Analytics Vidhya

JUNE 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A Chatbot is an application(software) that is used to manage. The post Learn to Develop Simple Chatbots using Python and Deep Learning! appeared first on Analytics Vidhya.

Deep Learning 286

Deep Learning Data Science Publishing Software 286

Analytics Vidhya

FEBRUARY 13, 2020

The authors analyze four popular deep learning. Analyzing 4 Popular Deep Learning Architectures appeared first on Analytics Vidhya. Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The post Is Class Sensitivity Model Dependent?

Deep Learning 328

Deep Learning Modeling Analytics Unstructured Data 328

Analytics Vidhya

DECEMBER 9, 2020

This article was published as a part of the Data Science Blogathon. Introduction I am sure those of you working with data in any. The post What I did when I had to work with unstructured data? appeared first on Analytics Vidhya.

Unstructured Data 175

Unstructured Data Data Science Publishing Analytics 175

Analytics Vidhya

NOVEMBER 6, 2019

Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk. The post 4 Proven Tricks to Improve your Deep Learning Model’s Performance appeared first on Analytics Vidhya.

Deep Learning 231

Deep Learning Modeling Analytics Unstructured Data 231

Analytics Vidhya

JUNE 6, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Photo by MART PRODUCTION from Pexels Problem Statement: To predict and. The post Brain Tumor Detection and Localization using Deep Learning: Part 1 appeared first on Analytics Vidhya.

Deep Learning 173

Deep Learning Data Science Publishing Analytics 173

Cloudera

NOVEMBER 15, 2021

Here we mostly focus on structured vs unstructured data. In terms of representation, data can be broadly classified into two types: structured and unstructured. Structured data can be defined as data that can be stored in relational databases, and unstructured data as everything else.

Unstructured Data 87

Unstructured Data Recreation/Entertainment Structured Data Reporting 87

Analytics Vidhya

DECEMBER 4, 2019

Overview Image augmentation is a super effective concept when we don’t have enough data with us We can use image augmentation for deep learning. The post Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images appeared first on Analytics Vidhya.

Deep Learning 184

Deep Learning Analytics Unstructured Data 184

Analytics Vidhya

JUNE 14, 2020

Overview Adding an image behind a moving object is a classic deep learning project Learn how to add a logo in a video using. The post A Classic Deep Learning Project – How to Add an Image Behind Objects in a Video appeared first on Analytics Vidhya.

Deep Learning 213

Deep Learning Analytics Advertising Unstructured Data 213

Analytics Vidhya

MARCH 16, 2021

ArticleVideo Book Introduction Deep learning techniques are popularly used for unstructured data such as text data or image data. And before working on any. The post How Images are stored in the computer? appeared first on Analytics Vidhya.

Unstructured Data 289

Unstructured Data Deep Learning Analytics 289

Analytics Vidhya

FEBRUARY 2, 2024

Introduction In the era of big data, organizations are inundated with vast amounts of unstructured textual data. The sheer volume and diversity of information present a significant challenge in extracting insights.

Unstructured Data 250

Unstructured Data Big Data Analytics IT 250

Analytics Vidhya

FEBRUARY 25, 2023

Introduction In recent years, the evolution of technology has increased tremendously, and nowadays, deep learning is widely used in many domains. This has achieved great success in many fields, like computer vision tasks and natural language processing.

Deep Learning 283

Deep Learning Machine Learning Technology Analytics 283

CIO Business Intelligence

JANUARY 24, 2024

It’s the culmination of a decade of work on deep learning AI. Deep learning AI: A rising workhorse Deep learning AI uses the same neural network architecture as generative AI, but can’t understand context, write poems or create drawings. You probably know that ChatGPT wasn’t built overnight.

Deep Learning 84

Deep Learning Unstructured Data Machine Learning Modeling 84

Analytics Vidhya

JULY 20, 2020

Introduction With the advancement in deep learning, neural network architectures like recurrent neural networks (RNN and LSTM) and convolutional neural networks (CNN) have shown. The post Transfer Learning for NLP: Fine-Tuning BERT for Text Classification appeared first on Analytics Vidhya.

Deep Learning 400

Deep Learning Analytics Unstructured Data 400

Analytics Vidhya

JUNE 11, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction YOLO is a Deep Learning architecture proposed by Joseph Redmon, The post Implementation of YOLOv3: Simplified appeared first on Analytics Vidhya.

Deep Learning 327

Deep Learning Data Science Publishing Analytics 327

Analytics Vidhya

JUNE 10, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Deep learning architecture is rapidly gaining steam as more and. The post Build Inception Network from Scratch with Python! appeared first on Analytics Vidhya.

Deep Learning 316

Deep Learning Data Science Publishing Analytics 316

Analytics Vidhya

DECEMBER 14, 2020

This article was published as a part of the Data Science Blogathon. Introduction: Hi everyone, recently while participating in a Deep Learning competition, I. The post An Approach towards Neural Network based Image Clustering appeared first on Analytics Vidhya.

Deep Learning 343

Deep Learning Data Science Publishing Analytics 343

Analytics Vidhya

AUGUST 11, 2020

Overview Understand image augmentation Learn Image Augmentation using Keras ImageDataGenerator Introduction When working with deep learning models, I have often found myself in. The post Image Augmentation on the fly using Keras ImageDataGenerator! appeared first on Analytics Vidhya.

Deep Learning 359

Deep Learning Modeling Analytics Unstructured Data 359

Analytics Vidhya

AUGUST 7, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article aims to compare four different deep learning and. The post Email Spam Detection – A Comparative Analysis of 4 Machine Learning Models appeared first on Analytics Vidhya.

Machine Learning 392

Machine Learning Modeling Deep Learning Data Science 392

Analytics Vidhya

SEPTEMBER 16, 2020

Just finished another deep learning project several hours ago, now I want to share what I actually did there. Introduction Hey there! The post Pneumonia Detection using CNN with Implementation in Python appeared first on Analytics Vidhya.

Deep Learning 330

Deep Learning Analytics Unstructured Data 330

Analytics Vidhya

AUGUST 26, 2021

This article was published as a part of the Data Science Blogathon “You can have data without information but you cannot have information without data” – Daniel Keys Moran Introduction If you are here then you might be already interested in Machine Learning or Deep Learning so I need not explain what it is?

Modeling 272

Modeling Deep Learning Machine Learning Data Science 272

Analytics Vidhya

AUGUST 26, 2021

This article was published as a part of the Data Science Blogathon The intersection of medicine and data science has always been relevant; perhaps the most obvious example is the implementation of neural networks in deep learning. Nanotechnology, stem cells, […].

Deep Learning 280

Deep Learning Machine Learning Data Science Publishing 280

Smart Data Collective

SEPTEMBER 23, 2020

Type of Data: structured and unstructured from different sources of data Purpose: Cost-efficient big data storage Users: Engineers and scientists Tasks: storing data as well as big data analytics, such as real-time analytics and deep learning Sizes: Store data which might be utilized.

Data Lake 105

Data Lake Data Warehouse Unstructured Data Big Data 105

IBM Big Data Hub

DECEMBER 5, 2023

Generative AI excels at handling diverse data sources such as emails, images, videos, audio files and social media content. This unstructured data forms the backbone for creating models and the ongoing training of generative AI, so it can stay effective over time.

Unstructured Data 93

Unstructured Data Cost-Benefit Experimentation Machine Learning 93

Smart Data Collective

AUGUST 28, 2021

Usually, business or data analysts need to extract insights for reporting purposes, so data warehouses are more suitable for them. On the other hand, a data scientist may require access to unstructured data to detect patterns or build a deep learning model, which means that a data lake is a perfect fit for them.

Data Lake 140

Data Lake Data Warehouse Unstructured Data Structured Data 140

CIO Business Intelligence

JUNE 7, 2022

But only in recent years, with the growth of the web, cloud computing, hyperscale data centers, machine learning, neural networks, deep learning, and powerful servers with blazing fast processors, has it been possible for NLP algorithms to thrive in business environments. NLP will account for $35.1 Putting NLP to Work.

Unstructured Data 82

Unstructured Data Deep Learning Insurance Interactive 82

CIO Business Intelligence

AUGUST 11, 2023

How natural language processing works NLP leverages machine learning (ML) algorithms trained on unstructured data, typically text, to analyze how elements of human language are structured together to impart meaning.

Unstructured Data 137

Unstructured Data Modeling Machine Learning Data mining 137

Smart Data Collective

JUNE 10, 2022

The average data scientist earns over $108,000 a year. The interdisciplinary field of data science involves using processes, algorithms, and systems to extract knowledge and insights from both structured and unstructured data and then applying the knowledge gained from that data across a wide range of applications.

Data Science 116

Data Science Machine Learning Statistics Business Intelligence 116

IBM Big Data Hub

DECEMBER 19, 2023

The main difference being that while KNN makes assumptions based on data points that are closest together, LOF uses the points that are furthest apart to draw its conclusions. Unsupervised learning Unsupervised learning techniques do not require labeled data and can handle more complex data sets.

Machine Learning 67

Machine Learning Optimization Unstructured Data Sales 67

CIO Business Intelligence

APRIL 27, 2022

The applications were trained to look at terabytes of unstructured data including images, text data, video and audio to identify the right influencers for a specific brand. However, with 50 million self-identified creators, the vast volumes of data processing became too great. “As

Modeling 52

Modeling Advertising Unstructured Data Cost-Benefit 52

Smart Data Collective

DECEMBER 21, 2020

Key benefits of AI include recognizing speech, identifying objects in an image, and analyzing natural or unstructured data forms. The insurance industry is especially suited to AI because it deals with enormous amounts of big data. Are we close to AI reliance?

Insurance 132

Insurance Cost-Benefit Big Data Unstructured Data 132

IBM Big Data Hub

JULY 6, 2023

Python is the most common programming language used in machine learning. Machine learning and deep learning are both subsets of AI. Deep learning teaches computers to process data the way the human brain does. Deep learning algorithms are neural networks modeled after the human brain.

Machine Learning 56

Machine Learning Data Science Statistics Deep Learning 56

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 57

Deep Learning Machine Learning Unstructured Data Modeling 57

IBM Big Data Hub

FEBRUARY 14, 2024

Financial services AI-powered FinOps (Finance + DevOps) helps financial institutions operationalize data-driven cloud spend decisions to safely balance cost and performance in order to minimize alert fatigue and wasted budget. AI platforms can use machine learning and deep learning to spot suspicious or anomalous transactions.

Cost-Benefit 84

Cost-Benefit Insurance Unstructured Data Machine Learning 84

IBM Big Data Hub

AUGUST 28, 2023

Named entity recognition (NER): NER extracts relevant information from unstructured data by identifying and classifying named entities (like person names, organizations, locations and dates) within the text. And with advanced software like IBM Watson Assistant , social media data is more powerful than ever.

Data mining 54

Data mining Machine Learning Deep Learning Marketing 54

datapine

AUGUST 14, 2019

Data science tools are used for drilling down into complex data by extracting, processing, and analyzing structured or unstructured data to effectively generate useful information while combining computer science, statistics, predictive analytics, and deep learning.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

bridgei2i

OCTOBER 7, 2020

The automated process can then be used to parse data sources like structured and unstructured data sources such as – IoT data, claims data, physical proofs, social data, life health data and in a variety of formats such as textual, visual, sensor-based and electronic etc. The way ahead for insurers.

Insurance 52

Insurance Sales Strategy Digital Transformation 52

Analytics Vidhya

APRIL 8, 2023

Introduction More businesses are moving online these days, and consumers are ordering online instead of traveling to the store to buy. Zomato and Swiggy are popular online platforms for ordering food products. Other examples are Uber Eats, Food Panda, and Deliveroo, which also have similar services. They provide food delivery options.

Analytics 307

Analytics Unstructured Data Deep Learning Machine Learning 307