Towards Data Scienceadded this to Machine LearningThe Great Gatsby Summarizing The Great Gatsby using Natural Language Processingtowardsdatascience.com - Andrew Oliver For those unfamiliar with graph theory, it’s very simple. Elementary graphs have two parts: nodes and edges. A node represents a real-world concept …
Towards Data Scienceadded this to Machine Learning An Intuitive Explanation to Dropouttowardsdatascience.com - Ali Masri Training neural networks is tricky. One should be careful that his model is good enough to learn from existing data, and good enough to generalize to …
Towards Data Scienceadded this to MathematicsAlgebra Optimizing Individual-Level Models for Group-Level Predictionstowardsdatascience.com - Hilaf Hasson Part 2 — The Median of a Sum of Independent Identically Distributed Variables In Part 1 — An Analysis of Bias I explored bias in group-level …
Towards Data Scienceadded this to Machine LearningBias Optimizing Individual-Level Models for Group-Level Predictionstowardsdatascience.com - Hilaf Hasson The goal of this post is to present some of my thoughts about a very common, yet scantily addressed, problem in machine learning at large (and …
Towards Data Scienceadded this to Editors' Picks 10 Days to Become a Google Cloud Certified Professional Data Engineertowardsdatascience.com - Jeff Hale Let’s tackle the why first. I decided to take the Google Cloud Certified Professional Data Engineer exam for two reasons. First, I wanted to learn …
Towards Data Scienceadded this to Machine LearningEarthquakes Neural network can explain the physics of an earthquake rupturetowardsdatascience.com - Sabber Ahamed Damage due to earthquakes poses a threat to humans worldwide. To estimate the hazard, scientists use historical earthquake data and ground motion …
Towards Data Scienceadded this to Editors' PicksEarthquakes Neural network can explain the physics of an earthquake rupturetowardsdatascience.com - Sabber Ahamed Damage due to earthquakes poses a threat to humans worldwide. To estimate the hazard, scientists use historical earthquake data and ground motion …
Towards Data Scienceadded this to Artificial IntelligenceTrading High Frequency Trading (HFT) with AI : Simplifiedtowardsdatascience.com - Prakhar Ganesh Take a peek into the ever-competing world of HFTs and how is AI becoming a part of it. High Frequency Trading (HFT) is complex algorithmic trading in …
Towards Data Scienceadded this to Editors' PicksDeep Learning Comprehensive Introduction to Neural Network Architecturetowardsdatascience.com - Matthew Stewart, PhD Researcher A detailed overview of neural architecture, activation functions, loss functions, output units. This article is the second in a series of articles …
Towards Data Scienceadded this to Machine Learning My First Encounter with GANStowardsdatascience.com - Pawan Jain GANs, or Generative Adversarial Networks, is a type of neural network architecture that allows neural networks to generate data GANs are generative …
Towards Data Scienceadded this to Editors' Picks The Kalman Filter and External Control Inputstowardsdatascience.com - Ben Ogorek • Use the statsmodels Python module to implement a Kalman Filter model with external control inputs, • Use Maximum Likelihood to estimate unknown …
Towards Data Scienceadded this to Machine LearningInformation Design 10 Visualizations Every Data Scientist Should Knowtowardsdatascience.com - Jorge Castañón, Ph.D. Ancient ruins are sometimes discovered after long years investigating regions of the world covered by dense jungle or giant forests. The feeling of …
Towards Data Scienceadded this to Computer vision [CVPR 2019] Pose2Seg: Detection Free Human Instance Segmentationtowardsdatascience.com - Quan Hua In this post, we will review the paper “Pose2Seg: Detection Free Human Instance Segmentation” from CVPR 2019. The paper presents a new approach to …
Towards Data Scienceadded this to Machine LearningMachine Learning Some Things I Wish I Had Known Before Scaling Machine Learning Solutions: Part IItowardsdatascience.com - Jesus Rodriguez This is the second part of an article highlighting some key best practices in the implementation of machine learning solutions. The first part …
Towards Data Scienceadded this to Artificial IntelligenceArtificial Intelligence Artificial Intelligence: Revolutionizing the Mobile App Industrytowardsdatascience.com - Gaurav Raturi In today’s competitive market, Artificial Intelligence has become a topic of exploration and growth in the business industry. Trend-setters in the …
Towards Data Scienceadded this to Machine LearningPredictions Quick Start to Gaussian Process Regressiontowardsdatascience.com - Hilarie Sit A quick guide to understanding Gaussian process regression (GPR) and using scikit-learn’s GPR package Gaussian process regression (GPR) is a …
Towards Data Scienceadded this to Artificial IntelligencePyTorch Keras vs Pytorch for Deep Learningtowardsdatascience.com - George Seif To define Deep Learning models, Keras offers the Functional API. With the Functional API, neural networks are defined as a set of sequential …
Towards Data Scienceadded this to Machine LearningLoans Turning Lending Club’s Worst Loans into Investment Goldtowardsdatascience.com - Tony Yiu We Use Machine Learning to Mine Profit From Lending Club’s Junkiest Loans This is a writeup of a machine learning project I completed. In this post I …
Towards Data Scienceadded this to Natural Language ProcessingProgrammatically Programmatically Build REGEX (Regular Expression) in Python for Pattern Matchingtowardsdatascience.com - AMR Regular Expression (Regex — often pronounced as ri-je-x or reg-x) is extremely useful while you are about to do Text Analytics or Natural Language …
Towards Data Scienceadded this to Editors' PicksSoftware Development How to bridge Machine Learning and Software Engineeringtowardsdatascience.com - Timo Böhm There is a growing frustration within the data science/machine learning community to see yet another PoC (Proof of Concept) create promising results …
Towards Data Scienceadded this to Python An “Equation-to-Code” Machine Learning Project Walk-Through — Part 4 Regularizationtowardsdatascience.com - BrambleXu Hi, everyone! This is “Equation-to-Code” walk-through part 4, the final one in this series. In the previous articles, we talk about in linear separable …
Towards Data Scienceadded this to Artificial IntelligenceBias Improving Deep Neural Networkstowardsdatascience.com - Rochak Agrawal Deep Neural Networks are the solution to complex tasks like Natural Language Processing, Computer Vision, Speech Synthesis etc. Improving their …
Towards Data Scienceadded this to Data VisualisationData Visualization Data Visualization With MatPlotLib Using Pythontowardsdatascience.com - Pramod Chandrayan In today’s digital world data has become as important as air.Machines & humans both are literally breathing in & breathing out data data and …
Towards Data Scienceadded this to PythonFlipboardIcon version of the Flipboard logoCodes Data Visualization With MatPlotLib Using Pythontowardsdatascience.com - Pramod Chandrayan In today’s digital world data has become as important as air. People are consuming and generating huge volumes of data knowingly and unknowingly on a …
Towards Data Scienceadded this to Artificial IntelligenceAlexa Building a Personal assistant like Alexa & open domain question answeringtowardsdatascience.com - Samrat Saha In this series i will articulate my experience in building a personal assistant like Alexa , google personal assistant or google home covering …
Towards Data Scienceadded this to Artificial Intelligence Difference between Local Response Normalization and Batch Normalizationtowardsdatascience.com - Aqeel Anwar A short tutorial on different normalization techniques used in Deep Neural Networks. Normalization has become an important of deep neural networks …
Towards Data Scienceadded this to Editors' PicksPUBG How Do We Survive in PUBG?towardsdatascience.com - Melanie Tsang Player Unknown’s Battle Grounds, also known as PUBG, is a popular video game consisting of millions of active users monthly. In each game, 100 …
Towards Data Scienceadded this to Editors' PicksProbability Analyzing Trump’s Twitter Compulsiontowardsdatascience.com - Jennifer McKaig Never before has a U.S. President used Twitter to such a prolific and disturbing degree. What hidden insights can we glean from the text messages of …
Towards Data Scienceadded this to Artificial IntelligenceMicrosoft Azure Intelligent, realtime and scalable video processing in Azuretowardsdatascience.com - René Bremer In this tutorial, an end to end project is created in order to do intelligent, realtime and scalable video processing in Azure. In this, a capability …
Towards Data Scienceadded this to Machine LearningYouTube Using Deep Neural Networks to make YouTube Recommendationstowardsdatascience.com - Connor Anderson The recommendation system they designed has two stages. The first being a neural network for candidate generation and the latter for ranking. …
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