything, there are some real challenges the industry must address.

Revenue Optimization 103

Revenue Optimization Cost-Benefit Enterprise Optimization 103

Analytics Vidhya

FEBRUARY 24, 2024

Stability AI has announced the arrival of Stable Diffusion 3, the latest advancement in AI imagery technology. This new model promises significant improvements in text-to-image generation, boasting enhanced performance and quality. As the anticipation builds around Stable Diffusion 3, let’s delve into the key features and advancements of this innovative AI model.

Modeling 320

Modeling Technology Analytics 320

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.

Strategy

KDnuggets

FEBRUARY 28, 2024

AI Con USA is scheduled for June 2-7 in Las Vegas, and it's bringing together some of the brightest minds in the realm of artificial intelligence and machine learning.

Machine Learning 105

Machine Learning IT 105

CIO Business Intelligence

FEBRUARY 28, 2024

French IT services company Atos has put an end to its attempts to sell its ailing legacy managed infrastructure services business after failing to reach an agreement with a prospective buyer, and will now have to glue the two halves of its business back together. Exclusive talks with EP Equity Investment over the sale of the Tech Foundations business ended after the two parties failed to agree on deal terms and pricing.

IT 117

IT Forecasting Consulting Sales 117

Smart Data Collective

FEBRUARY 25, 2024

Artificial intelligence (AI) rapidly transforms diverse technologies, from self-driving cars to intelligent assistants. Its ability to learn, adapt, and make decisions is revolutionizing industries. As AI’s role expands, navigating its ethical implications and ensuring responsible development will be crucial for a future shaped by this powerful technology.

Technology 97

Technology IT 97

Analytics Vidhya

FEBRUARY 27, 2024

In a significant move within the AI industry, Microsoft has forged a strategic partnership with Mistral AI, to revolutionize generative artificial intelligence. The first outcome of their partnership is Mistral Large, a language model proven to be as good as OpenAI’s GPT-4. This partnership signals a paradigm shift in the landscape of AI innovation.

Modeling 315

Modeling Analytics IT 315

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