Analytics Vidhya

MARCH 14, 2024

However, these developments have raised deployment challenges and concerns about environmental footprint and economic cost due to high energy consumption. 1-bit model architectures such as BitNet […] The post Microsoft’s 1-bit LLMs Explained appeared first on Analytics Vidhya.

Modeling 266

Modeling Analytics 266

Smart Data Collective

JULY 2, 2019

Big data is playing a surprisingly important role in the evolution of renewable energy. IBM recently published a fascinating paper on the applications of big data for solar and other green energy sources. Other researchers around the world are also talking about the role of data analytics in this dynamic, growing field.

Data Analytics 76

Data Analytics Internet of Things Analytics Big Data 76

Analytics Vidhya

MARCH 26, 2024

Introduction Have you ever wished you could channel your creative energy into writing songs but struggled to find the right words or melody? One such tool is Suno […] The post Suno AI: Now Anyone can Create Music of All Genres appeared first on Analytics Vidhya.

Technology 231

Technology Analytics Deep Learning Machine Learning 231

Analytics Vidhya

JANUARY 3, 2024

Introduction Time-series forecasting is a crucial task in various domains, including finance, sales, and energy demand. appeared first on Analytics Vidhya. Accurate forecasting allows businesses to make informed decisions, optimize resources, and plan for the future effectively.

Forecasting 272

Forecasting Finance Sales Optimization 272

Analytics Vidhya

FEBRUARY 28, 2024

Khadilkar’s expertise across air and rail transport, energy, and supply chain management enriches our discussion. Let’s discover trends in generative AI, learn from Dr. […] The post From Reinforcement to Revolution: Harshad Khadilkar’s Journey in Leading AI Trends appeared first on Analytics Vidhya.

Finance 232

Finance Management Analytics 232

Analytics Vidhya

FEBRUARY 16, 2023

Aim of researchers and utilities are Timely and accurate billing, a better understanding of home energy use, easing the transition to renewable energy […] The post Role of Artificial Intelligence in Smart Meters appeared first on Analytics Vidhya.

Analytics 284

Analytics Machine Learning Modeling 284

Analytics Vidhya

JANUARY 9, 2024

Situated at the Oak Ridge National Laboratory in Tennessee and managed by the Department of Energy, Frontier’s accomplishment places it in direct competition with advanced AI models, notably […] The post World’s Most Powerful Supercomputer Achieves 1 Trillion Parameter LLM Run appeared first on Analytics Vidhya.

Modeling 248

Modeling Technology Management Analytics 248

Analytics Vidhya

APRIL 19, 2023

Introduction According to a report by the International Energy Agency (IEA), the lifecycle of buildings from construction to demolition was responsible for 37% of global energy-related and process-related CO2 emissions in 2020.

Machine Learning 230

Machine Learning Strategy Reporting Analytics 230

Analytics Vidhya

MAY 26, 2022

Introduction Have you ever wondered what an audio’s Amplitude Envelope and RMS energy are? The post Comparison of the RMS Energy and the Amplitude Envelope appeared first on Analytics Vidhya. And, if you had to choose, which of these do you believe would be most resilient to outliers?

Data Science 331

Data Science Publishing Analytics 331

Analytics Vidhya

SEPTEMBER 12, 2023

In this article, we’ll delve into how AI’s insatiable appetite for energy impacts our environment and what tech giants […] The post AI’s Growing Thirst May Cause Global Water Shortage appeared first on Analytics Vidhya.

Technology 292

Technology Analytics 292

Analytics Vidhya

AUGUST 16, 2023

With growing concerns about the environmental impact of energy-hungry AI systems, this innovation could mark a significant step towards more energy-efficient and sustainable AI technologies.

Technology 217

Technology Analytics 217

ScienceSoft

MARCH 18, 2020

Have a look at what smart grids powered by big data analytics have to offer for next-level maintenance, power quality monitoring and load management in the energy industry.

Big Data 52

Big Data Data Analytics Analytics Management 52

IBM Big Data Hub

APRIL 22, 2024

We believe there are three core areas that every organization should focus on: sustainability strategy and reporting; energy transition and climate resilience; and intelligent asset, facility and infrastructure management. We also know that using AI requires vast amounts of energy and data.

IoT 83

IoT Internet of Things Cost-Benefit Reporting 83

Analytics Vidhya

NOVEMBER 25, 2020

It is like energy. A Simple Guide to Keyword Extraction in Python appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Introduction Unstructured data contains a plethora of information. The post Words that matter!

Unstructured Data 365

Unstructured Data Data Science Publishing Analytics 365

Analytics Vidhya

APRIL 11, 2023

Marketing automation tools improve productivity and clear up time and energy that often is efficiently used for tasks that are on […] The post 18 Must-Have Marketing Automation Tools to Streamline Your Marketing Efforts! appeared first on Analytics Vidhya.

Marketing 219

Marketing Technology Analytics IT 219

IBM Big Data Hub

FEBRUARY 29, 2024

As more countries, companies and individuals seek energy sources beyond fossil fuels, interest in renewable energy continues to rise. In fact, world-wide capacity for energy from solar, wind and other renewable sources increased by 50% in 2023. What is renewable energy? trillion in 2023. trillion in 2023.

IoT 102

IoT Internet of Things Optimization Manufacturing 102

Analytics Vidhya

NOVEMBER 12, 2020

Introduction In this short article, I will talk about unsupervised learning especially in the energy domain. The post Deep Unsupervised Learning in Energy Sector – Autoencoders in Action appeared first on Analytics Vidhya. The blog would mainly focus on the application.

Analytics 253

Analytics Deep Learning 253

Jen Stirrup

APRIL 16, 2024

The Green Hydrogen Summit, hosted in Abu Dhabi by Masdar, kicked off this year with a significant focus on Artificial Intelligence and data to advance the green hydrogen economy for a sustainable energy transition. AI systems within smart grids can forecast energy loads, manage storage, and control the distribution of hydrogen-based energy.

Data Processing 57

Data Processing Data-driven Optimization Forecasting 57

Analytics Vidhya

FEBRUARY 21, 2023

Introduction The internet is a wealth of knowledge and information, which may confuse readers and make them use more time and energy looking for accurate information about particular areas of interest.

Modeling 190

Modeling Analytics 190

Dataiku

JANUARY 27, 2022

When it comes to deeply embedding analytics throughout the organization, though, Schlumberger has been a longtime leader. More than ever, organizations have been able to move from lofty goals to real-world AI implementations.

Analytics 59

Analytics Testing Data Processing IT 59

Analytics Vidhya

JANUARY 14, 2021

The post Use R To Pull Energy Data From The Department of Energy’s EIA API appeared first on Analytics Vidhya. ArticleVideos Note: I have written a Python version of this article, you can access that article here. The beginning of each article is the.

Analytics 187

Analytics Data mining 187

Jen Stirrup

AUGUST 18, 2023

The oil and gas industry is championing AI as another leader at the table, advancing profitability, sustainability and environmental responsibility as the industry looks to future solutions to meet energy needs. AI-powered analytics can help predict energy demand, supply, and market trends.

Optimization 96

Optimization Cost-Benefit IoT Data-driven 96

CIO Business Intelligence

OCTOBER 23, 2023

And the importance of energy efficiency for enterprise IT cannot be overstated. And we’re committed to helping customers meet their energy-efficiency targets too. When it comes to infrastructure solutions, Dell offers a range of energy-efficient hardware options to help you build the most efficient infrastructure you can.

Digital Transformation 115

Digital Transformation Cost-Benefit Optimization Metrics 115

Smart Data Collective

JANUARY 21, 2021

Many people don’t realize the countless benefits that big data has provided for the solar energy sector. A growing number of solar energy companies are using new advances in data analytics and machine learning to increase the value of their products. We wanted to talk more specifically about solar energy, though.

Big Data 132

Big Data Cost-Benefit Data-driven Machine Learning 132

CIO Business Intelligence

JANUARY 31, 2024

Concerns that AI contributes to global warming stem from estimates that GPUs used to develop and keep AI models running use four times as much energy as those serving conventional cloud applications, and that AI could be on track to use as much electricity as Ireland. Data analytics lead Diego Cáceres urges caution about when to use AI.

Cost-Benefit 120

Cost-Benefit Modeling Testing IoT 120

CIO Business Intelligence

SEPTEMBER 26, 2023

Swiss energy services company IWB has a vision of a world with a fully renewable, climate-friendly energy supply. That changed in 2017 when Swiss voters approved an energy act that would reduce the country’s dependency on fossil fuels by 2050. Analytics would allow users to gain immediate insights into circumstances.

Machine Learning 98

Machine Learning Forecasting Measurement Data Warehouse 98

CIO Business Intelligence

NOVEMBER 15, 2022

Digitally reduce energy usage: Gartner believes that CIOs should use cloud, data and analytics to establish a “base load” – an overview of how much energy the organisation has consumed. Approximately 34% are increasing investment in artificial intelligence (AI) and 24% in hyper-automation as well.

Digital Transformation 140

Digital Transformation Experimentation Risk Metrics 140

IBM Big Data Hub

JANUARY 29, 2020

The latest edition for the Analytics Hero blog series.

Analytics 85

Analytics 85

CIO Business Intelligence

JUNE 2, 2022

What’s impressive is how the Wilkes-3 performs both quickly and efficiently, reducing energy use while supporting simulations, AI, and data analytics for research across the university and the UK. Rmax [PFlop/s], 74 Power (kW), and an energy efficiency of 30.797 [GFlops/watts]. Intel® Technologies Move Analytics Forward.

Machine Learning 136

Machine Learning Deep Learning Data Quality Strategy 136

Smart Data Collective

MARCH 21, 2022

Buildings consume around 42% of the energy of the world. Changes in occupancy and building use can lead to high energy costs, uncomfortable environments, and poor-quality indoor air. It is, however, difficult to identify the energy waste areas using traditional maintenance. Analytics is the Answer. The Future.

Big Data 136

Big Data Internet of Things IoT Dashboards 136

CIO Business Intelligence

APRIL 19, 2023

“Transformation using these technologies is not just about finding ways to reduce energy consumption now,” says Binu Jacob, Head of IoT, Microsoft Business Unit, Tata Consultancy Services (TCS). It’s also about being able to capture the insights needed to better forecast energy consumption in the future.”

IoT 90

IoT Internet of Things Optimization Digital Transformation 90

Data Virtualization

DECEMBER 1, 2023

Reading Time: 3 minutes In previous articles in this series, I examined the challenges facing energy utilities and how data and analytics can help to overcome them. In earlier posts, I discussed the challenges of decarbonization and electrification. In this post, I’m focusing on.

Data Integration 40

Data Integration Management Internet of Things Analytics 40

IBM Big Data Hub

JULY 25, 2023

New technologies are shaping the way we produce, distribute and consume energy. alone has installed nearly 10,000 electricity generation units, connected by more than 300,000 miles of transmission lines and capable of generating over a million megawatts of energy. Software and analytics: Smart grids generate massive amounts of data.

Optimization 59

Optimization Technology Measurement Cost-Benefit 59

Smart Data Collective

APRIL 21, 2022

One of the most significant is the solar energy sector. Smart Solar is the Future of Renewable Energy. Currently, the energy sector is undergoing significant transformations due to growing environmental issues. Photovoltaic solar energy can come with high unpredictability. The global smart solar market was worth over $8.5

IoT 100

IoT Internet of Things Forecasting Predictive Modeling 100

CIO Business Intelligence

FEBRUARY 26, 2024

Empower employees to gain skills in data science, data analytics, ML, and project management. Electrical giant Phillips cleverly responded to customer concerns about energy costs, despite not being an energy company. Also consider job shares, part-time hours, or flexible contracts where redeployment isn’t appropriate.

Experimentation 116

Experimentation Cost-Benefit Digital Transformation Risk 116