Mathematical Modelling: Modelling the Spread of Diseases with SIRD Model

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction According to Haines and Crounch, mathematical modelling is a process. The post Mathematical Modelling: Modelling the Spread of Diseases with SIRD Model appeared first on Analytics Vidhya.

Building Language Models in NLP

Analytics Vidhya

Introduction A language model in NLP is a probabilistic statistical model that determines the probability of a given sequence of words occurring in a sentence based on the previous words. The post Building Language Models in NLP appeared first on Analytics Vidhya.

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Face detection using the Caffe model

Analytics Vidhya

Introduction In this section, we will build a face detection algorithm using Caffe model, but only OpenCV is not involved this time. The post Face detection using the Caffe model appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Deploying ML Models Using Kubernetes

Analytics Vidhya

The Model development process undergoes multiple iterations and finally, a model which has acceptable performance metrics on test data is taken to the production […]. The post Deploying ML Models Using Kubernetes appeared first on Analytics Vidhya.

Guide to Mathematical Optimization & Modeling

What is mathematical optimization and how does it compare to other types of analytics? Which tool should you use to develop optimization applications and scale them across the business? What are best practices for successful adoption? Read now.

What to Do After Deploying Your Model to Production?

Analytics Vidhya

Introduction Congratulations, you have deployed a model to production; it is an achievement for you and your team! The post What to Do After Deploying Your Model to Production? This article was published as a part of the Data Science Blogathon.

Machine Learning Model Evaluation

Analytics Vidhya

The post Machine Learning Model Evaluation appeared first on Analytics Vidhya. Beginner Machine Learning Python Regression Structured Data Supervised blogathon Model evaluationArticleVideo Book What is Machine Learning?

Different Types of Regression Models

Analytics Vidhya

It is based on data modelling and entails determining the best fit line that passes through all data points with the shortest distance possible […]. The post Different Types of Regression Models appeared first on Analytics Vidhya.

Machine Learning Model Deployment using Streamlit

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview of Streamlit If you are someone who has built ML models for real-time predictions and wondering how to deploy models in the form of web applications, to increase their accessibility.

Dog Breed Classification Using a Stacked Pre-Trained Model

Analytics Vidhya

An end-to-end guide on dog breed classification using stacked pre-trained CNN models […]. The post Dog Breed Classification Using a Stacked Pre-Trained Model appeared first on Analytics Vidhya.

Shipping your Machine Learning Models With Dockers

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Docker is a platform that deals with building, running, managing, The post Shipping your Machine Learning Models With Dockers appeared first on Analytics Vidhya.

The Essential Supply Chain Network Design Tooling Checklist

Dedicated supply chain network design software is fuelled by intuitive scenario analysis capabilities and powerful mathematical optimization. Answer 10 relevant questions to see if advanced network design & scenario modeling technology can help you.

Machine Learning Model – Serverless Deployment

Analytics Vidhya

Introduction Read this article on machine learning model deployment using serverless deployment. Serverless compute abstracts away provisioning, managing severs and configuring software, simplifying model.

Impact of Hyperparameters on a Deep Learning Model

Analytics Vidhya

In order to develop any deep learning model, one must decide on the most optimal values of […]. The post Impact of Hyperparameters on a Deep Learning Model appeared first on Analytics Vidhya.

Topic modeling With Naive Bayes Classifier

Analytics Vidhya

The post Topic modeling With Naive Bayes Classifier appeared first on Analytics Vidhya. Beginner Libraries NLP Python Text Topic Modeling blogathon naive bayes classifier python topic modeling

End-to-End Hotel Booking Cancellation Machine Learning Model

Analytics Vidhya

The post End-to-End Hotel Booking Cancellation Machine Learning Model appeared first on Analytics Vidhya. Beginner Datasets Machine Learning Model Deployment blogathon machine learning algorithm machine learning model

HuggingFace Transformer Model Using Amazon Sagemaker

Analytics Vidhya

Objective To learn how to use Amazon Sagemaker to Train and Deploy a Hugging Face Transformer Model. The post HuggingFace Transformer Model Using Amazon Sagemaker appeared first on Analytics Vidhya. Deep Learning MLops NLP PyTorch AWS blogathon hugging face transformer model

Implementing Supply Chain Network Design

Companies want to maximize service levels, but they also want to cut costs. These goals are often at odds with one another. How do you find the optimum balance? This guide offers hands-on advice that will help you use network design to achieve successful results.

Introduction to Linear Model for Optimization

Analytics Vidhya

Optimization aims to reduce training errors, and Deep Learning Optimization is concerned with finding a suitable model. The post Introduction to Linear Model for Optimization appeared first on Analytics Vidhya. Beginner Regression Statistics blogathon Linear Model logistic regression

Tesla raises price of Model Y, Model 3 variants

DataFloq

(Reuters) - Tesla Inc has increased the price of its Model 3 Long Range and Standard Range Plus and Model Y Long Range by $500, the electric-car maker’s website showed on Friday. Tesla delivered 182,780 Model 3/Ys in the first quarter, up 13% from the preceding quarter.

Streamlit – Quickly turn your ML models into Web apps

Analytics Vidhya

After you create your Machine Learning model for a specific problem, usually the next step is to create a. The post Streamlit – Quickly turn your ML models into Web apps appeared first on Analytics Vidhya. ArticleVideo Book What is Streamlit?

Pre-trained Stacked Model to Detect Pneumonia

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Let’s learn about the pre-trained stacked model and detect if the person has Pneumonia or not. The post Pre-trained Stacked Model to Detect Pneumonia appeared first on Analytics Vidhya.

Supply Chain Network Design: The Ultimate Use Cases eBook

Explore the most common use cases for network design and optimization software. This eBook shares how supply chain leaders leverage their supply chain design software to tackle a variety of challenges and questions.

Improving your Deep Learning model using Model Checkpointing- Part 1

Analytics Vidhya

The post Improving your Deep Learning model using Model Checkpointing- Part 1 appeared first on Analytics Vidhya. Advanced Deep Learning Videos Model Checkpointing

Cryptocurrency Price Prediction using ARIMA Model

Analytics Vidhya

The post Cryptocurrency Price Prediction using ARIMA Model appeared first on Analytics Vidhya. Advanced Machine Learning Python Time Series Forecasting ARIMA Model blogathonThis article was published as a part of the Data Science Blogathon.

Bank Note Authentication using Keras Sequential Model

Analytics Vidhya

The post Bank Note Authentication using Keras Sequential Model appeared first on Analytics Vidhya. Advanced Deep Learning Python blogathon Keras Sequential ModelThis article was published as a part of the Data Science Blogathon.

Face Detection Using the DLIB Face Detector Model

Analytics Vidhya

Though in this article we will not only test the frontal face but also different angles of the image and see where our model will perform […]. The post Face Detection Using the DLIB Face Detector Model appeared first on Analytics Vidhya.

New Buyer's Guide for Supply Chain Network Design

Many companies are looking to redesign their supply chain network to lower costs, improve service levels and reduce risks in the new year. Check out our updated Buyer's Guide for Supply Chain Network Design Software with research insights and learnings!

Python on Frontend: ML Models Web Interface With Brython

Analytics Vidhya

The post Python on Frontend: ML Models Web Interface With Brython appeared first on Analytics Vidhya. Advanced Cloud Computing Data Science Machine Learning Model Deployment Project blogathon brython machine learning Model deployment

Workflow of MLOps: Part 2 | Model Building

Analytics Vidhya

The post Workflow of MLOps: Part 2 | Model Building appeared first on Analytics Vidhya. Beginner Graphs & Networks Machine Learning Sequence Modeling blogathon machine learning MLOps pipeline workflowThis article was published as a part of the Data Science Blogathon.

Global Model Interpretability Techniques for Black Box Models

Analytics Vidhya

Introduction There is no mathematical equation for model interpretability. The post Global Model Interpretability Techniques for Black Box Models appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Unboxing H2O AutoML Models

Analytics Vidhya

The post Unboxing H2O AutoML Models appeared first on Analytics Vidhya. Beginner Machine Learning H2O AutoML ModelsArticleVideos Introduction AutoML (Automated Machine Learning) platforms are getting more and more popular these days, as they allow us to automate the process of.

The Business Value of MLOps

As machine learning models are put into production and used to make critical business decisions, the primary challenge becomes operation and management of multiple models. This report highlights some of the most impactful benefits of MLOps tools.

An End-to-End Guide to Model Explainability

Analytics Vidhya

In this article, we will learn about model explainability and the different ways to interpret a machine learning model. What is Model Explainability? Model explainability refers to the concept of being able to understand the machine learning model.

Evaluating A Classification Model for Data Science

Analytics Vidhya

Introduction to Evaluation of Classification Model As the topic suggests we are going to study Classification model evaluation. The post Evaluating A Classification Model for Data Science appeared first on Analytics Vidhya.

The Easiest Way To Deploy Machine Learning Models: PyWebIO

Analytics Vidhya

Creating a machine learning model is a wholesome process involving. The post The Easiest Way To Deploy Machine Learning Models: PyWebIO appeared first on Analytics Vidhya. Advanced Data Engineering Model Deployment blogathon Model deployment PyWebIO

A Complete Guide on Machine Learning Model Deployment Using Heroku

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview of Model Deployment Using Heroku Image 1 One of the most prevalent misunderstandings and mistakes for a failed ML project is spending a significant amount of time optimizing the ML model.

Storytelling: The Secret Weapon to Turning Your Data into Meaning

Speaker: Nils Davis, Principal, NPD Associates

Your end-user is important to your product’s development. However, this begs the question: “How do I tell if what I'm hearing from a customer is a need or 'just' a want?” Storytelling is critical for turning data into meaning and can be used for simple decision-making. In this session, Nils Davis will walkthrough a powerful model of what makes a great story.

X-Ray Classification Using Pretrained-Stacked Model

Analytics Vidhya

The post X-Ray Classification Using Pretrained-Stacked Model appeared first on Analytics Vidhya. Image Intermediate Libraries Machine Learning blogathon chest x-ray machine learning pertained stacked modelThis article was published as a part of the Data Science Blogathon.

Model Deployment -Deploy a Keras Model as a Python Web Application

Analytics Vidhya

The post Model Deployment -Deploy a Keras Model as a Python Web Application appeared first on Analytics Vidhya. Deep Learning Intermediate MLops Model Deployment Programming Project python blogathon deep learning Model deployment Web Applications

Introduction to Linear Predictive Models – Part 2

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Welcome readers to Part 2 of the Linear predictive model series. The post Introduction to Linear Predictive Models – Part 2 appeared first on Analytics Vidhya.

Deep learning model to predict mRNA Degradation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Designing a deep learning model that will predict degradation rates at each base of an RNA molecule using the Eterna dataset comprising over 3000 RNA molecules.

How to Use a Semantic Layer to Scale Data & Analytics Across Your Organization

Download this guide for practical advice on using a semantic layer to improve data literacy and scale self-service analytics. The guide includes a checklist, an assessment, industry-specific use cases, and a data & analytics maturity model and roadmap.