Sat.Jul 22, 2023 - Fri.Jul 28, 2023

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Comprehensive Guide to Financial Functions in Excel

Analytics Vidhya

Professionals have come to depend on Excel for its versatile capabilities in various industries, and the financial sector is no exception. With many robust features and diverse operations, Excel provides an excellent platform for financial research, modeling, and calculations. This comprehensive guide aims to explore Excel’s powerful financial functions, shedding light on their significance and […] The post Comprehensive Guide to Financial Functions in Excel appeared first on Analyti

Modeling 271
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Introduction to Statistical Learning, Python Edition: Free Book

KDnuggets

The highly anticipated Python edition of Introduction to Statistical Learning is here. And you can read it for free! Here’s everything you need to know about the book.

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5 steps to drive and foster innovation in IT

CIO Business Intelligence

Tight budgets and labor shortages have remained an ongoing challenge for IT leaders in 2023. As a result, CIOs are looking at ways of doing more with less, while continuing to digitally transform their organizations. How can we free up funds in one area to invest or innovate in another area of the business? This is especially critical within physical operations – the industries that drive more than 40% of the global GDP – as organizations like ABF Freight and Liberty Energy look for ways to oper

IT 98
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Large Language Models and Data Management

Ontotext

I did some research because I wanted to create a basic framework on the intersection between large language models (LLM) and data management. I will start by saying that I believe LLM holds great promise. But there are also a host of other issues (and cautions) to take into consideration. The technology is very new and not well understood. Most applications are still exploratory.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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The Challenger Aiming to Dethrone OpenAI’s LLM Supremacy: XLSTM

Analytics Vidhya

Artificial Intelligence is witnessing a showdown as Professor Josef “Sepp” Hochreiter unveils a new contender in the language model arena. LSTM, the brainchild of Dr. Sepp Hochreiter and Juergen Schmidhuber, revolutionized neural networks. Thus, leading to a surge in accuracy. But now, Hochreiter reveals a hidden successor to LSTM called “XLSTM,” aiming to take down […] The post The Challenger Aiming to Dethrone OpenAI’s LLM Supremacy: XLSTM appeared first on

Modeling 271
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Textbooks Are All You Need: A Revolutionary Approach to AI Training

KDnuggets

This is an overview of the "Textbooks Are All You Need" paper, highlighting the Phi-1 model's success using high-quality synthetic textbook data for AI training.

Modeling 102

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Revolutionizing Procurement: The Power of AI in Vendor Management Systems

Smart Data Collective

Vendor Management Systems (VMS) have become an indispensable tool for streamlining procurement and fostering strong vendor relationships. With the advent of the Fourth Industrial Revolution, where the lines between physical, digital, and biological spheres are increasingly blurred, a new transformational player has emerged on the VMS scene: Artificial Intelligence (AI).

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INDIAai and Meta Join Forces: Paves Way for AI Innovation and Collaboration

Analytics Vidhya

In a promising development, INDIAai and Meta have come together to establish a powerful collaboration in the realm of artificial intelligence (AI) and emerging technologies. By signing a memorandum of understanding (MoU), the two organizations are set to pool their expertise and resources to make Meta’s open-source AI models accessible. This partnership marks a significant […] The post INDIAai and Meta Join Forces: Paves Way for AI Innovation and Collaboration appeared first on Analy

Modeling 271
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Mastering GPUs: A Beginner’s Guide to GPU-Accelerated DataFrames in Python

KDnuggets

RAPIDS cuDF, with its pandas-like API, enables data scientists and engineers to quickly tap into the immense potential of parallel computing on GPUs–with just a few code line changes. Read on for more.

IT 97
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ServiceNow adds new features to its Now Assist generative AI assistant

CIO Business Intelligence

ServiceNow is adding new features to its Now Assist generative AI assistant that comes bundled with the company’s Now platform, designed to help organizations automate workflows. The new capabilities of Now Assist, which include case summarization and text-to-code, are compatible with all workflows and are designed to drive productivity and efficiency for organizations, the company said.

IT 98
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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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How AI is helping companies meet sustainability goals

IBM Big Data Hub

AI tools like ChatGPT are grabbing headlines, but other AI techniques and tools specifically designed for enterprises are quietly helping companies meet their sustainability goals. Classic AI is already being used widely today in various use cases, and generative AI is evolving rapidly to address new classes of use cases. I previously led technical teams that helped customers with their AI implementations.

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LLMs in Conversational AI: Building Smarter Chatbots & Assistants

Analytics Vidhya

Introduction Language Models take center stage in the fascinating world of Conversational AI, where technology and humans engage in natural conversations. Recently, a remarkable breakthrough called Large Language Models (LLMs) has captured everyone’s attention. Like OpenAI’s impressive GPT-3, LLMs have shown exceptional abilities in understanding and generating human-like text.

Modeling 271
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8 Programming Languages For Data Science to Learn in 2023

KDnuggets

Are you interested in Data Science? This blog will help you kickstart or advance your data science career. You'll learn about the most popular programming languages data scientists use to clean, analyze, visualize, and model data.

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IT leaders grapple with shadow AI

CIO Business Intelligence

Max Chan knew he had to do something. Soon after ChatGPT burst on the scene in November 2022, Chan realized generative AI would amount to far more than the just the latest technology flash-in-the-pan. With the ability to instantaneously ingest reams of data using large language models (LLMs), generative AI technologies such as OpenAI’s ChatGPT and Google’s Bard can produce reports, contracts, and application code far surpassing earlier technologies in speed, accuracy, and thoroughness.

IT 98
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Get Better Network Graphs & Save Analysts Time

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.

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Volunteer Spotlight: Big Day in the UK!

Cloudera

It was a busy day for Cloudera Cares in the UK on June 21, 2023. Not only did we deliver the EMEA Evolve Flagship event with a first of its kind, volunteer component, we also flew the Cloudera flag at a Cloudera Cares event with Mission Motorsport. Hear from Clouderan, Paul Wooding about his day volunteering at two of Cloudera’s impactful UK-based events.

IT 80
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Unveiling the Future of Text Analysis: Trendy Topic Modeling with BERT

Analytics Vidhya

Introduction A highly effective method in machine learning and natural language processing is topic modeling. A corpus of text is an example of a collection of documents. This technique involves finding abstract subjects that appear there. This method highlights the underlying structure of a body of text, bringing to light themes and patterns that might […] The post Unveiling the Future of Text Analysis: Trendy Topic Modeling with BERT appeared first on Analytics Vidhya.

Modeling 271
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Introduction to Data Science: A Beginner’s Guide

KDnuggets

This article is a guide for new data scientists, and it's designed to help you get started quickly. It's meant to be a starting point, but if you're already in the market for a new job, you may want to read this article more.

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Dr. Pankaj Setia on the challenges that will redefine CIOs’ careers

CIO Business Intelligence

Dr Setia, also the chairperson of the centre for digital transformation at the business school, teaches graduate-level courses on the leadership of digital organizations, strategic management of digital innovations, and digital transformation. He has previously taught for many years at Michigan State University and the University of Arkansas in the US.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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.

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Near-real-time analytics using Amazon Redshift streaming ingestion with Amazon Kinesis Data Streams and Amazon DynamoDB

AWS Big Data

Amazon Redshift is a fully managed, scalable cloud data warehouse that accelerates your time to insights with fast, easy, and secure analytics at scale. Tens of thousands of customers rely on Amazon Redshift to analyze exabytes of data and run complex analytical queries, making it the widely used cloud data warehouse. You can run and scale analytics in seconds on all your data without having to manage your data warehouse infrastructure.

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Amazon Vs Google Vs Microsoft: The Race to Revolutionize Healthcare with AI

Analytics Vidhya

Integrating artificial intelligence (AI) into the healthcare industry is becoming increasingly prevalent in an era of technological advancements. Tech giants like Amazon, Google, & Microsoft lead the charge, launching innovative AI-powered solutions to transform patient care & optimize healthcare processes. The latest addition to this AI healthcare race is Amazon Web Services’ HealthScribe, a groundbreaking […] The post Amazon Vs Google Vs Microsoft: The Race to Revolutionize

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Free Generative AI Courses by Google

KDnuggets

With Generative AI being a hot topic, learn more about these courses provided that can give you a kick start into the wave.

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Huawei Unleashes the Power of Technology for a Sustainable, Digital Europe

CIO Business Intelligence

Digital transformation is key in building Europe’s resilience and sustainability Huawei As a committed partner of digital Europe, Huawei builds innovative ICT infrastructure and works with customers and partners to accelerate the digital transformation of enterprises, aiming to drive economic prosperity and build a sustainable, digital Europe. — Ernest Zhang, President, Huawei Enterprise Business Group in Europe In Europe, Huawei dives deep into scenarios and works with partners to support the r

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Understanding User Needs and Satisfying Them

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.

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Analytics Technology Redefines Social Media Marketing in Sports

Smart Data Collective

Analytics technology has been a huge gamechanger for the sports industry. Fortune Business Insights reports that the sports industry spent $2.98 billion on analytics last year. That figure is projected to keep growing at a rate of 28.7% a year until 2030. Nabil M Abbas of Towards Data Science talked about one of the most interesting ways that data analytics is changing the NBA.

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Stability AI’s Stable Diffusion XL 1.0: A Breakthrough in AI Image Generation

Analytics Vidhya

Stability AI, a leading AI startup, has once again pushed the boundaries of generative AI models with the launch of Stable Diffusion XL 1.0. This state-of-the-art text-to-image model promises to revolutionize image generation with its vibrant colors, stunning contrast, and impressive lighting. But amidst the excitement, ethical concerns loom as the model’s open-source nature raises […] The post Stability AI’s Stable Diffusion XL 1.0: A Breakthrough in AI Image Generation appear

Modeling 271
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Unlock the Secrets to Choosing the Perfect Machine Learning Algorithm!

KDnuggets

When working on a data science problem, one of the most important choices to make is selecting the appropriate machine learning algorithm.

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Real estate CIOs drive deals with data

CIO Business Intelligence

The residential real estate industry may not be perceived to be as digitally aggressive as Wall Street titans and multinational manufacturing conglomerates. But in reality, some of the largest, most established realty franchises, such as Re/Max and Keller Williams, have made all the right moves, pursuing digital transformations built on the cloud and primed to make the most of emerging AI opportunities.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.

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Extend your data mesh with Amazon Athena and federated views

AWS Big Data

Amazon Athena is a serverless, interactive analytics service built on the Trino, PrestoDB, and Apache Spark open-source frameworks. You can use Athena to run SQL queries on petabytes of data stored on Amazon Simple Storage Service (Amazon S3) in widely used formats such as Parquet and open-table formats like Apache Iceberg, Apache Hudi, and Delta Lake.

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A Comprehensive Guide on ‘How to Deal with Sparse Datasets?’

Analytics Vidhya

Introduction Have you ever seen a dataset that contains almost all null values? If so, you are not by yourself. One of the most frequent issues in machine learning is sparse datasets. Several factors, like inadequate surveys, sensor data with missing readings, or text with missing words, can lead to their existence. When trained on […] The post A Comprehensive Guide on ‘How to Deal with Sparse Datasets?

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An MLOps Mindset: Always Production-Ready

KDnuggets

A lack of an ML production mindset from the beginning of a project can lead to surprises later on, especially during production time, resulting in re-modeling and delayed time-to-market.

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A forensic look into cloud success with Broadcom’s Andy Nallappan

CIO Business Intelligence

Companies moving to the cloud often find themselves at a crossroads near the midpoint of their migrations, spending more than they intended and getting less than they hoped. Often that’s because their IT organization isn’t equipped with the culture, mindset, and skills necessary to capitalize on the cloud. Andy Nallappan has had a long career in IT, including CIO roles, but his current job at Broadcom is managing the company’s external cloud platform, DevOps, and SaaS operations across multiple

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

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.