Sat.Sep 18, 2021 - Fri.Sep 24, 2021

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Building a Machine Learning Model for Title Generation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Image 1 Introduction In this article, I will use the YouTube Trends database and Python programming language to train a language model that generates text using learning tools, which will be used for the task of making youtube video articles or for your blogs. […]. The post Building a Machine Learning Model for Title Generation appeared first on Analytics Vidhya.

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The First Rule of Machine Learning: Start without Machine Learning

Eugene Yan

Why this is the first rule, some baseline heuristics, and when to move on to machine learning.

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Inaccuracies, irresponsible coverage, and conflicts of interest in The New Yorker

fast.ai

If you haven’t already read the terrible New Yorker long covid article, I don’t recommend doing so. Here is the letter I sent to the editor. Feel free to reuse or modify as you like. The below are just a subset of the many issues with the article. If you are looking for a good overview of long covid and patient advocacy, please instead read Ed Yong’s Long-Haulers Are Fighting for their Future.

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A Complete Guide on Sampling Techniques for Data Science

Analytics Vidhya

This article was published as a part of the Data Science Blogathon In this guide, I will share a detailed deep-dive of what is sampling, what are sampling techniques, and the industry use cases. As you know, fundamental to Data Science is getting good quality sample data. We always derive population parameters from the sample. Our […]. The post A Complete Guide on Sampling Techniques for Data Science appeared first on Analytics Vidhya.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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Data Analysis and Price Prediction of Electric Vehicles

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview of Electric Vehicle Sector The supply of fossil fuels is constantly decreasing. The situation is very alarming. It is time for the world to slowly adapt to electric vehicles. A lot of change needs to happen. Major carmakers like Tesla and Porsche manufacture […]. The post Data Analysis and Price Prediction of Electric Vehicles appeared first on Analytics Vidhya.

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How to Develop a Virtual Keyboard Using OpenCV

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction OpenCV is the most popular library for the task of computer vision, it is a cross-platform open-source library for machine learning, image processing, etc. using which real-time computer vision applications are developed. CVzone is a computer vision package, where it uses OpenCV and […].

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Complete Guide to Feature Engineering: Zero to Hero

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction You must be aware of the fact that Feature Engineering is the heart of any Machine Learning model. How successful a model is or how accurately it predicts that depends on the application of various feature engineering techniques. In this article, we are […]. The post Complete Guide to Feature Engineering: Zero to Hero appeared first on Analytics Vidhya.

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Different Type of Correlation Metrics Used by Data Scientists

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Before explaining the correlation and correlation metrics, I would like you to answer a simple question. Let’s suppose you are the owner of a company that makes soft drinks. You have collected past one-year records which are the cost and sales of the […]. The post Different Type of Correlation Metrics Used by Data Scientists appeared first on Analytics Vidhya.

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Guide for Data Visualization With Bokeh Python Library

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Image 1 Introduction I am sure many of you have read several articles around the world stating the buzz around “Machine Learning, “Data Scientist”, “Data Visualization” and so on. Some have branded data science as the sexiest job of the 21st century. A report […].

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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CNN based Dog Breed Classifier Using Stacked Pretrained Models

Analytics Vidhya

This article was published as a part of the Data Science Blogathon In this article, we will learn how to classify images based on fine details of images using a stacked pre-trained model to get maximum accuracy in TensorFlow. Introduction Hey folks, I hope you have done some image classification using pre-trained TensorFlow or TensorFlowor other […].

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Hand Made Visualizations in Python using cutecharts Library

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Image1 Introduction In this article, I would like to introduce a cool python hand-painted styles visualization package; cute charts. Cutecharts are perfect to give a more personal touch to charts. If you want to make charts less intimidating then add a spoonful of sweetness […].

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Sentiment Analysis with LSTM and TorchText with Code and Explanation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon What you will learn in this Article In this article, we will see every single details that you need to know for sentiment data analysis using the LSTM network using the torchtext library. We will see, how to use spacy tokenizer in torchtext data […]. The post Sentiment Analysis with LSTM and TorchText with Code and Explanation appeared first on Analytics Vidhya.

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Understand Transfer Learning Using TensorFlow.JS

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction In practice, the vast majority of you will not have to deal with creating new models and training them from scratch on the client-side. Most often, you will have to create models based on existing ones. This technique is called Transfer Learning. Also, […]. The post Understand Transfer Learning Using TensorFlow.JS appeared first on Analytics Vidhya.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Gradient Boosting Algorithm: A Complete Guide for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction In this article, I am going to discuss the math intuition behind the Gradient boosting algorithm. It is more popularly known as Gradient boosting Machine or GBM. It is a boosting method and I have talked more about boosting in this article. […]. The post Gradient Boosting Algorithm: A Complete Guide for Beginners appeared first on Analytics Vidhya.

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Big Announcement – Analytics Vidhya Announces Strategic Funding from Fractal!

Analytics Vidhya

Analytics Vidhya secures $5.5 million (INR 40 crores) investment from Fractal It is with immense pleasure and pride, we announce that Analytics Vidhya has secured a $5.5 million (INR 40 crores) investment from Fractal (fractal.ai) with an aim to train 500,000 Full Stack AI Professionals. Since its inception, Analytics Vidhya has been at the helm […].

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Three Computer Vision Projects to Skyrocket your Data Science Career!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Most people, when starting to learn Data Science and Machine Learning, often get bored if they don’t get a chance to play with some interesting code in some real-life projects where they can work on different stages of the pipeline of the Data […]. The post Three Computer Vision Projects to Skyrocket your Data Science Career!