insideBIGDATA

NOVEMBER 13, 2024

In this contributed article, Ulrik Stig Hansen, President and Co-Founder of Encord, discusses the reality – AI hallucinations aren’t bugs in the system—they’re features of it. No matter how well we build these models, they will hallucinate.

AI 415

AI AI 415

Machine Learning Mastery

NOVEMBER 22, 2024

This article describes three common ways to build ensemble […]

Machine Learning 283

Machine Learning Machine Learning ML ML 283

Analytics Vidhya

JANUARY 6, 2025

In this article, we’ll learn how to develop a medical chatbot using Gemini 2.0, […] The post Building a Medical Chatbot with Gemini 2.0, Perhaps one of the most impactful uses is in the healthcare industry. Chatbots are able to deliver fast, accurate information, and help individuals more effectively manage their health.

Analytics 291

Analytics Analytics AI AI 291

insideBIGDATA

DECEMBER 5, 2024

In this contributed article, Dr. Stefan Leichenauer, Vice President of Engineering and lead scientist at SandboxAQ, discusses the profound evolution that is now emerging: Large Quantitative Models (LQMs), designed to tackle complex real-world problems in areas such as healthcare, climate science, and materials design, are set to revolutionize industries (..)

AI 293

AI AI 293

insideBIGDATA

DECEMBER 12, 2024

In this contributed article, Saulo Bomfim, Vice President, Product and Service Strategy at Rimini Street, suggests that as major enterprise software vendors limit their AI offerings to cloud-only platforms, organizations face mounting pressure to migratebut instead of jumping into costly cloud transitions, IT leaders should first be aware of these (..)

AI 367

AI AI 367

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.

ML 271

ML ML Artificial Intelligence Artificial Intelligence 271

Machine Learning Mastery

JANUARY 8, 2025

This article aims to identify five common mistakes to avoid when training […] 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.

Data Scientist 266

Data Scientist Machine Learning Machine Learning AI 266

insideBIGDATA

NOVEMBER 18, 2024

In this contributed article, Daniela De La Vega Smith, an accomplished legal and compliance professional, discusses how AI-driven contract analysis, workflow automation, and predictive insights are changing the game for legal operations.

Natural Language Processing 347

Natural Language Processing AI AI 347

insideBIGDATA

SEPTEMBER 7, 2023

In this contributed article, Coral Trivedi, Product Manager at Fivetran, discusses how enterprises can get the most value from a data lake. The article discusses automation, security, pipelines and GSPR compliance issues.

Data Lakes 493

Data Lakes Data Governance Big Data Big Data 493

Analytics Vidhya

OCTOBER 12, 2024

In this article, we’ve listed some of the best free […] The post 19 Free Data Science Courses by Harvard and IBM appeared first on Analytics Vidhya. To break into this field, you need the right skills. Fortunately, top institutions like Harvard and IBM offer free online courses.

Data Science 223

Data Science Machine Learning Machine Learning Analytics 223

insideBIGDATA

JULY 26, 2024

In this contributed article, Ishan Gupta. CEO and Co-founder of RipenApps, discusses how banks have historically been at the forefront of technological advancements, they are renowned for using computers as well as providing internet-based financial services. However, the rise of AI has brought with it a new dawn of innovations.

Artificial Intelligence 535

Artificial Intelligence Artificial Intelligence AI AI 535

insideBIGDATA

NOVEMBER 18, 2024

In this contributed article, Harikrishna Kundariya, co-founder, Director of eSparkBiz Technologies, discusses how generative AI is emerging as a revolutionary technology that is simplifying as well as reducing the cost of doing business across sectors.

AI 300

AI AI Artificial Intelligence Artificial Intelligence 300

Analytics Vidhya

OCTOBER 27, 2024

This article will walk you through a virtual try-on prototype built using Flask, Twilio’s WhatsApp API, and Hugging Face’s Gradio API, which enables users to send photos via WhatsApp and […] The post Building a Virtual Try-On Chatbot on WhatsApp with Flask, Twilio, and Gradio API appeared first on Analytics Vidhya.

Analytics 284

Analytics Analytics AI AI 284

insideBIGDATA

APRIL 29, 2024

This article is excerpted from the book, “Winning with Data Science: A Handbook for Business Leaders,” by Howard Friedman and Akshay Swaminathan with permission from the publisher, Columbia Business School Publishing. The article covers how to avoid 8 data-related mistakes on data projects

Data Science 448

Data Science Big Data Big Data Database 448

insideBIGDATA

MAY 19, 2023

In this contributed article, Sangeeta Krishnan highlights how a data gap refers to missing data about a particular area of interest. Data gaps are a problem for organizations of all sizes. They can be costly, frustrating and time consuming to fix.

Big Data 530

Big Data Big Data 530

insideBIGDATA

NOVEMBER 11, 2024

In this contributed article, Gal Naor, Co-Founder and CEO of Storone, explores why auto-tiering is essential for AI solutions in terms of data storage. By embracing auto-tiering, AI-driven organizations can ensure they meet both the demands of today’s data-intensive environments and the challenges of tomorrow.

AI 243

AI AI Big Data Big Data 243

insideBIGDATA

SEPTEMBER 20, 2024

In this contributed article, Vall Herard, CEO of Saifr.ai, discusses AI ethics. With the adoption of AI comes the next phase of innovation: understanding our moral compass and learning how to balance technology with morality — AND compliance.

AI 509

AI AI 509

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

Machine Learning Machine Learning AI AI 284

insideBIGDATA

MAY 23, 2024

In this contributed article, Supratik Shankar, Co-founder of Dview Technologies, explores how data analytics and insights can be leveraged to achieve sustainability goals, the challenges and opportunities in implementing data-driven sustainability initiatives, and the future trends that will shape this field.

Analytics 453

Analytics Analytics Big Data Big Data 453

insideBIGDATA

APRIL 24, 2024

In this contributed article, Brady Brim-DeForest, CEO of Formula.Monks, discusses how the more that we incorporate AI technology into white collar workflows in large organizations, the more that it becomes important to lean into the work structures that make humans function at their best.

Artificial Intelligence 443

Artificial Intelligence Artificial Intelligence AI AI 443

Analytics Vidhya

NOVEMBER 21, 2024

This article explores data discretisation’s methodologies, benefits, and applications, offering […] The post What is Discretization in Machine Learning? Discretization is a fundamental preprocessing technique in data analysis and machine learning, bridging the gap between continuous data and methods designed for discrete inputs.

Machine Learning 208

Machine Learning Machine Learning Data Analysis Data Analysis 208

Analytics Vidhya

NOVEMBER 6, 2024

In our previous article, […] The post Hands-on Guide to Building Multi-Agent Chatbots with Autogen appeared first on Analytics Vidhya. As interactions in various fields become more nuanced, the demand for chatbots that can seamlessly manage multiple participants and complex workflows grows.

Analytics 224

Analytics Analytics AI AI 224

Analytics Vidhya

NOVEMBER 13, 2024

YouTube offers billions of videos, and the internet is filled with articles, blogs, and academic papers. In the age of information overload, it’s easy to get lost in the large amount of content available online.

Analytics 262

Analytics Analytics AI AI 262

insideBIGDATA

AUGUST 27, 2024

In this contributed article, Yoram Novick, President and CEO of Zadara, discusses how enterprises are in search of and implementing their own AI powered clouds, and the benefits and challenges they face in the effort to keep their data available and secure.

AI 492

AI AI Artificial Intelligence Artificial Intelligence 492

Analytics Vidhya

NOVEMBER 20, 2024

In this article, we will discuss the Bernoulli distribution in detail. It is crucial to probability theory and a foundational element for more intricate statistical models, ranging from machine learning algorithms to customer behaviour prediction. Read […] The post What is a Bernoulli Distribution? appeared first on Analytics Vidhya.

Data Science 197

Data Science Machine Learning Machine Learning Algorithm 197

insideBIGDATA

MAY 17, 2024

In this contributed article, freelance writer Ainsley Lawrence briefly explores deploying machine learning models, showing you how to manage multiple models, establish robust monitoring protocols, and efficiently prepare to scale.

Machine Learning 417

Machine Learning Machine Learning Deep Learning Deep Learning 417

Analytics Vidhya

NOVEMBER 30, 2024

In this article, we’ll explore how to use Python to generate publication-ready figures and tables. […] The post How to Create Publication-Ready Figures and Tables with Python? appeared first on Analytics Vidhya.

Python 220

Python Analytics Analytics 220

Analytics Vidhya

OCTOBER 26, 2024

In this article, we’ll walk you through how to create a multi-agent system using OpenAI’s Swarm framework, designed to handle these exact tasks. Imagine if you could automate the tedious task of analyzing earnings reports, extracting key insights, and making informed recommendations—all without lifting a finger.

Analytics 221

Analytics Analytics AI AI 221

Analytics Vidhya

JANUARY 8, 2025

In this article, we start right at the front with the basics of embeddings, moving on to understand sentence embeddings and vector representations. Vectors are the basis for the majority of the most complex artificial intelligence applications, including semantic search or anomaly detection.

Artificial Intelligence 208

Artificial Intelligence Artificial Intelligence AI AI 208

Analytics Vidhya

DECEMBER 22, 2024

This article explores how to implement scraping with LLMs to fetch structured […] The post Web Scraping with LLMs appeared first on Analytics Vidhya. Web scraping has long been a vital technique for extracting information from the internet, enabling developers to gather insights from various domains.

Analytics 205

Analytics Analytics AI AI 205

insideBIGDATA

JULY 19, 2024

In this contributed article, Ana Redondo, Product Strategy Lead at Amdocs Technology, explores how enterprises will begin shifting their focus in 2024 to better leverage their data analytics. She explains how this shift in mindset will bring forth an upcoming data revolution.

Analytics 447

Analytics Analytics Big Data Big Data 447

Analytics Vidhya

NOVEMBER 4, 2024

This article […] The post Flood Risk Assessment Using Digital Elevation and the HAND Models appeared first on Analytics Vidhya. As climate change increases the frequency of extreme weather conditions, such as droughts and floods, contingency planning and risk assessment are becoming increasingly crucial for managing such events.

Analytics 208

Analytics Analytics Data Analysis Data Analysis 208

Analytics Vidhya

JANUARY 13, 2025

In this article, well walk you through the steps to access and use Phi-4, from creating a Hugging Face account to generating outputs with the model. Microsoft’s Phi-4 model is available on Hugging Face, offering developers a powerful tool for advanced text generation and reasoning tasks.

Analytics 208

Analytics Analytics AI AI 208

Analytics Vidhya

DECEMBER 16, 2024

This article aims to explore and compare […] The post Imagen 3 vs DALL-E 3: Which is the Better Model for Images? Two of the most prominent models in this domain are Imagen 3 and ChatGPT DALL-E 3. While both models are highly capable and versatile for image-related tasks, there are some differences between the two.

Analytics 204

Analytics Analytics AI AI 204

insideBIGDATA

AUGUST 3, 2024

In this contributed article, freelance writer Ellie Gabel discusses how the power grid is aging and can no longer keep up with consumers’ needs. Without adequate intervention, blackouts will soon become a regular occurrence. Could artificial intelligence be the key to fixing the country’s supply and demand woes?

Artificial Intelligence 418

Artificial Intelligence Artificial Intelligence AI AI 418

Analytics Vidhya

JANUARY 7, 2025

In this article, we will examine how […] The post Fine-tuning an LLM to Write Like You on OpenAI Platform vs Google AI Studio appeared first on Analytics Vidhya. OpenAI and Google AI Studio are two major platforms offering tools for this purpose, each with distinct features and workflows.

AI 208

AI AI Analytics Analytics 208

insideBIGDATA

AUGUST 19, 2024

In this contributed article, Liran Hason, Co-Founder and CEO of Aporia, addresses the limitations of prompt engineering, outlining his argument for more comprehensive protection – namely, the implementation of guardrails between the LLM and end-user – to keep AI accurate while preventing unwanted behavior.

AI 468

AI AI 468