CIO Business Intelligence

JULY 10, 2023

Everyone, at some point in their career, has endured a bad boss or bad business colleague. Someone further up the chain or a lateral colleague who lacks basic interpersonal skills, demands the impossible, flies off the handle at the slightest provocation, or throws you under the bus the moment a project goes south. Aside from causing personal angst, executives run amok can also wreak lasting damage to the organizations they work for by driving away talent and squandering business opportunities.

Cost-Benefit 136

Cost-Benefit Sales Technology Management 136

Analytics Vidhya

JULY 2, 2023

Introduction The purpose of this project is to develop a Python program that automates the process of monitoring and tracking changes across multiple websites. We aim to streamline the meticulous task of detecting and documenting modifications in web-based content by utilizing Python. This capability is invaluable for real-time news tracking, immediate product updates, and conducting […] The post Empowering Real-Time Insights with Website Monitoring Using Python appeared first on Analytics

Analytics 371

Analytics 371

Analytics Vidhya

JULY 25, 2023

Introduction Language Models based on Large- scale pre- training LLMs have revolutionized the field of natural language processing. Thus, enabling machines to comprehend and generate human-like text with remarkable accuracy. To truly appreciate the capabilities of LLMs, it is essential to take a deep dive into their inner workings and understand the intricacies of their […] The post The Inner Workings of LLMs: A Deep Dive into Language Model Architecture appeared first on Analytics Vidhya.

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Modeling Analytics IT 234

O'Reilly on Data

JULY 25, 2023

If you’re reading this, chances are you’ve played around with using AI tools like ChatGPT or GitHub Copilot to write code for you. Or even if you haven’t yet, then you’ve at least heard about these tools in your newsfeed over the past year. So far I’ve read a gazillion blog posts about people’s experiences with these AI coding assistance tools. These posts often recount someone trying ChatGPT or Copilot for the first time with a few simple prompts, seeing how it does for some small self-containe

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Consulting Interactive Software IT 246

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

Management

KDnuggets

JULY 31, 2023

Google's BQML can be used to make time series models, and recently it was updated to create multivariate time series models. With the simple code, this article shows how to use it to predict multivariate time series and it can be more powerful than a univariate time series model in this article.

Modeling 108

Modeling IT Machine Learning 108

Ontotext

JULY 24, 2023

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.

Modeling 98

Modeling Management Structured Data Data Architecture 98

AWS Big Data

JULY 6, 2023

Extracting time series on given geographical coordinates from satellite or Numerical Weather Prediction data can be challenging because of the volume of data and of its multidimensional nature (time, latitude, longitude, height, multiple parameters). This type of processing can be found in weather and climate research, but also in applications like photovoltaic and wind power.

Machine Learning 128

Machine Learning Visualization IoT Digital Transformation 128

Analytics Vidhya

JULY 5, 2023

Introduction Ever since the launch of GPT (Generative Pre Trained) by Open AI, the world has been taken by storm by Generative AI. From that period on, many Generative Models have come into the picture. With each release of new Generative Large Language Models, AI kept on coming closer to Human Intelligence. However, the Open […] The post Falcon AI: The New Open Source Large Language Model appeared first on Analytics Vidhya.

Modeling 313

Modeling Analytics 313

O'Reilly on Data

JULY 11, 2023

There’s a lot of angst about software developers “losing their jobs” to AI, being replaced by a more intelligent version of ChatGPT, GitHub’s Copilot, Google’s Codey, or something similar. Matt Welsh has been talking and writing about the end of programming as such. He’s asking whether large language models eliminate programming as we know it, and he’s excited that the answer is “yes”: eventually, if not in the immediate future.

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Testing Software Visualization Interactive 250

KDnuggets

JULY 7, 2023

Reinforcement learning basics to get your feet wet. Learn the components and key concepts in the reinforcement loading framework: from agents and rewards to value functions, policy, and more.

Optimization 106

Optimization Machine Learning 106

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Analytics

Analytics Vidhya

JULY 4, 2023

Introduction Be it twitter or Linkedin, I encounter numerous posts about Large Language Models(LLMs) each day. Perhaps I wondered why there’s such an incredible amount of research and development dedicated to these intriguing models. From ChatGPT to BARD, Falcon, and countless others, their names swirl around, leaving me eager to uncover their true nature.

Modeling 361

Modeling Analytics IT 361

Analytics Vidhya

JULY 7, 2023

Introduction Did you know that entry-level data analysts can earn up to $49,092 annually? In today’s data-driven world, data analytics careers span diverse industries, offering numerous pathways to enter this rapidly-growing field. Data is the primary decision-making tool for every organization. Analytics is an essential aspect of strategic planning across all sectors.

Data-driven 329

Data-driven Data Analytics Analytics Statistics 329

Analytics Vidhya

JULY 4, 2023

Introduction Denoising Autoencoders are neural network models that remove noise from corrupted or noisy data by learning to reconstruct the initial data from its noisy counterpart. We train the model to minimize the disparity between the original and reconstructed data. We can stack these autoencoders together to form deep networks, increasing their performance.

Modeling 328

Modeling Analytics IT Machine Learning 328

Analytics Vidhya

JULY 8, 2023

Today, GPT-4, OpenAI’s cutting-edge text-generating model, was made generally available, according to an excited release from the company. Through its API, the business is providing developers with access to this ground-breaking technology. Access to GPT-4 will be opened up to new developers by the end of the month, but existing OpenAI API developers with a […] The post OpenAI Provides Access For GPT-4 appeared first on Analytics Vidhya.

Modeling 323

Modeling Technology Analytics IT 323

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IT

Analytics Vidhya

JULY 1, 2023

Among numerous available exciting career choices, Power BI developer is one of the intriguing career options among professionals. With data analysis, visualization, interpretation, and business intelligence skills, setting your foot and heading over others requires consistency, practice, and an innovative mindset. Multiple career growth options are available in the field with reasonably accurate salaries to […] The post How to Become a Power BI Developer?

Business Intelligence 296

Business Intelligence Visualization Analytics 296

Analytics Vidhya

JULY 9, 2023

Introduction Artificial intelligence has come a long way from the fictional AI character JARVIS to real-life ChatGPT. However, human intelligence is an attribute that supports individuals in learning, comprehending, and coming up with innovative solutions to challenges, versus artificial intelligence, which imitates humans based on provided data. Since AI has become so prevalent today, a […] The post Artificial Intelligence vs.

Analytics 284

Analytics Machine Learning Data Science 284

Analytics Vidhya

JULY 1, 2023

Introduction Whether you are a cybernaut or not, the chances are that you have heard the ‘jobs AI can’t replace’’ debate. About 85 million jobs globally are grappling with the risk of becoming obsolete at the hands of automation by 2025. Artificial intelligence is making such headlines by serving a new invention every now and […] The post Jobs That AI Can’t Replace appeared first on Analytics Vidhya.

Risk 297

Risk Analytics Machine Learning 297

Analytics Vidhya

JULY 4, 2023

Introduction In the ever-evolving world of technology, we are witnessing a rapid surge in the development and deployment of AI products. Over the past six months, established tech giants and ambitious startups have made significant strides in artificial intelligence. While companies like Microsoft and OpenAI have garnered much attention, it’s essential to recognize that they […] The post Generative AI: Where Is the World Heading Towards?

Technology 261

Technology Analytics IT 261

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

Data Collection

Analytics Vidhya

JULY 5, 2023

Introduction Welcome to the future of language processing! In a world where language is the bridge connecting people and technology, advancements in Natural Language Processing (NLP) have opened up incredible opportunities. Among these advancements is the revolutionary Language Model, known as the LLM (Large Language Model), which has completely transformed the way we interact with […] The post Building LLM-Powered Applications with LangChain appeared first on Analytics Vidhya.

Interactive 296

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Analytics Vidhya

JULY 7, 2023

Introduction There have been recent surges and breakthroughs in the field of Generative artificial Intelligence causing disruptions in the data field. Companies are trying to see how to make the most of these innovations, such as ChatGPT. This will help any business take a competitive advantage. A new cutting-edge innovation is introducing a GenAI-powered data analysis […] The post Introducing PandasAI: A GenAI-powered Data Analysis Library appeared first on Analytics Vidhya.

Analytics 268

Analytics Modeling 268

Analytics Vidhya

JULY 10, 2023

In a stunning legal development, renowned comedian Sarah Silverman and acclaimed authors Christopher Golden and Richard Kadrey have filed lawsuits against OpenAI and Meta. These lawsuits, alleging copyright infringement, have thrust the use of AI models into the spotlight. The authors claim that OpenAI and Meta trained their ChatGPT and LLaMA models, respectively, on illicitly-acquired […] The post OpenAI and Meta Sued for Copyright Infringement appeared first on Analytics Vidhya.

Modeling 285

Modeling Analytics 285

Analytics Vidhya

JULY 7, 2023

Introduction I’m going to explain transformers encoders to you in very simple way. People who are having trouble learning transformers may read this blog post all the way through, and if you are interested in working in the NLP field, you should be aware of transformers at least as most industries use this state-of-the-art models […] The post Transformers Encoder | The Crux of the NLP Issues appeared first on Analytics Vidhya.

Modeling 290

Modeling Analytics Data Science 290

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

Analytics Vidhya

JULY 6, 2023

Introduction In this era of Generative Al, data generation is at its peak. Building an accurate machine learning and AI model requires a high-quality dataset. The quality assurance of the dataset is the most critical task, as poor data causes inaccurate analytics and unidentified predictions that can affect the entire repo of any business and […] The post Getting Started with Amazon SageMaker Ground Truth appeared first on Analytics Vidhya.

Machine Learning 283

Machine Learning Modeling Analytics IT 283

Analytics Vidhya

JULY 6, 2023

The global waste crisis is reaching alarming proportions. The World Bank estimates solid waste production will increase by 73% to 3.88 billion tonnes by 2050. Plastic waste, in particular, poses a significant challenge, with over 8.3 billion tonnes produced from the 1950s to 2015. However, a UK start-up called Greyparrot is harnessing the power of […] The post How is AI Technology Transforming Recycling?

Technology 283

Technology Analytics Management 283

Analytics Vidhya

JULY 10, 2023

In a keynote address at the Berlin Summit for the Earth Virtualization Engines initiative, NVIDIA founder and CEO Jensen Huang revealed how AI and digital twin technology are poised to unleash the next wave of innovation in climate research. The event, which gathered 180 attendees at the prestigious Harnack House in Berlin, emphasized the crucial […] The post NVIDIA’s AI to Save the Planet from Climate Change appeared first on Analytics Vidhya.

Technology 273

Technology Analytics Modeling 273

Analytics Vidhya

JULY 6, 2023

In recent events, the popular gaming platform, Steam, has taken a firm stance against AI-generated content that may infringe on copyright laws. Several developers have faced rejection and frustration as they attempted to publish games featuring AI-generated assets on the platform. This has sparked a debate in the gaming community about using AI technology and […] The post AI-Generated Content Can Put Developers at Risk appeared first on Analytics Vidhya.

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Risk Publishing Technology Analytics 273

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. 📊 Join us for a practical webinar hosted by Kevin Kai Wong of Emergent Ene

Manufacturing

Analytics Vidhya

JULY 3, 2023

Introduction The Mann-Kendall trend test, named after H. A. Mann and D. R. Kendall, It’s non-parametric test used to determine the trend to be significant overtime. The trend can be monotonically increasing or decreasing overtime. Since it is non-parametric test so we don’t have to worry about distribution of the data. But the data should not have serial correlation/Autocorrelation […] The post Mann-Kendall Trend Test Using Python appeared first on Analytics Vidhya.

Testing 267

Testing Analytics IT Statistics 267

Analytics Vidhya

JULY 3, 2023

Introduction In the ever-changing tech landscape, a captivating phenomenon has emerged: the Metaverse. Leading this domain is visionary co-founder Varun Sharma, whose passion for AI propels his journey to reshape virtual realms. Meet Varun, the AI Evangelist harnessing the power of the Metaverse and AI for extraordinary human interactions, creativity, and entrepreneurship.

Interactive 267

Interactive Analytics Technology 267

Analytics Vidhya

JULY 10, 2023

Chatbots have become increasingly standard and valuable interfaces employed by numerous organizations for various purposes. They find numerous applications across different industries, such as providing personalized product recommendations to customers, offering round-the-clock customer support for query resolution, assisting with customer bookings, and much more.

Analytics 261

Analytics 261

Analytics Vidhya

JULY 3, 2023

Introduction ONNX, also known as Open Neural Network Exchange, has become widely recognized as a standardized format that facilitates the representation of deep learning models. Its usage has gained significant traction due to its ability to promote seamless interchange and collaboration between various frameworks including PyTorch, TensorFlow, and Cafe2.

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Modeling Deep Learning Analytics IT 266

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

Modeling