analytics vidhya 2021-04-09 22:58 Exploratory Factor Analysis Suppose, we are interested in consumers evaluation of a brand of coffee. We... analytics vidhya 2021-04-09 22:58 Linear Regression: The maths behind it, how it works, and an example Linear Regression is probably the first algorithm you will encounter when... analytics vidhya 2021-04-09 22:58 Why is no-one talking about camera bumps on smartphones? Why is no-one talking about camera bumps on smartphones?What’s happening... analytics vidhya 2021-04-09 22:58 Flask For Data Scientists : Building a Searchable File Directory Flask For Data Scientists : Building a Searchable File DirectoryYou do not...

analytics vidhya 2021-04-09 22:57 It’s Time to Using Keyboard Shortcuts to Improve Your Work Efficiency Learn keyboard shortcuts and become a proImage: Darrell Etherington / Darrell EtheringtonLast week, I bought a mechanical keyboard and started to think it’s time to reduce my dependence on the mouse and to increase...

analytics vidhya 2021-04-09 22:57 Practical Issues in Data Science Part 2: Distribution Shift (Part 1) As we all know, the performances of machine learning models are heavily relying on the latent relationship between the independent variables and target variable. Hence, their performances will be severely degraded if...

analytics vidhya 2021-04-09 22:57 My Journey as a Unity Developer My First YearFirst ImpressionsThis was my first ever view of Unity(Of course I just screenshotted this but you get what I mean)When my unity hub opened to this project's page, I felt excitement bubbling up inside me...

analytics vidhya 2021-04-09 21:08 M5 Forecasting — Accuracy M5 Forecasting — AccuracyEstimate the unit sales of Walmart retail goodshttps://mofc.unic.ac.cy/launch-m5-forecasting-competition/Table of contents:Business ProblemSource of DataWhy ML approach, and Why not...

analytics vidhya 2021-04-09 17:23 Introduction to Exploratory Data Analysis for Image & Text-Based Data Today in this post we are going to do a simple but thorough EDA for Shopee-Price Match Guarantee, one of the competitions going on Kaggle. Exploratory data analysis is the first step towards solving any data science or...

analytics vidhya 2021-04-09 14:50 Regularized linear regression “Everything should be made simple as possible, but not simpler — Albert Einstein”So, far we have seen what is machine learning and its types… Now, it’s time to introduce Linear regression which is the...

analytics vidhya 2021-04-08 23:28 A simple guide to deploy machine learning model on Heroku MACHINE LEARNING MODEL DEPLOYMENTMachine Learning (ML) based applications play a crucial role in scaling, automating, and optimizing processes in this era of digitization. The ML model development lifecycle comprises...

analytics vidhya 2021-04-08 23:28 Flask Blueprints explained in 5 minutes In this article, we will go through blueprints in Flask. If you want some basics on how Flask application works, I recommend you to read my previous article on Flask — Micro web framework explained in...

analytics vidhya 2021-04-08 23:28 Transfer Learning Explained A single most popular notion in deep learning states that it is not a good idea to train a deep neural network from scratch. Why is this notion?Image by authorLet’s say that you successfully trained a cat and dog...

analytics vidhya 2021-04-08 23:27 Why my DeepFake detection work will stay away from Deep Learning Why am I doing what I am doingRecently, I picked up new research work in Deepfakes Detection. I am interested in this field for a number of reasons, a major one being that there is a lot of potential for exploration...

analytics vidhya 2021-04-08 23:27 Weight Prediction Framework from Gait Data “Making complex ideas simple.”- Albert EinsteinAccurate weight reporting can seem a minor issue and even not worth the buzz, as obviously, physical appearance is an apparent signal. Yet, people continue to spend a...

analytics vidhya 2021-04-08 18:10 Python and Openpyxl: Gather Thousands of Excel Workbooks Into a Single File Photo by Carlos Muza on UnsplashLink to this article Portuguese translation here.INTRODUCTIONMicrosoft Excel has established itself as one of the most popular programs globally, and it is widely used in the job market...

analytics vidhya 2021-04-08 17:04 How does AWS CodeBuild & AWS CodePipeline Compare? IntroductionWhat is AWS CodeBuild? What is AWS CodePipeline?AWS CodeBuild is a fully managed build service in the cloud. AWS CodeBuild compiles the source code, runs unit tests, and produces artifacts that are ready to...

analytics vidhya 2021-04-08 13:41 Launching The Data Science Blogathon — 7th Edition! Launching The Data Science Blogathon — 7th Edition!An Unmissable Chance to Win INR 1 Lakh + iPad(8th Gen) + Bonus Rewards!!Source: Analytics Vidhya“Writing, like life itself, is a voyage of...

analytics vidhya 2021-04-08 13:41 Launching The Data Science Blogathon — 7th Edition! Launching The Data Science Blogathon — 7th Edition!An Unmissable Chance to Win INR 1 Lakh + iPad(8th Gen) + Bonus Rewards!!Source: Analytics Vidhya“Writing, like life itself, is a voyage of...

analytics vidhya 2021-04-08 04:49 Hybrid cloud + Google Anthos For similar content delivered to your inbox once per week, follow me over at bitsofcloud.substack.comAs much as I have the tendency to think that the battle is over and cloud computing has completely replaced...

analytics vidhya 2021-04-08 03:00 Probability applied to Data Science Probability serves to measure uncertainties.Probability applied to Data Science | LinkedInPreviously, we saw one of the main areas of statistics, the renowned Descriptive Statistics — concepts for describing and...

analytics vidhya 2021-04-07 22:15 Optimization of Support Vector Machine A mathematical explanation of optimization of the linearly separable classifier using quadratic programming.Source: ImageFor linearly separable data the objective function of support vector machines(SVM)...

analytics vidhya 2021-04-07 22:15 How to check for assumptions in a Linear Regression Before we move to checking the assumptions let us first understand why do we need to need to check for assumptions before fitting a model.Why do we do this? You don’t need the assumptions for having a best fit line....

analytics vidhya 2021-04-07 22:14 SAP KPI: Cost Containment/ Cost Center Costs (Finance/ Controlling) What SAP tables to join to analyze Cost Center CostsMehrung (Multiplying) (with friendly permission from Matthias)Motivation:Every company allocates costs to specific departments within their business, called cost...

analytics vidhya 2021-04-07 22:14 List Comprehension & Lambda Functions Examples of useful resources for Data Analysis and Predictive Model creationHere are two Python language features that are very useful throughout the analysis process, and more so, widely used in machine learning and...