Top Three Ways To Get The Most Out Of Your Machine Learning Project
Author(s): Bipin Biddappa P K Machine Learning, Opinion And here is why you should be doing them right away Photo by Icons8 team on Unsplash Introduction A machine learning model learns from the data it is given to make better and better decisions over …
Perceptron Is Not SGD: A Better Interpretation Through Pseudogradients
Author(s): Francesco Orabona, Ph.D. Actual conversation with my wife (Image from xkcd.com) There is a popular interpretation of the Perceptron as a stochastic (sub)gradient descent procedure. I even found slides online with this idea. The thought of so many young minds twisted by these …
House Price Predictions Using Keras
Author(s): PRATIYUSH MISHRA Deep Learning Implementing neural networks using Keras along with hyperparameter tuning to predict house prices. This is a starter tutorial on modeling using Keras which includes hyper-parameter tuning along with callbacks. Problem Statement Creating a Keras-Regression model that can accurately …
How we connected Amazon S3 to Microsoft PowerBI… in 5 minutes…
Author(s): Ilyas Iyoob, PhD, and Umar Iyoob PowerBI has quickly risen to become the default dashboarding tool for many business users, while S3 continues to remain the default object store for technical users. So, what would seem like an effortless connection between …
Evaluation-Time Bias in Evolutionary Algorithms
Author(s): Rutuja Shivraj Pawar Artificial Intelligence, Optimization A brief overview with the early research works from the literature Photo by Jon Tyson on Unsplash An Evolutionary Algorithm (EA) is a subset of evolutionary computation in artificial intelligence. Evolutionary computation is a family of …
NLP using Deep Learning Tutorials: Understand the Activation Function
Author(s): Abdelkader Rhouati This article is a first of a series that I’m writing, and where I will try to address the topic of using Deep Learning in NLP. First of… Continue reading on Towards AI » Published via Towards AI …
ROI based Hybrid Lossy and Lossless Image Compression
Author(s): Mahisha Patel Computer Vision You don’t always need an entire high-quality image for insights! Photo by Anna Shvets from Pexels This article aims to present the amalgamation of lossy and lossless compression for building a hybrid approach based on Region Of Interest …
Unraveling Coreference Resolution in NLP!
Author(s): Ananya Banerjee Natural Language Processing Unraveling Coreference Resolution in NLP! Coreference Resolution Coreference Resolution is one of the most essential Natural Language Processing (NLP) tasks. But, before we begin to understand Coreference Resolution, it is essential to understand the definition of discourse. …
How to evaluate you model using the Confusion Matrix
Author(s): Eugenia Anello I have met the confusion matrix during my first year of Data Science master's degree. The first time the professor had explained it, I… Continue reading on Towards AI » Published via Towards AI …
Understanding Functions in AI
Last Updated on February 23, 2021 by Editorial Team Author(s): Lawrence Alaso Krukrubo Artificial Intelligence, Machine Learning Exploring the Domain and Range of functions… image credit| wikipedia Every single data transformation we do in Artificial intelligence seeks to convert input-data to the most …
TensorFlow: Accelerate NumPy with GPUs
Author(s): Louis Chan Speed up matrix operations with TensorFlow’s experimental API Continue reading on Towards AI » Published via Towards AI …
Google’s Model Search is a New Open Source Framework that Uses Neural Networks to Build Neural…
Author(s): Jesus Rodriguez The new framework brings state-of-the-art neural architecture search methods to TensorFlow. Continue reading on Towards AI » Published via Towards AI …
Top 8 Must-Know Skills To Become A Data Scientist
Author(s): Conor O’Sullivan In order to become a data scientist, a person will likely be required to develop or acquire new skills in order to do the job proficiently… Continue reading on Towards AI » Published via Towards AI …
ShaRF: Take a Picture From a Real-Life Object, and Create a 3D Model of It
Author(s): Louis (What’s AI) Bouchard Just imagine how cool it would be to just take a picture of an object and have it in 3D to insert in the movie or video game you are… Continue reading on Towards AI » Published …
Finding Time-shift Between Two Timeseries for Maximum Correlation
Author(s): Rahul Bhadani Just a few lines of code to find a maximum correlation between two timeseries by retrieving appropriate time-shift Continue reading on Towards AI » Published via Towards AI …
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