Data Science Connect

JULY 25, 2023

In the face of climate change and its adverse impact on weather patterns, East Africa is grappling with the recurrent challenge of droughts. However, a ray of hope shines through as researchers develop a groundbreaking drought prediction model.

Data Scientist 100

Data Scientist Data Quality Machine Learning Machine Learning 100

Heartbeat

JANUARY 3, 2024

In a world where glaciers are receding, wildfires are intensifying, and sea levels are rising, the urgency of addressing the climate crisis has never been more palpable. But can ML also be the game-changer in our fight against climate change? This article explores the intricate intersection of ML and climate change mitigation.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

IBM Journey to AI blog

APRIL 21, 2023

With failed crops, low yields for farmers and diminished grazing for cattle, the Texas Department of Agriculture identified climate change as a potential threat to the state’s food supply. In Texas, 2022 was one of the driest years on record.

Artificial Intelligence 89

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 89

Smart Data Collective

JUNE 10, 2019

Sustainability is a major concern for many businesses. However, big data could actually be a wonderful solution for many sustainability problems. People that know me are aware that I have a blog on sustainability, as well as Smart Data Collective. This can help mitigate the threat of climate change in the future.

Analytics 105

Analytics Analytics Big Data Big Data 105

IBM Journey to AI blog

JUNE 8, 2023

These ecosystems play a vital role in sustaining marine life, capturing CO2 and mitigating the effects of global warming, presenting an opportunity to form part of an enterprise’s overall plan to address its sustainability goals and reduce its impact on the environment. One thing is for certain: oceans are vital to our existence.

AI 82

AI AI Business Intelligence Business Intelligence 82

Smart Data Collective

SEPTEMBER 13, 2023

One of the biggest ways that data analytics is changing marketing is that it can help with marketing research. Startups require a solid foundation founded on extensive market research to flourish in this volatile climate. Global companies are projected to spend over $9.7 What are their concerns, requirements, and preferences?

Analytics 104

Analytics Analytics Big Data Big Data 104

Dataconomy

AUGUST 2, 2023

For decades, researchers have strived to unlock its full potential, seeking to discover materials that can exhibit superconducting properties at room temperature. This groundbreaking material was initially discovered and synthesized by a team of researchers, which included Sukbae Lee and Ji-Hoon Kim from Korea University. C or -459.67°F),

Artificial Intelligence 172

Artificial Intelligence Artificial Intelligence Data Analysis Data Analysis 172

Ocean Protocol

JANUARY 10, 2024

Warm or cold, good or bad, global climate constantly changes in various ways. This data challenge used carbon emission rates sorted by each country to prove or debunk common climate change assumptions with data science. Each data set weighed its metric at the country level, sector-specific data, per GDP, and Per Capita emission rates.

Data Science 52

Data Science Exploratory Data Analysis Support Vector Machines Data Analysis 52

Smart Data Collective

SEPTEMBER 30, 2021

Taking artificial intelligence a step further and implementing it into our cities and infrastructures has the potential for improving operating efficiencies, aiding in sustainability efforts, urban planning and more. With climate change on the rise, more severe weather events such as drought are becoming more prevalent.

Machine Learning 122

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 122

DrivenData Labs

NOVEMBER 16, 2023

This is a follow-on post to a previous summary of the ways that organizations are using AI for climate action. Climate change poses a massive challenge, with far-reaching impacts. In our previous post, we summarized 5 ways organizations are using AI for climate action. They included: ? Managing natural resources ?️

AI 292

AI AI Machine Learning Machine Learning 292

Smart Data Collective

JUNE 16, 2022

Deep Learning Technology has started being used increasingly in managing parking areas. Parking Systems and The Current Crisis . Such intelligent devices, gadgets, and systems encompass automation, smart sensor networks, communication systems, and various other gadgets. Learn more here. What is Deep Learning Technology.

Deep Learning 131

Deep Learning Deep Learning Internet of Things Machine Learning 131

Smart Data Collective

SEPTEMBER 9, 2020

Even climate change is one area where experts see that technology can enable the use of machines to enhance energy production. It is also evident that bots have a major role in healthcare by focusing efforts into more accurate solutions in healthcare and using robotics in research for medical sciences.

AI 110

AI AI Data Mining Data Mining 110

Ocean Protocol

DECEMBER 6, 2023

Key Focus Areas and Tools: Innovative applications in DeFi, AI, and environmental sectors. The registration period is between December 7th — December 15th, 2023. This Holiday Build-A-Thon is your chance to explore the limits of Ocean Technology and integrate it into various applications.

Predictive Analytics 59

Predictive Analytics Data Science Hypothesis Testing Data Scientist 59

AWS Machine Learning Blog

APRIL 22, 2024

Organizations are facing ever-increasing requirements for sustainability goals alongside environmental, social, and governance (ESG) practices. survey revealed that 87 percent of business leaders expect to increase their organization’s investment in sustainability over the next years. A Gartner, Inc.

AI 111

AI AI AWS Deep Learning 111

Cambridge Intelligence

MARCH 29, 2023

For example, organizations working with knowledge graphs to understand retail, e-commerce and customer 360 already have the fundamental technology to explore similar connections in retail banking or research-intensive industries like healthcare and pharmaceuticals 2. But it’s not just existing competitors that CEOs need to worry about.

Data Visualization 52

Data Visualization Data Analysis Data Analysis Big Data 52

Smart Data Collective

JULY 2, 2019

Other researchers around the world are also talking about the role of data analytics in this dynamic, growing field. The advocates of the “green” model are relying on climate change and increased competition from the renewable market to find new ways to increase production capacity and efficiency.

Analytics 76

Analytics Analytics Big Data Big Data 76

AWS Machine Learning Blog

FEBRUARY 24, 2023

In recent years, advances in computer vision have enabled researchers, first responders, and governments to tackle the challenging problem of processing global satellite imagery to understand our planet and our impact on it. To train this model, we need a labeled ground truth subset of the Low Altitude Disaster Imagery (LADI) dataset.

AWS 85

AWS Data Pipeline ML ML 85

Dataconomy

FEBRUARY 5, 2024

They’ve achieved a world record for the most efficient solar panel ever created, marking a significant step towards a cleaner and more sustainable future. Increased power generation : Imagine solar panels generating 25% more electricity on the same surface area. What is climate tech and what it means for the future of humanity?

121

121

DrivenData Labs

APRIL 10, 2024

Despite their importance, kelp forests face mounting threats from climate change, overfishing, and unsustainable practices. The Challenge ¶ “Underwater kelp forests nurture vibrant and diverse ecosystems around the world. These pressures can manifest locally or globally, and with complicated spatial dynamics.

Deep Learning 130

Deep Learning Deep Learning Machine Learning Machine Learning 130

DrivenData Labs

JULY 19, 2023

How can we use data and AI to help combat the effects of climate change? The climate around us is changing, and how we mitigate and adapt to its effects will have deep and lasting impacts for ourselves, our children, other species, and the planet. ¶ The current generation of humanity is faced with a massive challenge.

AI 130

AI AI Machine Learning Machine Learning 130

DrivenData Labs

NOVEMBER 14, 2023

Our world is facing many urgent challenges, like climate change, water insecurity, and food insecurity. The goal of the Pale Blue Dot: Visualization Challenge is to illustrate how these datasets can advance three key UN Sustainable Development Goals (SDGs): 2 - Zero Hunger, 6 - Clean Water and Sanitation, and 13 - Climate Action.

Python 162

Python AWS Azure Data Analysis 162

AWS Machine Learning Blog

SEPTEMBER 29, 2023

Amazon SageMaker geospatial capabilities combined with Planet ’s satellite data can be used for crop segmentation, and there are numerous applications and potential benefits of this analysis to the fields of agriculture and sustainability. The analysis that inspired this post was originally written by Jennifer Reiber Kyle.

Machine Learning 111

Machine Learning Machine Learning ML ML 111

Hacker News

MAY 9, 2024

The thousands of rocket launches needed to loft and maintain these space power stations would dump lots of soot, carbon dioxide, and other pollutants into the stratosphere, with uncertain climate impacts. Naval Research Laboratory has already beamed more than a kilowatt of power between two ground antennas about a kilometer apart.

179

179

Dataconomy

SEPTEMBER 5, 2023

As researchers delved deeper into the micro-world, they discovered new materials, processes, and principles that have transformed technology as we know it. In technology, there are few symbols as ubiquitous as the micro symbol, μ. But where did it come from, and how has its use on a micro-scale changed the technology of today?

202

202

AWS Machine Learning Blog

SEPTEMBER 18, 2023

Arup is a global collective of designers, consultants, and experts dedicated to sustainable development. Informing design decisions towards more sustainable choices reduces the overall urban heat islands (UHI) effect and improves quality of life metrics for air quality, water quality, urban acoustics, biodiversity, and thermal comfort.

Data Scientist 92

Data Scientist AWS ML ML 92

Google Research AI blog

FEBRUARY 28, 2023

Posted by Posted by Leslie Yeh, Director, University Relations (This is Part 9 in our series of posts covering different topical areas of research at Google. Sharing knowledge is essential to Google’s research philosophy — it accelerates technological progress and expands capabilities community-wide.

ML 72

ML ML Deep Learning Deep Learning 72

IBM Journey to AI blog

FEBRUARY 14, 2024

Shifting to these renewable energy sources is key to the fight against climate change. Today, a variety of incentives and subsidies help make it easier for companies to lean on renewable resources as a stable source of power to help alleviate the climate crisis. Common examples include solar power, hydropower and wind power.

Machine Learning 54

Machine Learning Machine Learning Analytics Analytics 54

AWS Machine Learning Blog

OCTOBER 25, 2023

The global warming potential of CH4 is 86 times that of CO2 and the Intergovernmental Panel on Climate Change (IPCC) estimates that methane is responsible for 30 percent of observed global warming to date. Rapidly reducing leakage of CH4 into the atmosphere represents a critical component in the fight against climate change.

AWS 86

AWS Machine Learning Machine Learning ML 86

IBM Journey to AI blog

FEBRUARY 14, 2024

Shifting to these renewable energy sources is key to the fight against climate change. Today, a variety of incentives and subsidies help make it easier for companies to lean on renewable resources as a stable source of power to help alleviate the climate crisis. Common examples include solar power, hydropower and wind power.

Machine Learning 40

Machine Learning Machine Learning Analytics Analytics 40

Dataconomy

JULY 3, 2023

Inspired by nature’s own processes, evolutionary computing uses smart algorithms to tackle complex challenges in various areas. For those who care about the environment, evolutionary computing plays a big role in fighting climate change and promoting sustainability. But it doesn’t stop there.

Algorithm 91

Algorithm Artificial Intelligence Artificial Intelligence Clustering 91

IBM Journey to AI blog

JANUARY 26, 2024

They are widely considered to be the main causes of climate change and specifically, global warming. Wind energy is a cost-effective way to incorporate clean, sustainable energy into the power supply. Most renewable energy sources produce zero carbon emissions and minimal air pollutants.

Artificial Intelligence 76

Artificial Intelligence Artificial Intelligence AI AI 76

Heartbeat

MARCH 8, 2023

Text categorization is supported by a number of programming languages, including R, Python, and Weka, but the main focus of this article will be text classification with R. It also provides a wide range of packages and features designed specifically for NLP and text classification. You can read more about the R language here.

Machine Learning 52

Machine Learning Machine Learning Algorithm Data Mining 52

Google Research AI blog

FEBRUARY 2, 2023

Posted by Phitchaya Mangpo Phothilimthana, Staff Research Scientist, and Adam Paszke, Staff Research Scientist, Google Research (This is Part 3 in our series of posts covering different topical areas of research at Google. Great machine learning (ML) research requires great systems.

ML 72

ML ML Algorithm Machine Learning 72

DrivenData Labs

APRIL 28, 2024

Democratizing the benefits of data science requires changing both how we conduct research and who is involved. The Pale Blue Dot challenge asked participants to create visualizations using public Earth observation data that advanced the Sustainable Development Goals of zero hunger, clean water, and climate action.

Data Science 130

Data Science Python Algorithm Machine Learning 130

Hacker News

JUNE 5, 2023

And though it may not be as immediately apparent, e-waste is contributing directly to the climate crisis, as greenhouse gases from discarded items like refrigerators and air conditioners leak into the atmosphere. Even though the continent only produced 2.9 kg per capita) of e-waste in 2019 — far less than Asia (24.9 Mt), the Americas (13.1

123

123

IBM Journey to AI blog

MARCH 13, 2024

Our research shows that 42% of large enterprises have AI actively deployed while another 40% are in the experimentation phase (source: IBM Global AI Adoption Index ). IBM believes that scaling AI with governance is the path to sustainable, ethically responsible AI —boosting customer trust and corporate reputation.

AI 79

AI AI Machine Learning Machine Learning 79

Hacker News

JULY 14, 2023

This was said in the context of thinking about how the various management roles around the company interact: line managers run teams and projects, directors run the day-to-day work of the company, and execs (including VPs) focus above all on strategy, external-facing matters, and longer-term planning for the company’s future.

Computer Science 123

Computer Science Computer Science Clustering 123