Introduction
Author(s): ___ Originally published on Towards AI. Understanding Exam Expectations In this article, I will describe how I prepared for the AWS Certified Machine Learning — Specialty exam. I will share the materials I used and my thoughts about their usefulness. Note …
9 Ways Machine Learning Can Improve Supply Chain Management
Author(s): Maruti Techlabs Originally published on Towards AI. Technology, Future Artificial Intelligence and Machine Learning have recently become buzzwords across different verticals, but what do they actually mean for modern supply chain management? Efficiency and cost-effectiveness are the biggest challenges facing supply …
An Insider’s guide to Cartoonization using Machine Learning
Author(s): Daksh Trehan Originally published on Towards AI. Deep Learning, Computer Vision Implementing white-box models to “cartoonize” real high-quality images. Cartoonization is itself a classic art but, the evolution in the field of Machine Learning is covering almost every realm. Today, in …
1. Highly Correlated Variables
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Louis Hansel @shotsoflouis on Unsplash In the real world, data is not as clean as it’s often assumed to be. That’s where all the data mining and wrangling comes in; to build …
Regression Line with Mathematics for the Linear Regression
Author(s): Gul Ershad Originally published on Towards AI. The equation of Intercept a: Regression is a prediction where the target is continuous and its applications are several. It is the simplest parametric model. Every data-set is given in a pair consisting of …
AI Disruption is Starting Already
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Standard Procedure AI disruption has already begun. Look at tools such as autoML or Lobe.They will soon eat out the demand for ML engineers at the lower end of the competence distribution. Not long …
Exploratory Data Analysis (EDA) using Pyspark
Author(s): Vivek Chaudhary Originally published on Towards AI. Data Analytics, Python The objective of this article is to perform analysis on the dataset and answer some questions to get the insight of data. We will learn how to connect to Oracle DB …
Scraping Your Medium Stories
Author(s): Joaquin de Castro Originally published on Towards AI. Data Mining, Programming While learning about and exploring the power of web scraping In the “good old days” Medium allowed us to have custom websites for our publications. Unfortunately, this functionality has been …
Sentiment Analysis — ML project from Scratch to Production (Web Application)
Author(s): Shareef Shaik Originally published on Towards AI. Metrics used : A glimpse of the application we are going to build. When I started learning Data science, I always get lost in the amount of material it offers. After learning it for …
First Principles Approach in Data Science
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. a. Problem Framing Image Source: Pexels The first principles approach to problem-solving is the act of breaking a problem down to the fundamental parts and building up from there. This method is …
ResNet Architecture: Deep Learning with PyTorch
Author(s): Satyam Kumar Singh Originally published on Towards AI. Deep Learning From winning ImageNet Large Scale Visual Recognition Challenge (ILSVRC) in 2015 till now ResNet Architecture has been remarkable in the field of Data Science. Apart from ILSVRC, ResNet also won Detection …
AI Generates 3D high-resolution reconstructions of people from 2D images | Introduction to PIFuHD
Author(s): Louis Bouchard Originally published on Towards AI. This AI Generates 3D high-resolution reconstructions of people from 2D images! It only needs a single image of you to generate a 3D avatar that looks just like you, even from the back! The …
Assumptions of Linear Regression — What Fellow Data Scientists Should Know
Author(s): Shaurya Lalwani Originally published on Towards AI. Photo by Marius Masalar on Unsplash Linear Regression is a linear approach to modeling the relationship between a target variable and one or more independent variables. This modeled relationship is then used for predictive …
YOLO V5 — Explained and Demystified
Author(s): Mihir Rajput Originally published on Towards AI. Computer Vision YOLO V5 — Model Architecture and Technical Details Explanation Source: https://pixabay.com/ From my previous article on YOLOv5, I received multiple messages and queries on how things are different in yolov5 and other …
Building Neural Networks with Python Code and Math in Detail — II
Author(s): Towards AI Editorial Team Originally published on Towards AI. Join us ↓ | Towards AI Members | The Data-driven Community Top highlight Source: Pixabay Last updated January 7, 2021 Author(s): Pratik Shukla, Roberto Iriondo Join Towards AI, by becoming a member, …
Popular posts
Updates
Recent Posts
