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

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How to become a data scientist

Dataconomy

If you’ve found yourself asking, “How to become a data scientist?” you’re in the right place. In this detailed guide, we’re going to navigate the exciting realm of data science, a field that blends statistics, technology, and strategic thinking into a powerhouse of innovation and insights. From the infinite realm of raw data, a unique professional emerges: the data scientist.

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Using Data and AI to Recession-Proof Your Retail Strategy

insideBIGDATA

In this contributed article, Gladys Kong, Chief Operating Officer of Near, discusses how to recession proof retail strategy using data to understand customer behavior and market to them using omni channel marketing. She touches on some real-world examples of well-known retailers using data to accomplish great things, such as how Ikea has used technology to enhance their store experience, how Sephora’s loyalty program is driving ROI, and how Dollar General has launched a thriving new retail chain

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Top 7 software development use cases of Generative AI

Data Science Dojo

In the field of software development, generative AI is already being used to automate tasks such as code generation, bug detection, and documentation. Generative AI is a rapidly growing field of artificial intelligence that is transforming the way we interact with the world around us. Generative AI models are able to create new content, such as text, images, and code, from scratch.

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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

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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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.

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Generative AI Report: FraudGPT – AI Powered Fraud Begins

insideBIGDATA

Word out on the street is that FraudGPT has launched. It's an AI bot exclusively targeted for offensive purposes, such as crafting spear phishing emails, creating cracking tools, and creating fake identities, and it signals the first major instance of a published fraud-focused AI tool. FraudGPT follows in the footsteps of WormGPT.

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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

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5 Mistakes I Made While Switching to Data Science Career

KDnuggets

Learn from my mistakes and avoid making the same mistakes.

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DynamoDB vs. Cassandra: Which Database Is a Great Fit for Your Business?

insideBIGDATA

In this contributed article, April Miller, a senior IT and cybersecurity writer for ReHack Magazine, believes that If you need a new database for your business, Amazon Web Services DynamoDB and Apache Cassandra are two of the most prominent options. Choosing between them isn’t easy, but this breakdown will help you feel more informed and confident.

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Patient Disease Risk Prediction with Lakehouse

databricks

All healthcare is personal. Individuals have different underlying genetic predispositions, environmental exposures, and past medical histories, not to mention different propensities to engage.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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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.

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Everything You Need About the LLM University by Cohere

KDnuggets

Want to kickstart a new career with LLMs? Or want to transfer to the next big thing in tech? You can do so now with the LLM University by Cohere.

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Heard on the Street – 7/26/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

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Hypermodal AI Converges Predictive, Causal And Generative AI

Adrian Bridgwater for Forbes

Hypermodal AI converges fact-based predictive AI, with causal AI insights with new generative AI capabilities.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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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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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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insideBIGDATA AI News Briefs – 7/27/2023

insideBIGDATA

Welcome insideBIGDATA AI News Briefs, our podcast channel bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language models, generative AI, and transformers. We're working tirelessly to dig up the most timely and curious tidbits underlying the day's most popular technologies. We know this field is advancing rapidly and we want to bring you a regular resource to keep you informed and state-of-the-art.

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Manual Overdrive: When - And When Not To Use Software Automation

Adrian Bridgwater for Forbes

Software systems are moving to some degree of automation, but we still need to be in the driving seat, or at the very least in control of the sat-nav and radio controls.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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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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Clustering Unleashed: Understanding K-Means Clustering

KDnuggets

Learn how to find hidden patterns and extract meaningful insights using Unsupervised Learning with the K-Means clustering algorithm.

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Generative AI Report: ServiceNow, NVIDIA, and Accenture Team to Accelerate Generative AI Adoption for Enterprises

insideBIGDATA

Welcome to the Generative AI Report, a new feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications centered on large language models, we thought it would be a timely service for readers to start a new channel along these lines.

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Announcing the MLflow AI Gateway

databricks

Large Language Models (LLMs) unlock a wide spectrum of potential use cases to deliver business value, from analyzing the sentiment of text data.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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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.

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Advance your Career with the 3rd Best Online Master’s in Data Science Program

KDnuggets

Convenient one and two-year schedules. Enrolling now for October 2023 and March 2024.

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Financial Institutions are Strengthening Business Intelligence Reporting and Data Warehousing through Workload Automation and Orchestration

insideBIGDATA

Financial institutions like banks and credit unions are some of the most data-rich organizations in the world. With access to members’ spending habits – from direct deposits and cash inflows to expenditures like mortgages and payments for bills – there’s a treasure trove of data.

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Now Generally Available: All users can now establish a connection to Fivetran via Partner Connect

databricks

We're thrilled to announce the general availability of Fivetran access in Partner Connect for all users. This innovation makes it 10x easier for.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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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

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Unlocking the Power of Numbers in Health Economics and Outcomes Research

KDnuggets

Learn about the quantitative challenges that are present in HEOR research and how statistics can be used to address these issues.

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Video Highlights: Generative AI with Large Language Models

insideBIGDATA

At an unprecedented pace, Large Language Models like GPT-4 are transforming the world in general and the field of data science in particular. This two-hour training video presentation by Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, introduces deep learning transformer architectures including LLMs.

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Managing Complex Propensity Scoring Scenarios with Databricks

databricks

Check our Solution Accelerator for Propensity Scoring for more details and to download the notebooks. Consumers increasingly expect to be engaged in a.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.