insideBIGDATA

OCTOBER 30, 2024

In this contributed article, Ashley Marron, CEO of MindGenius, observes that as we approach the second anniversary of the launch of ChatGPT, it's important to look at the impact AI has had on business technology, radically changing how companies and industries work, in that short time.

Machine Learning 284

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Analytics Vidhya

JANUARY 15, 2025

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. Through tools like LIME and SHAP, we demonstrate how to gain insights […] The post ML and AI Model Explainability and Interpretability appeared first on Analytics Vidhya.

ML 271

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Dataconomy

APRIL 29, 2025

Model fairness in AI and machine learning is a critical consideration in todays data-driven world. With the increasing reliance on AI systems in various sectors, ensuring that these models treat all individuals equitably is crucial. What is model fairness in AI and machine learning? What is bias?

Machine Learning 91

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Data Science Dojo

FEBRUARY 13, 2025

If you want to stay ahead of the curve, networking with top AI minds, exploring cutting-edge innovations, and attending AI conferences is a must. According to Statista, the AI industry is expected to grow at an annual rate of 27.67% , reaching a market size of US$826.70bn by 2030. Lets dive in!

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Machine Learning Mastery

JANUARY 8, 2025

Data scientists, machine learning practitioners, and AI engineers alike can fall into common training or fine-tuning patterns that could compromise a model’s performance or scalability. This article aims to identify five common mistakes to avoid when training […]

Data Scientist 271

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Dataconomy

APRIL 28, 2025

Attention in machine learning has rapidly evolved into a crucial component for enhancing the capabilities of AI systems. What is attention in machine learning? By doing so, it enhances the relevance and accuracy of the outputs produced by machine learning models.

Machine Learning 91

Machine Learning Machine Learning Natural Language Processing AI 91

Analytics Vidhya

OCTOBER 14, 2024

Introduction While FastAPI is good for implementing RESTful APIs, it wasn’t specifically designed to handle the complex requirements of serving machine learning models. FastAPI’s support for asynchronous calls is primarily at the web level and doesn’t extend deeply into the model prediction layer.

Machine Learning 222

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Data Science Dojo

NOVEMBER 10, 2023

Generative AI is a branch of artificial intelligence that focuses on the creation of new content, such as text, images, music, and code. This is done by training machine learning models on large datasets of existing content, which the model then uses to generate new and original content. Want to build a custom large language model ?

Python 524

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Dataconomy

APRIL 28, 2025

Model explainability in machine learning is a pivotal aspect that affects not only the technologys performance but also its acceptance in society. As machine learning algorithms become increasingly complex, understanding how they reach decisions becomes essential. What is model explainability in machine learning?

Machine Learning 91

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insideBIGDATA

MARCH 18, 2024

Today at NVIDIA GTC, Hewlett Packard Enterprise (NYSE: HPE) announced updates to one of the industry’s most comprehensive AI-native portfolios to advance the operationalization of generative AI (GenAI), deep learning, and machine learning (ML) applications.

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Analytics Vidhya

JANUARY 2, 2025

In this Leading with Data session, we dive into the journey of Anand Ranganathan, a visionary in AI and machine learning. From his early days at IBM to co-founding innovative startups like Unscramble and 1/0, Anand shares insights into the challenges, transformations, and future of AI.

Machine Learning 271

Machine Learning Machine Learning AI AI 271

Analytics Vidhya

DECEMBER 7, 2024

Python’s versatility and readability have solidified its position as the go-to language for data science, machine learning, and AI. With a rich ecosystem of libraries, Python empowers developers to tackle complex tasks with ease.

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insideBIGDATA

NOVEMBER 4, 2024

In this contributed article, Boaz Mizrachi, Co-Founder and CTO of Tactile Mobility, discusses how AI and machine learning are redefining the driving experience by personalizing every aspect of vehicle interaction, from tailored comfort settings to predictive maintenance.

Machine Learning 243

Machine Learning Machine Learning AI AI 243

Analytics Vidhya

DECEMBER 7, 2024

HuggingFace Spaces is a platform that enables developers and researchers to create, deploy, and share machine learning applications effortlessly. Spaces provide a simple and collaborative environment to host interactive demos of machine learning models using frameworks like Gradio and Streamlit.

Machine Learning 205

Machine Learning Machine Learning AI AI 205

Machine Learning Mastery

APRIL 8, 2025

Nowadays, everyone across AI and related communities talks about generative AI models, particularly the large language models (LLMs) behind widespread applications like ChatGPT, as if they have completely taken over the field of machine learning.

Machine Learning 231

Machine Learning Machine Learning AI AI 231

insideBIGDATA

DECEMBER 30, 2023

Scientists at the Department of Energy’s Pacific Northwest National Laboratory have put forth a new way to evaluate an AI system’s recommendations. The expert learns which types of data the machine-learning system typically classifies correctly, and which data types lead to confusion and system errors.

Machine Learning 511

Machine Learning Machine Learning ML ML 511

Analytics Vidhya

DECEMBER 4, 2024

The AWS re:Invent 2024 event was packed with exciting updates in cloud computing, AI, and machine learning. AWS showed just how committed they are to helping developers, businesses, and startups thrive with cutting-edge tools.

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AWS Cloud Data Cloud Computing Machine Learning 206

insideBIGDATA

NOVEMBER 30, 2024

In this contributed article, Aayam Bansal explores the increasing reliance on AI in surveillance systems and the profound societal implications that could lead us toward a surveillance state.

AI 414

AI AI Machine Learning Machine Learning 414

Towards AI

APRIL 21, 2025

Author(s): Yuval Mehta Originally published on Towards AI. Photo by Andrea De Santis on Unsplash In a world increasingly enamored by the shimmering promise of generative AI, its easy to forget the models that quietly power much of the technology we rely on every day. They are about precision, predictability, and often, explainability.

Machine Learning 75

Machine Learning Machine Learning Decision Trees ML 75

insideBIGDATA

APRIL 2, 2025

benchmark suite, which delivers machine learning (ML) system performance benchmarking. The rorganization said the esults highlight that the AI community is focusing on generative AI. Today, MLCommons announced new results for its MLPerf Inference v5.0

Machine Learning 406

Machine Learning Machine Learning ML ML 406

KDnuggets

APRIL 15, 2025

AI Con USA, the premier event for artificial intelligence and machine learning professionals, is set to take place from June 813, 2025.

Artificial Intelligence 323

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 323

insideBIGDATA

JUNE 19, 2024

We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. The team here at insideBIGDATA is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe.

Big Data 513

Big Data Big Data Deep Learning Deep Learning 513

Data Science Dojo

OCTOBER 31, 2024

According to Google AI, they work on projects that may not have immediate commercial applications but push the boundaries of AI research. Key Skills: Mastery in machine learning frameworks like PyTorch or TensorFlow is essential, along with a solid foundation in unsupervised learning methods.

Data Science 195

Data Science Data Scientist Machine Learning Machine Learning 195

Flipboard

MARCH 16, 2025

GUEST: AI has evolved at an astonishing pace. Back in 2017, my firm launched an AI Center of Excellence. AI was certainly getting better at predictive analytics and many machine learning (ML) algorithms were being used for voice recognition, spam detection, spell ch… Read More

Predictive Analytics 178

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Dataconomy

APRIL 8, 2025

Black box AI models have revolutionized how decisions are made across multiple industries, yet few fully understand the intricacies behind these systems. What are black box AI models? Black box AI models describe systems where the inner workings and decision-making processes are not disclosed to users.

Machine Learning 132

Machine Learning Machine Learning AI AI 132

Flipboard

NOVEMBER 20, 2024

Schrödinger CEO Ramy Farid wants you to know that his company isn’t an AI company…but he’ll call it that if you want to. Its physics-based predictions, more accurate than the approximations made by machine learning’s pattern recognition, then began to work, said Farid.

Artificial Intelligence 178

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 178

insideBIGDATA

OCTOBER 22, 2024

We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. The team here at insideAI News is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe.

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Flipboard

APRIL 27, 2025

As a computer scientist who has been immersed in AI ethics for about a decade, Ive witnessed firsthand how the field has evolved. Today, a growing number of engineers find themselves developing AI solutions while navigating complex ethical considerations. For instance, there are many different definitions of fairness in AI.

AI 175

AI AI Machine Learning Machine Learning 175

Flipboard

NOVEMBER 7, 2024

Today, this practice is evolving to harness the power of machine learning and massive datasets. With lots of data, a strong model and statistical thinking, scientists can make predictions about all sorts of complex phenomena.

Machine Learning 178

Machine Learning Machine Learning AI AI 178

insideBIGDATA

JANUARY 18, 2024

We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. The team here at insideBIGDATA is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe.

Big Data 513

Big Data Big Data Deep Learning Deep Learning 513

Towards AI

FEBRUARY 10, 2025

Last Updated on February 10, 2025 by Editorial Team Author(s): MSVPJ Sathvik Originally published on Towards AI. We have used machine learning models and natural language processing (NLP) to train and identify distress signals.

Data Science 101

Data Science Machine Learning Machine Learning Natural Language Processing 101

insideBIGDATA

FEBRUARY 26, 2024

In this contributed article, editorial consultant Jelani Harper suggests that since there are strengths and challenges for each form of AI, prudent organizations will combine these approaches for the most effective results.

Artificial Intelligence 463

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 463

Flipboard

DECEMBER 3, 2024

Syngenta and AWS collaborated to develop Cropwise AI , an innovative solution powered by Amazon Bedrock Agents , to accelerate their sales reps’ ability to place Syngenta seed products with growers across North America. Generative AI is reshaping businesses and unlocking new opportunities across various industries.

AWS 149

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Data Science Dojo

DECEMBER 13, 2024

Attending AI conferences is one of the best ways to gain insights into the latest trends, network with industry leaders, and enhance your skills. As we look forward to 2025, several AI conferences promise to deliver cutting-edge knowledge and unparalleled networking opportunities.

AI 370

AI AI Machine Learning Machine Learning 370

Data Science Dojo

JANUARY 30, 2025

Artificial intelligence (AI) has transformed industries, but its large and complex models often require significant computational resources. Traditionally, AI models have relied on cloud-based infrastructure, but this approach often comes with challenges such as latency, privacy concerns, and reliance on a stable internet connection.

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AI AI Natural Language Processing Python 195

AWS Machine Learning Blog

APRIL 4, 2025

They use real-time data and machine learning (ML) to offer customized loans that fuel sustainable growth and solve the challenges of accessing capital. These classified transactions then serve as critical inputs for downstream credit risk AI models, enabling more accurate assessments of a businesss creditworthiness.

AI 109

AI AI Machine Learning Machine Learning 109

insideBIGDATA

JULY 16, 2024

With discoveries in science, tech, and healthcare, AI offers the possibility of a more evolved future. AI tools already dominate the market making human life much easier. n this special round-up, we've collected a number of commentaries from our friends in the AI industry ecosystem. We hope you enjoy reading them!

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