Dec 4, 2022Emotion Detection And Analysis | EDAAEmotion Detection and Analysis is a web application developed by the team The Mystic Forces as their final project of the AI5: productionizing AI course at Univ.ai under the guidance of Pavlos Protopapas (Scientific Program Director at the Institute for Applied Computational Science (IACS) at Harvard University) & Shivas Jayaram…Data Science8 min readData Science8 min read
May 2, 2022Ensemble Learning — Part 1[Bagging & Random Forest]Introduction A finger may not be as strong on its own, but a fist is. Ensemble learning takes advantage of this simple fact. Rather than a single estimator, it uses a lot of them. It covers for the shortcomings of a decision tree; 1) It over…Data Science4 min readData Science4 min read
Apr 29, 2022Implementing Decision Trees: Mathematically and Using PythonIt is the time to get our hands dirty, bring out a sheet of paper and keep your pens ready because we are going to make an art. Not the one that Picasso used to make, but a decision tree and not just literally an image of nodes. The A4…Data Science6 min readData Science6 min read
Mar 13, 2022Decision Trees: All about them!Abstract From the moment we wake up in the morning till the time we sleep we tend to follow a trend of binary decision making to complete our tasks. The sun has risen, wake up or not. The weather is cold, wear a sweater…Machine Learning8 min readMachine Learning8 min read
Jan 29, 2022Mistakes In DataVisualization: A Short Practical Review (1)Data Visualization The brain is more reactive to visuals rather than simple plain text. This is why you remember a movie plot that you’ve seen better than if you’ve read it( with me it is like that). Here we will learn about the uses and importance of visuals as well as an…Data Visualization4 min readData Visualization4 min read
Jan 17, 2022Selenium With BeautifulSoup Tutorial[Python]Sherlock and Watson worked best as a team, more naively put, Sherlock the brains and Watson, the muscle. Well, not literally, but Watson was always a great help, in the sign of four or the Baskerville Hound and many more. In the same way, yes Selenium can work alone but…Scraping7 min readScraping7 min read
Jan 5, 2022VAR-CNN(Football): Foul or Clean TackleAbstract Football is the most followed sport in the world, played in more than 200M+ countries. The sport has developed a lot in the recent century and so has the technology involved in the game. The Virtual Assistant Referee (VAR) is one of them and has impacted the game to a…Football8 min readFootball8 min read
Nov 21, 2021Neural Networks: Part(5)- Regularization-Article(2)Fancy stuff, eh? We discussed batch normalization in our previous article and showed its implementation in python. Surprisingly, it is not the only technique to regularize our model. I hope the last article proved to be insightful for the audience. …Data Science5 min readData Science5 min read
Nov 19, 2021Neural Networks: Part(5)- Regularization-Batch NormalizationRather than harder, regularization does all the other things for a neural network. It makes the model generalization better, stronger to fight against overfitting and makes it faster to converge. Regularization is any technique that helps us to make our model generalize better and we are going to discuss…Data Science4 min readData Science4 min read
Published inGeek Culture·Nov 14, 2021Feature Engineering-Part(1): Numerical FeaturesIn our lives, we stumble upon many numbers; in bills maybe your bank account XD, time, etc. In machine learning, they are the fundamentals of learning, and all the models rely on them. Feature engineering finds its importance in building these features to get the most information out of them…Data Science7 min readData Science7 min read
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