Exploratory Data Analysis (EDA) — Don’t ask how, ask what
Author(s): Louis Spielman The first step in any data science project is EDA. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
How to Calculate Accuracy for Regression?
Author(s): Benjamin Obi Tayo Ph.D. It depends on whether we are predicting a continuous or discrete target variable Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
If 2Pac Spoke the Queen’s English
Author(s): Sohaib Ahmad What is Neural Text-Style Transfer? Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Build A Recommendation System With Simple Code in Python
Author(s): Rashida Nasrin Sucky How to build a movie recommendation system in Python Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
The Azure ML Algorithm Cheat Sheet
Author(s): Lawrence Alaso Krukrubo Cloud Computing, Machine Learning Understanding how to choose the best ML models A common question often asked in Data Science is:- Which machine learning algorithm should I use? While there is no Magic-Algorithm that solves all business problems with zero errors, the …
Applications of Data Science and Machine Learning in Netflix
Author(s): Sivasubramanian B 🤯Do you wonder how Netflix recommendations perfectly match your preferences? Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Build A Neural Network From Scratch In Python
Author(s): Rashida Nasrin Sucky Detail explanation and step by step implementation of a Neural Network Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Getting Started with Titanic Kaggle | Part 2 by Durgesh Samariya
Author(s): Durgesh Samariya Let’s develop model to predict Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
6 Ways to Increase the Accuracy of a Machine Learning Model
Author(s): Benjamin Obi Tayo Ph.D. Several factors could influence the quality or predictive power of your model Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Getting started with Titanic Kaggle
Author(s): Durgesh Samariya Recently I started using Kaggle and did my first ever competition — Titanic: Machine Learning from Disaster. This is a beginner-friendly… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Closed-form and Gradient Descent Regression Explained with Python
Author(s): Satsawat Natakarnkitkul Machine learning, Programming Regression problem simplified and implementation in Python Photo by Jason Briscoe on Unsplash Introduction Regression is a kind of supervised learning algorithm within machine learning. It is an approach to model the relationship between the dependent variable (or …
Monte Carlo Simulation An In-depth Tutorial with Python
Figure 1: The Monte Carlo Simulation methods are used in many industries, from the stock market to finance, energy, banking, and other forecasting models. | Source: Pexels An in-depth tutorial on the Monte Carlo Simulation methods and applications with Python Author(s): Pratik Shukla, …
Adversarially-Trained Deep Nets Transfer Better
Author(s): Francisco Utrera Machine Learning What is the practical impact? We discovered a novel way to use adversarially-trained deep neural networks (DNNs) in the context of transfer learning to quickly achieve higher accuracy on image classification tasks — even when limited training data is …
Implement a Neural Network from Scratch with NumPy
Author(s): Dorian Lazar … a thing that is not as hard as you may think Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Machine Learning is Conquering Explicit Programming
Author(s): Vaibhav Khandelwal Machine Learning, Opinion Are machines better than humans? Photo by Lukas on Unsplash Before we proceed further to this post let us first understand what is a binary classification. So let’s understand this by a very simple instance. You are at …