Sat.Aug 08, 2020 - Fri.Aug 14, 2020

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Building Sales Prediction Web Application using Machine Learning Dataset

Analytics Vidhya

Introduction There are a lot of resources on the internet about finding insights and training models on machine learning datasets however very few articles. The post Building Sales Prediction Web Application using Machine Learning Dataset appeared first on Analytics Vidhya.

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Unpopular Opinion: Data Scientists Should be More End-to-End

Eugene Yan

Why (and why not) be more end-to-end, how to, and Stitch Fix and Netflix's experience

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Stopping phishing campaigns with bash

Christian Haschek

A few days ago my wife got a text message that was obviously a bad phishing attempt !

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Keras for Beginners

Victor Zhou

Keras is a simple-to-use but powerful deep learning library for Python. This 3-post series, written for beginners, provides a simple way for anyone to get started solving real machine learning problems. We’ll start with an introduction to classic Neural Networks for complete beginners before delving into two popular variants: Recurrent Neural Networks (RNNs) and Convolutional Neural Networks (CNNs).

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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10 Powerful YouTube Channels for Data Science Aspirants!

Analytics Vidhya

Overview The path to spread data science has been blazed by people determined to make the world a better place Here is a list. The post 10 Powerful YouTube Channels for Data Science Aspirants! appeared first on Analytics Vidhya.

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Recruit Ponpare is Japan’s leading joint coupon site, offering huge discounts on everything from…

Kaggle

Halla Yang finished 2nd ahead of 1,191 other data scientists.

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Here’s All you Need to Know About Encoding Categorical Data (with Python code)

Analytics Vidhya

Overview Understand what is Categorical Data Encoding Learn different encoding techniques and when to use them Introduction The performance of a machine learning. The post Here’s All you Need to Know About Encoding Categorical Data (with Python code) appeared first on Analytics Vidhya.

Python 374
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Image Augmentation on the fly using Keras ImageDataGenerator!

Analytics Vidhya

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.

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How to Extract tabular data from PDF document using Camelot in Python

Analytics Vidhya

Introduction PDF or Portable Document File format is one of the most common file formats in today’s time. It is widely used across every. The post How to Extract tabular data from PDF document using Camelot in Python appeared first on Analytics Vidhya.

Python 377
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How to Reduce Computational Constraints using Momentum Contrast V2(Moco-v2) in PyTorch

Analytics Vidhya

Introduction The SimCLR paper explains how this framework benefits from larger models and larger batch sizes and can produce results comparable to those of. The post How to Reduce Computational Constraints using Momentum Contrast V2(Moco-v2) in PyTorch appeared first on Analytics Vidhya.

Analytics 378
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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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Bias and Variance in Machine Learning – A Fantastic Guide for Beginners!

Analytics Vidhya

Overview Learn to interpret Bias and Variance in a given model. What is the difference between Bias and Variance? How to achieve Bias and. The post Bias and Variance in Machine Learning – A Fantastic Guide for Beginners! appeared first on Analytics Vidhya.

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Information Retrieval using word2vec based Vector Space Model

Analytics Vidhya

Overview Learn about Information Retrieval (IR), Vector Space Models (VSM), and Mean Average Precision (MAP) Create a project on Information Retrieval using word2vec based. The post Information Retrieval using word2vec based Vector Space Model appeared first on Analytics Vidhya.

Analytics 299