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

KDnuggets

JULY 17, 2023

The second edition of the book Neural Networks and Deep Learning is now available. This book covers both classical and modern models in deep learning. The book is intended to be a textbook for universities, and it covers the theoretical and algorithmic aspects of deep learning.

Deep Learning 84

Deep Learning Modeling IT 84

Analytics Vidhya

JUNE 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Deep learning techniques like image classification, segmentation, object detection are used. The post Evaluate Your Model – Metrics for Image Classification and Detection appeared first on Analytics Vidhya.

Metrics 211

Metrics Modeling Deep Learning Data Science 211

KDnuggets

OCTOBER 27, 2023

This week on KDnuggets: Go from learning what large language models are to building and deploying LLM apps in 7 steps • Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning • And much, much more!

Deep Learning 113

Deep Learning Data Science Statistics Machine Learning 113

Analytics Vidhya

MARCH 18, 2021

ArticleVideo Book Objective Transfer learning through Pre-trained models is a time and cost-efficient solution for deep learning problems. Understand the Architecture of Lenet-5 as. The post The Architecture of Lenet-5 appeared first on Analytics Vidhya.

Deep Learning 313

Deep Learning Modeling Analytics 313

Analytics Vidhya

AUGUST 17, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction One of my last articles was all about Convolutional Network, The post Developing an Image Classification Model Using CNN appeared first on Analytics Vidhya.

Modeling 295

Modeling Data Science Publishing Analytics 295

Analytics Vidhya

AUGUST 12, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview This article will briefly discuss CNNs, a special variant. The post A Hands-on Guide to Build Your First Convolutional Neural Network Model appeared first on Analytics Vidhya.

Modeling 343

Modeling Data Science Publishing Analytics 343

Analytics Vidhya

MAY 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In Machine learning or Deep Learning, some of the models. The post How to transform features into Normal/Gaussian Distribution appeared first on Analytics Vidhya.

Deep Learning 285

Deep Learning Machine Learning Data Science Publishing 285

Analytics Vidhya

JULY 7, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon GANs are used for teaching a deep learning model to generate. The post Deep Convolutional Generative Adversarial Network (DCGAN) for Beginners appeared first on Analytics Vidhya.

Deep Learning 245

Deep Learning Data Science Publishing Modeling 245

Analytics Vidhya

MAY 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Deep Learning is a very powerful tool that has now. The post Pneumonia Prediction: A guide for your first CNN project appeared first on Analytics Vidhya.

Deep Learning 328

Deep Learning Data Science Publishing Analytics 328

Analytics Vidhya

FEBRUARY 27, 2021

ArticleVideo Book Introduction One of the biggest challenges that deep learning faces today is the addition of newer labels to the neural models without. The post Incremental and Reinforced learning for Image classification appeared first on Analytics Vidhya.

Deep Learning 215

Deep Learning Modeling Analytics 215

Analytics Vidhya

APRIL 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. The post Porting a Pytorch Model to C++ appeared first on Analytics Vidhya. Instructions In this article, we are going to see different.

Modeling 201

Modeling Data Science Publishing Analytics 201

Analytics Vidhya

JUNE 23, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Deep neural networks are very fascinating and it produces magic. The post Understanding ResNet and analyzing various models on the CIFAR-10 dataset appeared first on Analytics Vidhya.

Modeling 228

Modeling Data Science Publishing Analytics 228

Analytics Vidhya

MAY 28, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction If you are a beginner in the field of neural. The post A complete hands-on guide to train your neural network model on Google Colab GPU appeared first on Analytics Vidhya.

Modeling 255

Modeling Data Science Publishing Analytics 255

Cloudera

SEPTEMBER 20, 2022

This blog is intended to serve as an ethics sheet for the task of AI-assisted comic book art generation, inspired by “ Ethics Sheets for AI Tasks.” AI-assisted comic book art generation is a task I proposed in a blog post I authored on behalf of my employer, Cloudera. Introduction. Scope, motivation, and benefits.

Deep Learning 84

Deep Learning Cost-Benefit Risk Data-driven 84

DataRobot

FEBRUARY 10, 2021

Even if all the code runs and the model seems to be spitting out reasonable answers, it’s possible for a model to encode fundamental data science mistakes that invalidate its results. These errors might seem small, but the effects can be disastrous when the model is used to make decisions in the real world.

Modeling 98

Modeling Deep Learning Machine Learning Testing 98

Analytics Vidhya

MAY 25, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon “Generative Adversarial Networks is the most interesting idea in the last. Train Your First GAN Model | Let’s Talk About GANs Part 2? appeared first on Analytics Vidhya.

Modeling 143

Modeling Data Science Publishing Analytics 143

Analytics Vidhya

JUNE 29, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Did you developed a Machine Learning or Deep Learning application. The post Deploy Your ML/DL Streamlit Application on Heroku appeared first on Analytics Vidhya.

Deep Learning 151

Deep Learning Machine Learning Data Science Publishing 151

Data Science and Beyond

DECEMBER 23, 2018

In my opinion it’s more exciting and relevant to everyday life than more hyped data science areas like deep learning. However, I’ve found it hard to apply what I’ve learned about causal inference to my work. Hence, the book is full of practical examples.

Deep Learning 103

Deep Learning Experimentation Data-driven Data Science 103

Analytics Vidhya

MARCH 19, 2021

ArticleVideo Book Objective When we talk about the Pre-trained model in the Computer Vision domain, Alexnet comes out as a leading architecture. Let’s understand. The post Introduction to The Architecture of Alexnet appeared first on Analytics Vidhya.

Modeling 311

Modeling Analytics Deep Learning 311

Analytics Vidhya

MARCH 15, 2021

ArticleVideo Book Introduction In a Neural Network, the Gradient Descent Algorithm is used during the backward propagation to update the parameters of the model. The post Variants of Gradient Descent Algorithm appeared first on Analytics Vidhya.

Modeling 289

Modeling Analytics Deep Learning 289

Analytics Vidhya

JUNE 10, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Yes, it’s true!! Now, object detection models can be done with. The post Simplest way to do Object Detection on custom datasets appeared first on Analytics Vidhya.

Data Science 282

Data Science Publishing Modeling Analytics 282

Analytics Vidhya

MARCH 17, 2021

ArticleVideo Book Objective In sequence modeling techniques, the Gated Recurrent Unit is the newest entrant after RNN and LSTM, hence it offers an improvement. The post Introduction to Gated Recurrent Unit (GRU) appeared first on Analytics Vidhya.

Modeling 305

Modeling Analytics IT Deep Learning 305

CIO Business Intelligence

DECEMBER 20, 2023

Since the last mile process is highly agile, CIOs must ensure the software systems have built-in deep learning capabilities to make in-the-moment decisions. For example, Uber and Zomato use a deep learning algorithm that considers driver location and overall ratings while mapping them to particular orders/bookings.

Software 111

Software Deep Learning B2B Cost-Benefit 111

Analytics Vidhya

APRIL 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In the application of the Convolution Neural Network(CNN) model, The post Neural Networks and Activation Function appeared first on Analytics Vidhya.

Data Science 194

Data Science Publishing Modeling Analytics 194

Analytics Vidhya

APRIL 23, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Data models are important in decision-making. programming can. The post Neural Networks Inside Internet Infrastructure appeared first on Analytics Vidhya.

Data Science 181

Data Science Publishing Modeling Analytics 181

Analytics Vidhya

JUNE 11, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction VGG- Network is a convolutional neural network model proposed by. The post Build VGG -Net from Scratch with Python! appeared first on Analytics Vidhya.

Data Science 173

Data Science Publishing Modeling Analytics 173

Rocket-Powered Data Science

DECEMBER 16, 2018

In a related post we discussed the Cold Start Problem in Data Science — how do you start to build a model when you have either no training data or no clear choice of model parameters. There are also examples of cold start in supervised machine learning (where you do have class labels on the training data).

Machine Learning 203

Machine Learning Metrics Optimization Data Science 203

Decision Management Solutions

JANUARY 16, 2020

executive editor of The Machine Learning Times and founder of the Predictive Analytics World and Deep Learning World conference series, discusses the pitfalls of predictive analytics in his article, “ Why Operationalizing Machine Learning Requires a Shrewd Business Perspective.”

Machine Learning 87

Machine Learning Predictive Modeling Predictive Analytics Deep Learning 87

O'Reilly on Data

JULY 28, 2020

Ethics and Data Science is a short book that helps developers think through data problems, and includes a checklist that team members should revisit throughout the process. You must detect when the model has become stale, and retrain it as necessary. Those are questions that every product team needs to think about.

Marketing 362

Marketing Experimentation Metrics Testing 362

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. Transformer models take applications such as language translation and chatbots to a new level.

Unstructured Data 142

Unstructured Data Modeling Machine Learning Data mining 142

Andrew White

JANUARY 5, 2023

Deep learning, which extends neural networks to a level hard to imagine even 15 years ago, has access to so many sources of material where the Great Gatsby is mentioned, described, analyst, précised and critiqued. There are books online, papers, and other sources on the Internet. For the press and pundits this was hot news.

Deep Learning 64

Deep Learning Testing Modeling IT 64

Sisense

APRIL 10, 2020

We are surrounded by written text every day: emails, SMS messages, webpages, books, and much more. These support a wide array of uses, such as data analysis, manipulation, visualizations, and machine learning (ML) modeling. Some standard Python libraries are Pandas, Numpy, Scikit-Learn, SciPy, and Matplotlib.

Deep Learning 98

Deep Learning Data Science Machine Learning Visualization 98

Smart Data Collective

AUGUST 20, 2021

Different apps allow us to chat with friends, order food delivery, book a taxi, and find the best way to the office. Machine learning has helped with all of these solutions in apps , but it can be even more valuable when it comes to monetizing them better. You need to know how to leverage your machine learning algorithms effectively.

Machine Learning 89

Machine Learning Data mining Advertising Deep Learning 89

Smart Data Collective

FEBRUARY 15, 2022

In the past, people usually plagiarized content out of books. They would have to go through every possible book they could think of to identify passages that students or other authors might have copied. These tools use deep learning to improve the process constantly. This new service has proven to be remarkably useful.

Machine Learning 116

Machine Learning Deep Learning Software Technology 116

DataRobot

SEPTEMBER 27, 2021

He’s the author of numerous books and papers on these subjects and is devoted to the preservation and revitalization of Jejueo. But, no matter how good it gets, it’s not going to be a model of how language works in the human brain any more than the best airplane in the world is going to be a model for how a bird flies.

Deep Learning 52

Deep Learning Modeling IT 52

CIO Business Intelligence

JUNE 12, 2023

There are sales calls and workshops, and some book meetings right into the calendar. The company also lets AI make 3D models to follow a construction or streamline internal training. “We But maybe the next step for salespeople will be to learn it too.” It’s lots of phone calls,” says Svensson. “I I didn’t think it could be more.

Sales 52

Sales Machine Learning Experimentation Deep Learning 52