Dataiku

SEPTEMBER 2, 2021

In this rapidly advancing AI world, human computer interactions (HCI) are of extreme importance. We live in a world where Siri and Alexa are physically closer to us than other humans.

Deep Learning 140

Deep Learning Interactive Marketing 140

O'Reilly on Data

NOVEMBER 8, 2018

We conducted a couple of surveys this year— “How Companies Are Putting AI to Work Through Deep Learning” and “The State of Machine Learning Adoption in the Enterprise” —and we found that while many companies are still in the early stages of machine learning adoption, there’s considerable interest in moving forward with projects in the near future.

Machine Learning 251

Machine Learning Enterprise Deep Learning Digital Transformation 251

Domino Data Lab

AUGUST 22, 2019

Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn , Beyleveld , and Bassens. The excerpt covers how to create word vectors and utilize them as an input into a deep learning model. Introduction.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

O'Reilly on Data

MAY 21, 2019

Consider deep learning, a specific form of machine learning that resurfaced in 2011/2012 due to record-setting models in speech and computer vision. Machine learning is not only appearing in more products and systems, but as we noted in a previous post , ML will also change how applications themselves get built in the future.

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

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

SEPTEMBER 6, 2023

The unseen force of NLP powers many of the digital interactions we rely on. Introduction Welcome to the transformative world of Natural Language Processing (NLP). Here, the elegance of human language meets the precision of machine intelligence.

Interactive 357

Interactive Analytics Deep Learning Modeling 357

Analytics Vidhya

APRIL 15, 2024

Now accessible in over 180 countries via the Gemini API, this update boasts new features designed to empower developers and redefine human-computer interaction. This article digs deep into Gemini 1.5 Introduction Google AI’s powerhouse language model, Gemini 1.5

Interactive 336

Interactive Modeling Analytics IT 336

Analytics Vidhya

JUNE 23, 2022

Hey Readers, We’re getting Andrey Lukyanenko, Kaggle Grandmaster, on board to lead an interactive DataHour session with us. He is working as a Senior Data Scientist with the IT consulting and solutions firm Careem. He has more than ten years of extensive experience in the field of analytics and data science.

Consulting 357

Consulting Data Science Interactive Analytics 357

Analytics Vidhya

FEBRUARY 2, 2023

Introduction Chatbots are becoming increasingly popular as businesses seek to automate customer service and streamline interactions. Building a chatbot can be a fun and educational project to help you gain practical skills in NLP and programming. In this guide, […] The post How to Build a Chatbot using Natural Language Processing?

Interactive 360

Interactive Analytics Unstructured Data Deep Learning 360

Insight

MAY 16, 2019

It is a high-level, multifaceted field that allows machines to iteratively learn and understand complex representations from images and videos to automate human visual tasks. How Deep Learning scales based on the amount of Data [Copyright: Andrew Ng ]. I also applied this model to videos and real-time detection with webcam.

Deep Learning 84

Deep Learning Machine Learning Metadata Data Science 84

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

Analytics Vidhya

OCTOBER 19, 2023

Within this progress lies the groundbreaking Large Language Model, a transformative force reshaping our interactions with text-based information. In this comprehensive learning […] The post A Comprehensive Guide to Using Chains in Langchain appeared first on Analytics Vidhya.

Interactive 348

Interactive Modeling Technology Analytics 348

O'Reilly on Data

SEPTEMBER 12, 2018

Watch " Managing risk in machine learning.". Von Neumann to deep learning: Data revolutionizing the future. Jeffrey Wecker offers a deep dive on data in financial services, with perspectives on data science, alternative data, the importance of data centricity, and the future of machine learning and AI.

IoT 221

IoT Machine Learning Deep Learning Data Science 221

Cloudera

APRIL 19, 2021

In the next sections, We’ll provide you with three easy ways data science teams can get started with GPUs for powering deep learning models in CML, and demonstrate one of the options to get you started. For more advanced problems and with more complex deep learning models, more GPUs maybe needed. pip install tensorflow.

Deep Learning 75

Deep Learning Machine Learning Data Science Modeling 75

Analytics Vidhya

JANUARY 24, 2024

Introduction Tableau is a powerful data visualization tool that allows users to analyze and present data interactively and meaningfully. It helps businesses make data-driven decisions by providing easy-to-understand insights and visualizations.

Visualization 343

Visualization Data-driven Interactive Analytics 343

Analytics Vidhya

FEBRUARY 17, 2023

AI and Data Science define a powerful new era of computing that has the potential to revolutionize how people interact with everyday technology. Introduction Artificial Intelligence (AI) and Data Science have become popular terms today and will continue to grow more in the coming years.

Data Science 328

Data Science Interactive Technology Analytics 328

Analytics Vidhya

MARCH 15, 2023

One of the most notable breakthroughs is ChatGPT, which is designed to interact with users through conversations, maintain the context, handle follow-up questions, and correct itself. Introduction Recently, Large Language Models (LLMs) have made great advancements.

Visualization 337

Visualization Interactive Modeling Analytics 337

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

O'Reilly on Data

JUNE 7, 2022

That’s an allusion to the debate ( sometimes on Twitter ) between LeCun and Gary Marcus, who has argued many times that combining deep learning with symbolic reasoning is the only way for AI to progress. (In In the next few years, we will inevitably rely more and more on machine learning and artificial intelligence.

Modeling 364

Modeling Interactive Optimization Deep Learning 364

Analytics Vidhya

DECEMBER 26, 2023

Introduction ChatGPT offers a unique interaction beyond typical artificial intelligence experiences. Unlike robotic responses, ChatGPT engages with a nuanced, authentic touch resembling human communication, thanks to its advanced language processing capabilities.

Interactive 329

Interactive Analytics IT Deep Learning 329

Corinium

JUNE 6, 2019

The use of newer techniques, especially Machine Learning and Deep Learning, including RNNs and LSTMs, have high applicability in time series forecasting. Newer methods can work with large amounts of data and are able to unearth latent interactions. How can advanced analytics be used to improve the accuracy of forecasting?

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

Analytics Vidhya

DECEMBER 30, 2022

Introduction Natural language processing (NLP) is a field of computer science and artificial intelligence that focuses on the interaction between computers and human (natural) languages.

Analytics 316

Analytics Interactive Modeling IT 316

CIO Business Intelligence

FEBRUARY 6, 2025

This article reflects some of what Ive learned. They promise to revolutionize how we interact with data, generating human-quality text, understanding natural language and transforming data in ways we never thought possible. Think about it: LLMs like GPT-3 are incredibly complex deep learning models trained on massive datasets.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

Analytics Vidhya

DECEMBER 28, 2023

Introduction Temporal graphs are a powerful tool in data science that allows us to analyze and understand the dynamics of relationships and interactions over time. They capture the temporal dependencies between entities and offer a robust framework for modeling and analyzing time-varying relationships.

Data Science 304

Data Science Interactive Modeling Analytics 304

Analytics Vidhya

MARCH 18, 2024

Welcome to the world of Grok, where the AI chatbot is revolutionizing how we think about digital interaction. Introduction Imagine engaging with a machine that not only exhibits intelligence but also flaunts a playful personality.

Interactive 304

Interactive Analytics Deep Learning Machine Learning 304

Analytics Vidhya

MARCH 19, 2024

However, developing agents that can understand and interact with complex environments flexibly and intelligently has proven to be a formidable challenge. Google DeepMind’s SIMA (Scaling Instructable […] The post SIMA: The Generalist AI Agent by Google DeepMind for 3D Virtual Environments appeared first on Analytics Vidhya.

Interactive 304

Interactive Analytics Deep Learning Machine Learning 304

Analytics Vidhya

OCTOBER 27, 2020

Introduction Virtual reality refers to a simulation generated by a computer which allows user interaction with the use of special headsets. In simple words, The post Virtual Reality for the Web: A-Frame(Creating 3D models from Images) appeared first on Analytics Vidhya.

Modeling 291

Modeling Interactive Analytics Unstructured Data 291

O'Reilly on Data

JULY 28, 2020

This tradeoff between impact and development difficulty is particularly relevant for products based on deep learning: breakthroughs often lead to unique, defensible, and highly lucrative products, but investing in products with a high chance of failure is an obvious risk. Prototypes and Data Product MVPs.

Marketing 364

Marketing Experimentation Metrics Testing 364

O'Reilly on Data

AUGUST 18, 2020

However, while Cloudera, Hortonworks, and MapR worked well for a set of common data engineering workloads, they didn’t generalize well to workloads that didn’t fit the MapReduce paradigm, including deep learning and new natural language models.

Data Science 364

Data Science Machine Learning Data Warehouse Deep Learning 364

Analytics Vidhya

JANUARY 24, 2024

Imagine boosting stability, security, and versatility in your daily digital interactions. In today’s tech world, knowing these systems isn’t just beneficial; it’s genuinely useful.

Interactive 291

Interactive Analytics IT Deep Learning 291

O'Reilly on Data

MARCH 24, 2020

In a world with an increasing number of models and algorithms in production, learning from large amounts of real-time streaming data, we need both education and tooling/products for domain experts to build, interact with, and audit the relevant data pipelines. Dealing with incorrect or missing data is unglamorous but necessary work.

Machine Learning 364

Machine Learning Statistics Data Quality Data Collection 364

IBM Big Data Hub

JULY 6, 2023

While artificial intelligence (AI), machine learning (ML), deep learning and neural networks are related technologies, the terms are often used interchangeably, which frequently leads to confusion about their differences. How do artificial intelligence, machine learning, deep learning and neural networks relate to each other?

Deep Learning 56

Deep Learning Machine Learning Unstructured Data Modeling 56

CIO Business Intelligence

SEPTEMBER 29, 2023

NLP aims to create smoother experiences for those interacting with AI chatbots and other services that rely on generative AI to service clients and customers. PyTorch is known in the deep learning and AI community as being a flexible, fast, and easy-to-use framework for building deep neural networks.

Deep Learning 143

Deep Learning Machine Learning Consulting Modeling 143

CIO Business Intelligence

OCTOBER 13, 2023

Deep learning engineer Deep learning engineers are responsible for heading up the research, development, and maintenance of the algorithms that inform AI and machine learning systems, tools, and applications.

Deep Learning 143

Deep Learning Machine Learning Modeling Software 143

Occam's Razor

MARCH 30, 2017

People tend to use these phrases almost interchangeably: Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning. Deep Learning is a specific ML technique. Most Deep Learning methods involve artificial neural networks, modeling how our bran works.

Marketing Analytics 166

Marketing Analytics Marketing Analytics Deep Learning 166

The Unofficial Google Data Science Blog

NOVEMBER 17, 2020

TF Lattice offers semantic regularizers that can be applied to models of varying complexity, from simple Generalized Additive Models, to flexible fully interacting models called lattices, to deep models that mix in arbitrary TF and Keras layers. The drawback of GAMs is that they do not allow feature interactions.

Machine Learning 111

Machine Learning Deep Learning Modeling Interactive 111

Smart Data Collective

JUNE 10, 2022

Working as a machine learning scientist, you would research new data approaches and algorithms that can be used in adaptive systems, utilizing supervised, unsupervised, and deep learning methods. Business Intelligence Developer.

Data Science 144

Data Science Machine Learning Statistics Business Intelligence 144