Sat.Jun 03, 2023 - Fri.Jun 09, 2023

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Talk to Your Dataset With PandasAI

Analytics Vidhya

Introduction Imagine you’re working on a dataset to build a Machine Learning model and don’t want to spend too much effort on exploratory data analysis codes. You may sometimes find it confusing to sort, filter, or group data to obtain the required information. Is there a way to quickly and effortlessly extract information? Wouldn’t it […] The post Talk to Your Dataset With PandasAI appeared first on Analytics Vidhya.

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AI: Large Language & Visual Models

KDnuggets

This article discusses the significance of large language and visual models in AI, their capabilities, potential synergies, challenges such as data bias, ethical considerations, and their impact on the market, highlighting their potential for advancing the field of artificial intelligence.

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13 essential skills for accelerating digital transformation

CIO Business Intelligence

Digital transformation is indeed a cornerstone of business strategy today, as 89% of enterprises see digital business as core to their growth, according to Gartner’s Board of Directors 2023 Survey. Equally telling is another statistic from that research: Just 35% of these enterprises have achieved their digital goals or are on track to do so. “This underlines the need for organizations to embrace change and adopt a more agile and forward-thinking approach to digital transformation skills in orde

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Explainable AI in Practice With Dataiku

Dataiku

As organizations scale their data science, machine learning, and AI efforts, they are bound to reach the impasse of learning when to prioritize white-box models over black-box ones (because there is a time and a place for those ) and how to infuse explainability along the way.

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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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Transforming Businesses with AI

Analytics Vidhya

Welcome to a world where machines and humans work in harmony, backing each other — simplifying tasks for each other. So far, we have seen many reasons why AI in business has become a change-making shift. It is safe to say that we will find many more in the future. A report by Grand View […] The post Transforming Businesses with AI appeared first on Analytics Vidhya.

Reporting 344
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10 Jupyter Notebook Tips and Tricks for Data Scientists

KDnuggets

Unlock the full potential of Jupyter Notebook with expert tips and techniques, including time-saving shortcuts, powerful magic functions, and advanced features, to boost your productivity.

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Data Centric Revolution: Is Knowledge Ontology the Missing Link?

TDAN

You would think that after knocking around in semantics and knowledge graphs for over two decades I’d have had a pretty good idea about Knowledge Management, but it turns out I didn’t. I think in the rare event the term came up I internally conflated it with Knowledge Graphs and moved on.

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Rapid Rise of Artificial Intelligence Spells Job Losses: Thousands Affected in Tech Sector

Analytics Vidhya

The tech industry is experiencing a significant upheaval as Artificial Intelligence (AI) takes center stage and replaces human workers. The recent surge in job cuts has seen thousands of employees lose their positions, with AI cited as one of the primary reasons for these dismissals. This emerging trend has left experts and employees grappling with […] The post Rapid Rise of Artificial Intelligence Spells Job Losses: Thousands Affected in Tech Sector appeared first on Analytics Vidhya.

Analytics 336
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A Playbook to Scale MLOps

KDnuggets

MLOps teams are pressured to advance their capabilities to scale AI. We teamed up with Ford Motors to explore how to scale MLOps within an organization and how to get started.

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The steep cost of a poor data management strategy

CIO Business Intelligence

It’s a time-tested truth: Getting a head start improves outcomes. In sprint races, it’s not always the fastest runner that wins, but the one with the best start. And marathoners know that how they run their first few miles often determines how they finish. And before runners even enter a race—whether a sprint or a marathon—they have prepared with months or years of training.

Strategy 116
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Navigating the Future: Generative AI, Application Analytics, and Data

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?

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AWS Glue Data Quality is Generally Available

AWS Big Data

We are excited to announce the General Availability of AWS Glue Data Quality. Our journey started by working backward from our customers who create, manage, and operate data lakes and data warehouses for analytics and machine learning. To make confident business decisions, the underlying data needs to be accurate and recent. Otherwise, data consumers lose trust in the data and make suboptimal or incorrect decisions.

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NVIDIA’s Neuralangelo Brings 2D Videos to Life in Stunning 3D!

Analytics Vidhya

In a groundbreaking development, NVIDIA Research has unveiled its latest AI model, Neuralangelo. The innovative model utilizes neural networks to reconstruct 3D scenes and objects from 2D video clips. Like Michelangelo’s mastery in sculpting intricate and realistic visions from blocks of marble, Neuralangelo breathes life into static footage, transforming it into detailed 3D structures.

Modeling 338
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Getting Started with ReactPy

KDnuggets

A Beginners Guide to Building Web Applications without JavaScript.

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It’s time to evolve beyond marketing to create meaningful metaverse moments

CIO Business Intelligence

VISION by Protiviti , Protiviti’s future-focused content initiative, has spent months exploring the metaverse future. Part of that exploration is a global survey we publish with the University of Oxford. I took a deep dive into the results and found some of what business leaders said in the Executive Outlook on the Metaverse, 2033 and Beyond spot on; while other results were quite surprising.

Marketing 111
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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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7 Mind-Blowing Ways Smart Homes Use Data to Save Your Money

Smart Data Collective

Big data technology is changing our lives in tremendous ways. One of the most significant changes has been the invention of smart homes. Market analysts expect that the market for smart homes will be $worth 581 billion by 2032. Think about this for a moment: what if your house could think for you? Better yet, what if it could think about you? Imagine a world where your home understands your habits, preferences, and even your routine, then uses this information to cut costs and save you money.

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Mastering LLMs: A Comprehensive Guide to Efficient Prompting

Analytics Vidhya

Introduction Language models are transforming the way we interact with technology. They power virtual assistants, chatbots, AI systems, and other applications, allowing us to communicate with them in natural language. However, interacting with these language models can be challenging, especially when they fail to provide the desired response. One can use a few tips and […] The post Mastering LLMs: A Comprehensive Guide to Efficient Prompting appeared first on Analytics Vidhya.

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Ten Years of AI in Review

KDnuggets

From image classification to chatbot therapy.

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Assessing the business risk of AI bias

CIO Business Intelligence

AI doesn’t get better than the data it’s trained on. This means that biased selection and human preferences can propagate into the AI ​​and cause the results that come out to be skewed. In the US, authorities are now using new laws to enforce instances of discrimination due to prejudicial AI, and the Consumer Financial Protection Bureau currently investigates housing discrimination due to biases in algorithms for lending or housing valuation.

Risk 105
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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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Why advanced API security is critical to outsmarting new threats

IBM Big Data Hub

As organizations continue to expand their digital footprint, new vulnerabilities are constantly emerging that can put them at risk. Among the most prominent new examples is attacks that exploit the growth of application programming interfaces (APIs) , which work to connect applications and systems to facilitate the exchange of data. Along with the ease of interaction that APIs provide, however, comes potential new entry points for bad actors to gain access to organizations’ resources and d

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Google AI’s DIDACT Transforms Software Development Forever

Analytics Vidhya

Google AI has made a groundbreaking discovery in the realm of software engineering. In a new research project, they introduce DIDACT, a revolutionary technique that utilizes large machine learning (ML) models to enhance software development activities. DIDACT sets itself apart by leveraging data from the final software product and the entire development process.

Software 322
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GPT4All is the Local ChatGPT for your Documents and it is Free!

KDnuggets

How to install GPT4All on your Laptop and ask AI about your own domain knowledge (your documents)… and it runs on CPU only!

IT 108
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Saudi Vision 2030: Why the Kingdom is becoming a hub in EdTech education

CIO Business Intelligence

The Pandemic has pushed companies to accelerate their digital journey, large companies are already being encouraged to replace their traditional working methods with telematic ones. Proof of this is the KSA Cloud First Policy, announced in October 2020 by Saudi Arabia’s Ministry of Communications and InformationTechnologies, after the launch of a cloud data center in the city of Jeddah, by Oracle.

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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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QR Codes Leverage the Benefits of Big Data in Education

Smart Data Collective

The field of academia is more dependent on big data than ever before. Educational institutions reportedly spent over $13 billion on big data in 2020. Expenditures on big data in academia are projected to be worth over $57 billion by 2030. As colleges and other educational institutions invest more heavily in big data, they are going to take advantage of different forms of technology that help them leverage it more effectively.

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Object Localization with CNN-based Localizers

Analytics Vidhya

Introduction Object Localization refers to the task of precisely identifying and localizing objects of interest within an image. It plays a crucial role in computer vision applications, enabling tasks like object detection, tracking, and segmentation. In the context of CNN-based localizers, object localization involves training a convolutional neural network (CNN) to predict the coordinates of […] The post Object Localization with CNN-based Localizers appeared first on Analytics Vidhya.

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Celebrating World Oceans Day: Revitalizing the marine ecosystem with technology-driven engineered reefs to accelerate CO2 capture

IBM Big Data Hub

Every year on June 8th, World Oceans Day provides a global platform to raise awareness about the value of our oceans and the critical need for their protection. One thing is for certain: oceans are vital to our existence. The importance of our oceans and coral reefs Oceans cover 70% of the Earth’s surface and is home to up to 80% of all life in the world.

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14 organizations that support LGBTQ+ tech workers

CIO Business Intelligence

The lack of diversity in IT doesn’t just leave underrepresented workers feeling alienated; it can also make them feel unsafe. That’s certainly true for the LGBTQIA+ community, with only 76% of LGBTQ+ workers reporting they feel safe in their workplace and 64% of trans and gender nonconforming (GNC) individuals saying the same, according to a report from Blind.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

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.

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KDnuggets News, June 7: ChatGPT for Data Science Interview Cheatsheets • Programming Languages for Specific Data Roles

KDnuggets

ChatGPT for Data Science Interview Cheatsheets • Programming Languages for Specific Data Roles • 10 Jupyter Notebook Tips and Tricks for Data Scientists • Revolutionizing Data Analysis with PandasGUI • OpenAI’s Whisper API for Transcription and Translation

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Common Applications of Deep Learning in Artificial Intelligence

Analytics Vidhya

Introduction to Deep Learning Deep learning is a branch of artificial intelligence (AI) that teaches neural networks to learn and reason. Its capacity to resolve complicated issues and deliver cutting-edge performance in various sectors has attracted significant interest and appeal in recent years. Deep learning algorithms have revolutionized AI by allowing machines to process and […] The post Common Applications of Deep Learning in Artificial Intelligence appeared first on Analytics Vidhy

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The Role of Data Analytics in Football Performance

Smart Data Collective

We have talked extensively about the many industries that have been impacted by big data. many of our articles have centered around the role that data analytics and artificial intelligence has played in the financial sector. However, many other industries have also been affected by advances in big data technology. The sports industry is among them. The Sports Analytics Market is expected to be worth over $22 billion by 2030.

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3 things CIOs must do now to accurately hit net-zero targets

CIO Business Intelligence

Research from Accenture shows that 48% of companies say technology-enabled sustainability initiatives lead to more competitive products and enhanced customer service, and contribute to attracting top talent—all of which help drive increased revenues. However, the latest and largest UNGC-Accenture CEO study revealed that 91% of CEOs report insufficient technology solutions as a barrier to seizing opportunities in the net-zero transition, building resilience in their organization, and overcoming c

Software 105
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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.