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 137

Cost-Benefit Sales Technology Management 137

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 385

Analytics 385

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.

Modeling 270

Modeling Analytics IT 270

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

Consulting 246

Consulting Interactive Software IT 246

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.

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 107

Modeling IT Machine Learning 107

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

Laminar Security

JULY 19, 2023

Laminar Launches Two New Solutions to Become First Full Data Security Platform for Multi-Cloud and SaaS Environments In today’s data-driven world, cloud computing has become the backbone of innovation and growth for enterprises across all industries. With an overwhelming majority of organizations utilizing cloud services and applications, data security has emerged as a critical concern by more than 93% of organizations.

Data Warehouse 91

Data Warehouse Data-driven Data Governance Risk 91

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 368

Modeling Analytics 368

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.

Testing 248

Testing Software Visualization Interactive 248

KDnuggets

JULY 28, 2023

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.

Statistics 103

Statistics IT 103

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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

Smart Data Collective

JULY 24, 2023

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).

Management 87

Management Cost-Benefit Data-driven Predictive Analytics 87

CIO Business Intelligence

JULY 4, 2023

It’s not uncommon for CIOs, CISOs, and sometimes their direct reports to be called on to participate in board meetings or to present IT strategies and plans to their boards of directors. If you don’t join board meetings often, preparation is paramount, starting with learning about the directors’ backgrounds and reviewing minutes from previous meetings.

IT 135

IT Digital Transformation Risk Consulting 135

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 125

Machine Learning Visualization IoT Digital Transformation 125

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 357

Modeling Analytics IT 357

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Visualization

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 353

Data-driven Data Analytics Analytics Statistics 353

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 352

Modeling Analytics IT Machine Learning 352

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 348

Modeling Technology Analytics IT 348

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 329

Business Intelligence Visualization Analytics 329

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 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 320

Analytics Machine Learning Data Science 320

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 315

Risk Analytics Machine Learning 315

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 313

Technology Analytics IT 313

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 306

Interactive Modeling Technology Analytics 306

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

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 304

Analytics Modeling 304

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 296

Modeling Analytics 296

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 296

Modeling Analytics Data Science 296

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 296

Machine Learning Modeling Analytics IT 296

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

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 296

Technology Analytics Management 296

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 295

Technology Analytics Modeling 295

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.

Risk 295

Risk Publishing Technology Analytics 295

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 295

Testing Analytics IT Statistics 295

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