Analytics Vidhya

JANUARY 15, 2025

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems.

Explainability 271

Explainability ML AI Modeling Artificial Intelligence 271

AI News

DECEMBER 22, 2024

As we approach a new year filled with potential, the landscape of technology, particularly artificial intelligence (AI) and machine learning (ML), is on the brink of significant transformation.

Big Data 294

Big Data Machine Learning Large Language Models Explainability 294

Analytics Vidhya

NOVEMBER 26, 2024

Machine learning (ML) has become a cornerstone of modern technology, enabling businesses and researchers to make data-driven decisions with greater precision. However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging.

ML 290

ML Machine Learning 290

Analytics Vidhya

DECEMBER 16, 2024

The NeurIPS 2024 Best Paper Awards were announced, spotlighting exceptional contributions to the field of Machine Learning. This year, 15,671 papers were submitted, of which 4,037 were accepted, representing an acceptance rate of 25.76%.

Machine Learning 271

Machine Learning 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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Python Data Science Machine Learning AI 288

Analytics Vidhya

JANUARY 29, 2025

Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization.

NLP 291

NLP Natural Language Processing Machine Learning Algorithm 291

Unite.AI

MARCH 20, 2025

IntuiCell , a spin-out from Lund University, revealed on March 19, 2025, that they have successfully engineered AI that learns and adapts like biological organisms, potentially rendering current AI paradigms obsolete in many applications. The practical application of this technology reflects its biological inspiration.

Robotics 261

Robotics Machine Learning Neural Network Algorithm 261

AI News

JANUARY 21, 2025

AI coding tools leverage machine learning, deep learning, and natural language processing to assist developers in writing and optimising code. Machine learning-based suggestions: Improved over time with usage. Although it has been discontinued, it significantly influenced modern AI coding assistants.

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Auto-complete Software Development Natural Language Processing Automation 324

Unite.AI

APRIL 13, 2025

Its advanced machine learning and smart home features offer a more intuitive and personalized experience than ever before. The Technology Behind Alexa+ Alexa+'s impressive capabilities are powered by advanced artificial intelligence (AI) and machine learning technologies.

Natural Language Processing 223

Natural Language Processing Machine Learning NLP AI 223

AI News

APRIL 14, 2025

Incorporating machine learning with automatic retraining Digital twins can track numerous individual data streams and look for issues with the corresponding physical data sources. It eliminates technical barriers, enabling faster, data-driven decisions that have a strategic impact.

Large Language Models 268

Large Language Models Algorithm Generative AI Machine Learning 268

AI News

NOVEMBER 21, 2024

Chatbots come in various forms, including: Rule-based chatbots: Respond to specific commands predetermined by developers, AI-driven chatbots: Use machine learning and natural language processing (NLP) to understand and adapt to user queries. Chatbots offer a unique opportunity to create personalised interactions with customers.

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Chatbots Natural Language Processing Machine Learning Automation 304

Analytics Vidhya

DECEMBER 7, 2024

in machine learning, is passionate about pushing the boundaries of AI and empowering developers to create sophisticated chatbots. In this Leading with Data session, we’ll explore the world of conversational AI with Alan Nichol, CTO and co-founder of Rasa. Alan, with his Ph.D.

Conversational AI 270

Conversational AI Machine Learning Chatbots AI 270

AI News

APRIL 7, 2025

Machine learning (ML) : AI can let financial systems learn from past data and improve performance with minimal human intervention. Predictive analytics : Businesses can use machine learning techniques and AI algorithms to identify the likelihood of certain outcomes based on historical data.

Data Mining 254

Data Mining Chatbots Automation Machine Learning 254

AI News

DECEMBER 18, 2024

It can analyse vast quantities of information and, when coupled with machine learning, search through records and infer patterns or anomalies in data that would otherwise take decades for humans to analyse. Over time, machine learning and generative AI (GenAI) could bring substantial value to the public system.

Algorithm 294

Algorithm Big Data Machine Learning AI 294

AI News

FEBRUARY 17, 2025

By combining machine learning, optical character recognition (OCR), and real-time data verification, AI can automatically analyse, authenticate, and flag fraudulent documents in seconds. Spotting irregular patterns: Machine learning identifies inconsistencies like overinflated amounts, mismatched dates, and suspicious vendor behaviour.

IDP 298

IDP Machine Learning Automation AI 298

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 AI AI 271

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.

Machine Learning 206

Machine Learning AI AI 206

Analytics Vidhya

NOVEMBER 11, 2024

Flax is an advanced neural network library built on top of JAX, aimed at giving researchers and developers a flexible, high-performance toolset for building complex machine learning models.

Neural Network 222

Neural Network Machine Learning 222

Unite.AI

NOVEMBER 19, 2024

Today, machine learning and neural networks build on these early ideas. They enable systems to learn from data, adapt, and improve over time. Automated Machine Learning (AutoML): Developing AI models has traditionally required skilled human input for tasks like optimizing architectures and tuning hyperparameters.

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Automation AI AI Neural Network 278

AI News

JANUARY 8, 2025

Industry-leading agenda including: Strategic insights into the convergence of machine learning, natural language processing, and neural architectures shaping AIs future. These industry leaders will share their expertise and visions on how AI and Big Data are shaping the future across various sectors.

Big Data 313

Big Data Natural Language Processing Artificial Intelligence Artificial Intelligence 313

Unite.AI

NOVEMBER 6, 2024

Leveraging advanced machine learning algorithms, ARIA autonomously adjusts HVAC operations based on factors such as occupancy patterns, weather forecasts, and energy demand, ensuring efficient temperature control and air quality while minimizing energy waste.

AI Tools 306

AI Tools AI AI Machine Learning 306

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.

AI Modeling 222

AI Modeling Machine Learning AI AI 222

Analytics Vidhya

JANUARY 21, 2025

This machine learning model has your back. Don’t know much about Bitcoin or its price fluctuations but want to make investment decisions to make profits? It can predict the prices way better than an astrologer. In this article, we will build an ML model for forecasting and predicting Bitcoin price, using ZenML and MLflow.

Machine Learning 222

Machine Learning ML 222

Analytics Vidhya

APRIL 2, 2025

This guide to Google AI Studio bridges the gap between complex machine learning technologies and practical applications. Thats exactly what Google AI Studio is your personal gateway to the exciting world of Artificial Intelligence.

Data Scientist 192

Data Scientist Artificial Intelligence Artificial Intelligence Machine Learning 192

AI News

NOVEMBER 13, 2024

The course covers the requirements elicitation process for AI applications and teaches participants how to work closely with data scientists and machine learning engineers to ensure that AI projects meet business goals.

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Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 317

Unite.AI

JANUARY 13, 2025

Machine learning and natural language processing are reshaping industries in ways once thought impossible. Customers thought they were benefiting from cutting-edge machine learning. This year, consumers, investors, and regulators must step up and call out the charade. The promise of authentic AI is undeniable.

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Artificial Intelligence Artificial Intelligence Machine Learning Natural Language Processing 221

AI News

DECEMBER 12, 2024

Leading this revolution is Twin Protocol , a platform that seeks to redefine how humans interact with AI, primarily via the creation of secure, dynamic digital representations that can learn, adapt, and evolve alongside their human counterparts.

Algorithm 294

Algorithm AI AI Machine Learning 294

Analytics Vidhya

MARCH 25, 2025

How can you ensure your machine learning models get the high-quality data they need to thrive? In todays machine learning landscape, handling data well is as important as building strong models. Feeding high-quality, well-structured data into your models can significantly impact performance and training speed.

Machine Learning 160

Machine Learning AI AI Deep Learning 160

Unite.AI

OCTOBER 27, 2024

stands as Google's flagship JavaScript framework for machine learning and AI development, bringing the power of TensorFlow to web browsers and Node.js MediaPipe.js, developed by Google, represents a breakthrough in bringing real-time machine learning capabilities to web applications. TensorFlow.js TensorFlow.js

Neural Network 162

Neural Network Machine Learning NLP Natural Language Processing 162

Unite.AI

NOVEMBER 14, 2024

“Our signal processing and machine learning algorithms are able to extract rich 3D information from the environment.” The team developed advanced machine learning algorithms to interpret the collected data. The real innovation, however, lies in the sophisticated processing of these radio signals.

Robotics 275

Robotics Machine Learning Explainability Algorithm 275

Unite.AI

FEBRUARY 12, 2025

Odoo has been exploring machine learning to enhance its operations for instance, using AI for demand forecasting and intelligent scheduling. AI-Driven Forecasting: Machine learning features for demand forecasting and production optimization, helping predict needs and equipment issues before they arise. Visit Odoo 4.

AI Tools 260

AI Tools Machine Learning Auto-complete AI 260

Analytics Vidhya

FEBRUARY 14, 2025

Thats when I thoughtwhy not let Machine Learning […] The post How to Build an Anime Recommendation System with Hugging Face? As my watchlist was growing thinner and thinner, finding the next best anime became harder and harder. There are so many hidden gems out there, but how do I discover them?

Machine Learning 212

Machine Learning 212

Unite.AI

DECEMBER 24, 2024

Machine Learning Models for Data Analysis Employees may upload proprietary data to free or external machine-learning platforms to discover insights or trends. For example, an agent might rely on a chatbot to draft responses rather than referring to company-approved guidelines.

Chatbots 278

Chatbots AI Tools AI AI 278

Analytics Vidhya

FEBRUARY 13, 2025

It runs on cloud-based virtual machines, meaning users don’t need to configure local environments. This makes it an excellent choice for data science, machine learning, and general Python scripting. Google Colab is a cloud-based Jupyter Notebook environment that allows you to write and execute Python code efficiently.

Python 197

Python Data Science Machine Learning 197

Flipboard

APRIL 25, 2025

The alternative is nothing less than a gradual homogenization of our cultural landscape, where machine learning flattens the richness of human expression into a mediocre statistical average. A limited resource By ingesting billions of creations, chatbots learn to talk, and image synthesizers learn to draw.

Machine Learning 180

Machine Learning Chatbots AI AI 180

Unite.AI

DECEMBER 31, 2024

They prepare and label data, such as images, text, or audio, to help machine learning models learn patterns and make accurate predictions. Lets look at some of those tools: Teachable Machine: Teachable Machine allows anyone to train machine learning models.

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AI Product Manager AI Product Management Machine Learning AI 189