Analytics Vidhya

MAY 3, 2024

Introduction In the field of data science, how you present the data is perhaps more important than data collection and analysis. Data scientists often find it difficult to clearly communicate all of their analytical findings to stakeholders of different levels. This is where data visualization techniques such as flowcharts and mind maps come to help. […] The post How to Create Mind Maps and Flowcharts Using ChatGPT appeared first on Analytics Vidhya.

Visualization 276

Visualization Data Science Data Collection Analytics 276

O'Reilly on Data

APRIL 30, 2024

By Rufus Rock , UCL ; Tim O’Reilly , UCL ; Ilan Strauss , UCL ; and Mariana Mazzucato , UCL This article is republished from The Conversation under a Creative Commons license. Time and again, leading scientists, technologists, and philosophers have made spectacularly terrible guesses about the direction of innovation. Even Einstein was not immune, claiming, “There is not the slightest indication that nuclear energy will ever be obtainable,” just ten years before Enrico Fermi completed cons

Risk 221

Risk Advertising Cost-Benefit Sales 221

Analytics Vidhya

MAY 2, 2024

Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses. However, each step takes a significant amount of time and computing resources. One solution is the Odd Ratio […] The post Finetuning Llama 3 with Odds Ratio Preference Optimization appeared first on Analytics Vidhya.

Optimization 320

Optimization Modeling Analytics 320

CIO Business Intelligence

MAY 3, 2024

United Parcel Service last year turned to generative AI to help streamline its customer service operations. The in-house developed project, Message Response Automation (MeRA), is already delivering. MeRA, which was initiated last July and went into beta testing in October, leverages publicly available large language models (LLMs) to automate the handling of some customer issues, providing consistent messaging and significant improvement of agent efficiency, aka handle time, according to the mult

Testing 122

Testing Sales Enterprise Digital Transformation 122

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

KDnuggets

APRIL 29, 2024

This article is an overview of a particular subset of data structures useful in machine learning and AI development, along with explanations and example implementations.

Machine Learning 114

Machine Learning 114

AWS Big Data

APRIL 29, 2024

The construction of big data applications based on open source software has become increasingly uncomplicated since the advent of projects like Data on EKS , an open source project from AWS to provide blueprints for building data and machine learning (ML) applications on Amazon Elastic Kubernetes Service (Amazon EKS). In the realm of big data, securing data on cloud applications is crucial.

Management 89

Management Big Data Metadata Data Warehouse 89

The Data Visualisation Catalogue

MAY 2, 2024

The Radar Box Plot is a visualisation developed by Caio Hamamura, which combines the Radar Chart with the Box Plot. This combination enables the comparison of multivariate data across multiple classes or clusters simultaneously. This visualisation uses radar polygons that can be compared based on their shape and thickness, providing insights into data variability and similarities among classes or clusters.

Snapshot 74

Snapshot Strategy IT Visualization 74

CIO Business Intelligence

MAY 1, 2024

In a plea for hiring relief, Google has sent the US Department of Labor an urgent appeal to amend US immigration laws to ease the hiring of foreign IT workers. On May 1, the tech titan submitted a lengthy response to the department’s request for information on modernizing Schedule A, a little-known immigration rule that fast-tracks the hiring of foreign workers in occupations facing pre-certified shortages in the US.

Marketing 125

Marketing Software Testing Modeling 125

KDnuggets

MAY 1, 2024

Top five mistakes made by AI beginners and practical tips to avoid them, along with an engaging "50-Day Challenge" that you cannot afford to miss.

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101

AWS Big Data

MAY 2, 2024

In today’s data-driven landscape, the efficiency and accessibility of querying tools play a crucial role in driving businesses forward. Amazon Redshift recently announced integration with Visual Studio Code (), an action that transforms the way data practitioners engage with Amazon Redshift and reshapes your interactions and practices in data management.

Visualization 66

Visualization Data Warehouse Data-driven Management 66

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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

Analytics Vidhya

MAY 1, 2024

In this episode of Leading with Data, we’re joined by Dr. Kiran R, a distinguished leader in Applied ML and Data Science, who shares insights from his extensive experience at Microsoft, VMware, and beyond. With a Ph.D. from IIM Lucknow and an MBA from IIM Kozhikode, Dr. Kiran has led high-impact teams, earning accolades such […] The post Decoding the Data Landscape: Dr.

Data Science 310

Data Science Analytics 310

IBM Big Data Hub

MAY 1, 2024

Unlocking the full potential of supply chain management has long been a goal for businesses that seek efficiency, resilience and sustainability. In the age of digital transformation, the integration of advanced technologies like generative artificial intelligence brings a new era of innovation and optimization. AI tools help users address queries and resolve alerts by using supply chain data, and natural language processing helps analysts access inventory, order and shipment data for decision-ma

Forecasting 73

Forecasting Optimization Digital Transformation Risk 73

CIO Business Intelligence

MAY 2, 2024

When a necessary change hits your IT team, getting everyone to buy in and adapt is key — and challenging. Some team members will, by nature, fight any change. Even those once adaptable may have become change resistant due to years of near-constant turbulence. One Gartner study found that willingness to support organizational change dropped from 74% of employees in 2016 to just 43% in 2022.

IT 115

IT Experimentation Software Management 115

KDnuggets

APRIL 30, 2024

Exploring the merits of data science degrees vs courses, this analysis contrasts their depth, prestige, and practicality in job market preparation

Data Science 99

Data Science Marketing 99

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

Dataiku

MAY 3, 2024

Digital transformation exists to change (fundamentally, rather than at a surface level) how a business operates. Though enabled by technology, delivering technology projects is not the point; the business is being changed to better respond to customer and employee needs. This separates it from “digitization,” which is merely running the same old processes with (hopefully) more efficient technology.

Digital Transformation 59

Digital Transformation Consulting Data Quality Technology 59

Analytics Vidhya

APRIL 29, 2024

China’s robotics industry has just marked an impressive leap with the unveiling of a new humanoid robot, Astribot S1. The fully autonomous robot, developed by Stardust Intelligence, redefines the benchmarks of speed, precision, and functionality. Let’s explore how this AI-driven marvel would reshape various sectors with its remarkably human-like capabilities.

Analytics 321

Analytics IT 321

IBM Big Data Hub

APRIL 29, 2024

VeloxCon 2024 , the premier developer conference that is dedicated to the Velox open-source project, brought together industry leaders, engineers, and enthusiasts to explore the latest advancements and collaborative efforts shaping the future of data management. Hosted by IBM® in partnership with Meta, VeloxCon showcased the latest innovation in Velox including project roadmap, Prestissimo (Presto-on-Velox), Gluten (Spark-on-Velox), hardware acceleration, and much more.

Management 70

Management Optimization Data Processing Metrics 70

CIO Business Intelligence

APRIL 29, 2024

As organizations roll out AI applications and AI-enabled smartphones and devices, IT leaders may need to sell the benefits to employees or risk those investments falling short of business expectations. That’s because employees have decidedly mixed feelings about AI coming to their workplaces, according to the recent survey by IT solutions integrator Insight , even as many enterprises are already adopting or experimenting with AI and as AI-enabled phones begin hitting the market.

Experimentation 130

Experimentation Forecasting Risk Consulting 130

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

APRIL 30, 2024

Want to build and deploy robust machine learning systems to production? Start learning MLOps today with these courses from Google.

Machine Learning 105

Machine Learning 105

Data Virtualization

MAY 2, 2024

Reading Time: 3 minutes Denodo was recognized as a Leader in the 2023 Gartner® Magic Quadrant™ for Data Integration report, marking the fourth year in a row that Denodo has been recognized as such. I want to highlight the first of three strategic planning. The post Denodo recognized as a Leader in the 2023 Gartner® Magic Quadrant™ for Data Integration Report appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 52

Data Integration Reporting Management Data Governance 52

Analytics Vidhya

MAY 1, 2024

Introduction The world of content creation is undergoing a remarkable transformation with the emergence of artificial intelligence. Text-to-video generation, a technology that allows users to create videos from simple text descriptions, is at the forefront of this revolution. Until recently, generating high-quality videos required significant time, resources, and expertise.

Software 302

Software Technology Analytics Machine Learning 302

Smart Data Collective

APRIL 30, 2024

AI has led to some major changes in the financial sector. There are many ways that financial professionals are using AI which includes with algorithmic trading as we stated in this article. One of the many ways that AI is changing finance is by revolutionizing forex trading.

Finance 60

Finance 60

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

CIO Business Intelligence

APRIL 29, 2024

European privacy rights group noyb filed a complaint against OpenAI with the Austrian Data Protection Authority on Monday, accusing the company of breaching the European Union’s General Data Protection Regulation (GDPR). The EU’s strict privacy rules require that companies allow individuals access to personal information held about them, as well as ensuring that such data is accurate.

Enterprise 128

Enterprise Modeling IT 128

KDnuggets

MAY 2, 2024

Get up and running with Docker with this tutorial on containerizing Python applications.

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Dataiku

APRIL 30, 2024

In one of the flagship episodes of the 1980s series Knight Rider, the autonomous car KITT became uncontrollable, behaving erratically. The disaster was averted when Michael Knight finally regained control of KITT thanks to the manual override feature.

Modeling 59

Modeling 59

Analytics Vidhya

MAY 1, 2024

Introduction The Phi model from Microsoft has been at the forefront of many open-source Large Language Models. Phi architecture has led to all the popular small open-source models that we see today which include TPhixtral, Phi-DPO, and others. Their Phi Family has taken the LLM architecture a step forward with the introduction of Small Language […] The post Phi 3 – Small Yet Powerful Models from Microsoft appeared first on Analytics Vidhya.

Modeling 302

Modeling Analytics 302

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

Smart Data Collective

MAY 2, 2024

AI technology can help sales people make the most of POS systems, which helps them reach their goals more easily.

Sales 70

Sales Analytics Technology Marketing 70

CIO Business Intelligence

APRIL 29, 2024

To Carm Taglienti, the explosion of all things AI over the past few years has been both a pro and a con to IT teams. On the one hand, artificial intelligence has helped both technology departments and the business units to work better, faster, and cheaper. But on the other hand, AI and generative AI in particular, as well as the speed at which intelligence barreled its way into organizations, have disrupted many IT plans, says Taglienti, chief data officer and distinguished engineer at tech firm

IT 124

IT Consulting Technology Strategy 124

KDnuggets

APRIL 29, 2024

This is a collection of free courses, books, projects, repositories, cheat sheets, and online compilers on Python to help you get started and gain experience.

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Dataiku

MAY 2, 2024

What are the specific implications of the EU AI Act for financial services firms? How can they get ahead of the curve for Generative AI regulation?

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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