Analytics Vidhya

MAY 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Everything is going to be connected to cloud and data… The post Build Interactive Models With R Shiny! appeared first on Analytics Vidhya.

Interactive 291

Interactive Modeling Data Science Publishing 291

Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Objectives The article focuses on building beautiful and interactive ML web. The post A brief introduction to building interactive ML WebApps With Streamlit appeared first on Analytics Vidhya.

Interactive 291

Interactive Data Science Publishing Analytics 291

O'Reilly on Data

JULY 15, 2019

As companies use machine learning (ML) and AI technologies across a broader suite of products and services, it’s clear that new tools, best practices, and new organizational structures will be needed. Machine learning developers are beginning to look at an even broader set of risk factors. Sources of model risk.

Machine Learning 52

Machine Learning Management Enterprise Risk Management 52

Analytics Vidhya

MAY 3, 2021

DECISION TREE Decision tree learning or classification Trees are a. The post Implement Of Decision Tree Using Chi_Square Automatic Interaction Detection appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

Interactive 287

Interactive Data Science Publishing Analytics 287

Analytics Vidhya

SEPTEMBER 22, 2022

Introduction With the ubiquitous adoption of deep learning, reinforcement learning (RL) has seen a sharp rise in popularity, scaling to problems that were intractable in the past, such as controlling robotic agents and autonomous vehicles, playing complex games from pixel observations, etc. Source: […].

Interactive 271

Interactive Deep Learning Data Science Publishing 271

Analytics Vidhya

DECEMBER 24, 2021

This article was published as a part of the Data Science Blogathon About Streamlit Streamlit is an open-source Python library that assists developers in creating interactive graphical user interfaces for their systems. It was designed especially for Machine Learning and Data Scientist team. Frontend […].

Optimization 383

Optimization Machine Learning Interactive Data Science 383

Analytics Vidhya

JANUARY 6, 2025

In the era of AI, chatbots have revolutionized how we interact with technology. 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.

Interactive 291

Interactive Technology Management Analytics 291

Analytics Vidhya

APRIL 1, 2022

Introduction Jupyter Notebook is a web-based interactive computing platform that many data scientists use for data wrangling, data visualization, and prototyping of their Machine Learning models. This article was published as a part of the Data Science Blogathon.

Machine Learning 367

Machine Learning Visualization Interactive Data Science 367

Analytics Vidhya

MAY 19, 2024

Introduction Conversational AI has emerged as a transformative technology in recent years, fundamentally changing how businesses interact with customers.

Machine Learning 306

Machine Learning Interactive Technology Analytics 306

Analytics Vidhya

FEBRUARY 28, 2023

A collaborative and interactive workspace allows users to perform big data processing and machine learning tasks easily. Introduction Azure Databricks is a fast, easy, and collaborative Apache Spark-based analytics platform that is built on top of the Microsoft Azure cloud.

Big Data 382

Big Data Machine Learning Interactive Data Processing 382

Analytics Vidhya

APRIL 14, 2023

These models use machine learning algorithms to understand and generate human language, making it easier for humans to interact with machines. As artificial intelligence (AI) continues to evolve, so do the capabilities of Large Language Models (LLMs).

Visualization 358

Visualization Machine Learning Interactive Modeling 358

Analytics Vidhya

APRIL 1, 2024

Introduction The advent of AI and machine learning has revolutionized how we interact with information, making it easier to retrieve, understand, and utilize.

Machine Learning 318

Machine Learning Interactive Modeling Analytics 318

Analytics Vidhya

APRIL 9, 2024

Introduction If you are working on Artificial Intelligence or Machine learning models that require the best Text-to-Speech (TTS), then you are on the right path. Text-to-speech (TTS) technology, especially open source, has changed how we interact with digital content.

Machine Learning 306

Machine Learning Interactive Modeling Technology 306

Analytics Vidhya

APRIL 4, 2023

Introduction In this article, you will study interview questions on Reinforcement Learning (RL) which is a type of machine learning in which the agent learns from the environment by interacting with it (through trial and error) and receiving feedback (reward or penalty) for performing actions.

Machine Learning 302

Machine Learning Interactive Analytics IT 302

Smart Data Collective

FEBRUARY 16, 2023

We have talked extensively about some of the changes machine learning has introduced to the marketing profession. According to one analysis, companies that used machine learning in their marketing strategies boosted sales by up to 50%. How Can Machine Learning Boost Your Social Media Marketing ROI?

Machine Learning 140

Machine Learning ROI Marketing Advertising 140

Analytics Vidhya

JULY 20, 2022

Introduction Rajiv Shah is conducting an interactive DataHour with us. He works as a machine learning engineer for Hugging Face, where his main goal is to help teams use AI to succeed. He previously oversaw DataRobot’s efforts to allow hundreds of data scientists.

Machine Learning 291

Machine Learning Interactive Analytics Data Science 291

Analytics Vidhya

MAY 23, 2023

Reinforcement Learning from Human Feedback (RLHF) is where machines learn and grow with a little help from their humans! Imagine training robots to dance like pros, play video games like champions, and even assist in complex tasks through interactive and playful interactions.

Machine Learning 271

Machine Learning Interactive Analytics 271

O'Reilly on Data

FEBRUARY 19, 2021

MLOps attempts to bridge the gap between Machine Learning (ML) applications and the CI/CD pipelines that have become standard practice. The Time Is Now to Adopt Responsible Machine Learning. Responsible Machine Learning (ML) is a movement to make AI systems accountable for the results they produce.

Data Lake 362

Data Lake Machine Learning Data Warehouse Modeling 362

Analytics Vidhya

FEBRUARY 20, 2023

Introduction Machine Learning is a fast-growing field, and its applications have become ubiquitous in our day-to-day lives. As the demand for ML models increases, so makes the demand for user-friendly interfaces to interact with these models.

Dashboards 250

Dashboards Machine Learning Interactive Modeling 250

O'Reilly on Data

AUGUST 18, 2020

That is, products that are laser-focused on one aspect of the data science and machine learning workflows, in contrast to all-in-one platforms that attempt to solve the entire space of data workflows. The worlds of data science and machine learning move at a much faster pace than data warehousing and much of data engineering.

Data Science 364

Data Science Machine Learning Data Warehouse Deep Learning 364

Smart Data Collective

NOVEMBER 7, 2023

If you’re eager to monetize the web hosting services you offer to third party site owners, or you have a selection of self-hosted sites which you are eager to wring more cash out of, then machine learning could be the answer. This is where machine learning from top developers comes into play.

Data Processing 124

Data Processing Machine Learning Measurement Optimization 124

Analytics Vidhya

JUNE 27, 2022

Introduction Anish Mahapatra has is conducting an interactive DataHour session with us. He will be explaining MLOps referred as Machine learning operations, the present and future state […].

Machine Learning 270

Machine Learning Consulting Data Science Interactive 270

O'Reilly on Data

MARCH 24, 2020

On the machine learning side, we are entering what Andrei Karpathy, director of AI at Tesla, dubs the Software 2.0 Before you even think about sophisticated modeling, state-of-the-art machine learning, and AI, you need to make sure your data is ready for analysis—this is the realm of data preparation.

Machine Learning 364

Machine Learning Statistics Data Quality Data Collection 364

CIO Business Intelligence

OCTOBER 24, 2024

For many, the main channel of interaction with users is the telephone. Ivanti’s service automation offerings have incorporated AI and machine learning. They can tactically exploit AI and machine learning in small projects that relieve the workload, improve end user satisfaction, and build trust in AI’s capabilities.

Machine Learning 110

Machine Learning Software Reporting Interactive 110

Analytics Vidhya

MAY 1, 2023

Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users.

Sales 434

Sales Interactive Technology Analytics 434

O'Reilly on Data

SEPTEMBER 19, 2023

” Each step has been a twist on “what if we could write code to interact with a tamper-resistant ledger in real-time?” They’d grown tired of learning what is; now they wanted to know what’s next. Stage 2: Machine learning models Hadoop could kind of do ML, thanks to third-party tools.

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

CIO Business Intelligence

DECEMBER 8, 2024

This ambitious initiative is poised to position ADIB-Egypt at the forefront of the digital banking revolution, transforming how customers interact with their financial services. Machine learning algorithms will enable the bank to analyze customer data and offer tailored financial solutions based on individual needs and preferences.

Digital Transformation 98

Digital Transformation Machine Learning Data-driven Technology 98

CIO Business Intelligence

NOVEMBER 27, 2024

Each interaction amplifies the potential for errors, breaches, or misuse, underscoring the critical need for a strong governance framework to mitigate these risks. As AI adoption accelerates, it demands increasingly vast amounts of data, leading to more users accessing, transferring, and managing it across diverse environments.

Data Governance 132

Data Governance Risk Insurance Metadata 132

Rocket-Powered Data Science

AUGUST 22, 2021

The goals of such activities are to improve customer service, customer interactions, customer engagement, and customer experience (CX) through just-in-time customer assistance, personalization, and loyalty-building activities.

Data-driven 277

Data-driven Interactive Behavioral Analytics Machine Learning 277

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. Tech giants use AI in many different ways that will alternate the machine learning process and we should keep an eye on this process in 2020. Data exploded and became big. We all gained access to the cloud.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

O'Reilly on Data

JUNE 18, 2019

Machine learning solutions for data integration, cleaning, and data generation are beginning to emerge. “AI In this post, we shed some light on various efforts toward generating data for machine learning (ML) models. Machine learning applications rely on three main components: models, data, and compute.

Machine Learning 279

Machine Learning Data Quality Statistics Modeling 279

Analytics Vidhya

AUGUST 29, 2022

Introduction Pandas’ Python profiling package produces an interactive set of tables and visualizations for exploratory data exploration (EDA). This article was published as a part of the Data Science Blogathon. It can be difficult to understand pandas, associated data analysis tools (matplotlib, seaborn, etc.),

Visualization 360

Visualization Analytics Interactive Data Science 360

Analytics Vidhya

JANUARY 26, 2024

Introduction The rise of Large Language Models (LLMs) like ChatGPT has been revolutionary, igniting a new era in how we interact with technology. These sophisticated models, exemplified by ChatGPT, have redefined how we engage with digital platforms.

Interactive 349

Interactive Modeling Technology Analytics 349

Rocket-Powered Data Science

MARCH 10, 2020

Any interaction between the two ( e.g., a financial transaction in a financial database) would be flagged by the authorities, and the interactions would come under great scrutiny. Finally, in Chapter 8, the connection between graph algorithms and machine learning that was implicit throughout the book now becomes explicit.

Metadata 250

Metadata Machine Learning Prescriptive Analytics ROI 250

Analytics Vidhya

AUGUST 31, 2023

These AI-powered conversational agents simulate human-like interactions, reshaping communication for businesses and individuals. This transformative shift brings unprecedented advancements to AI applications, with Chatbots at the forefront. The term “Gen AI Era” emphasizes advanced AI’s role in shaping the future.

Modeling 358

Modeling Interactive Analytics Machine Learning 358

Analytics Vidhya

AUGUST 20, 2024

Introduction Technology has given us a sense of imagining our world where machines can even identify our preferences and anticipate the things that we need along with analyzing past interactions to deliver better output. The future depicted in this world is not the future; it is the present, facilitated by Artificial Intelligence.

Interactive 318

Interactive Technology Analytics IT 318

Analytics Vidhya

SEPTEMBER 11, 2023

RLHF for high performance focuses on understanding human behavior, cognition, context, knowledge, and interaction by leveraging computational models and data-driven approaches […] The post RLHF For High-Performance Decision-Making: Strategies and Optimization appeared first on Analytics Vidhya.

Optimization 353

Optimization Strategy Data-driven Interactive 353