Diversity of Variables in Statistics: A Guide for Data Professionals
Author(s): Anmol Tomar Originally published on Towards AI. Quantitative and Qualitative Variables: Unveiling the Dichotomy This member-only story is on us. Upgrade to access all of Medium. Pic Credits: Analytics Vidhya In statistics, understanding the types of data measurements is essential for …
The Evolution of Tabular Data: From Analysis to AI
Author(s): Abid Ali Awan Originally published on Towards AI. Discover how tabular data space is being transformed by Kaggle competitions, the open-source community, and Generative AI. Image by Author Introduction Tabular data refers to data organized into rows and columns. It encompasses …
From Data to Dollars: Using Linear Regression
Author(s): Roli Trivedi Originally published on Towards AI. Unraveling the Magic Behind Predictive Analytics Photo by PiggyBank on Unsplash Data-driven decision-making has become a game-changer for businesses in every industry. From optimizing marketing strategies to predicting customer behavior, data holds the key …
Finding Common Ground: US Presidents State Analysis
Author(s): Aadit Kapoor Originally published on Towards AI. Data Science, Data Visualization Finding common ground: US Presidents State Analysis https://unsplash.com/photos/zfKlCKK-Ql0 Introduction We aim to find any correlation between a US President and its state concerning other Presidents. We use data from different …
Why Your Next CFO Should Be a Data Scientist: Driving Business Decisions With Data Science And Analytics
Author(s): Courtlin Holt-Nguyen Originally published on Towards AI. The Intersection of Data and Finance: The Emergence of the Financial Data Scientist Role Photo by Ibrahim Boran on UnsplashPhoto by Leif Christoph Gottwald on Unsplash In the face of increasing business complexities and …
Olympic Games Analytics
Author(s): Eliran Turgeman Originally published on Towards AI. Women Participation is on the Rise Photo by Ryunosuke Kikuno on Unsplash I always enjoyed watching the Olympic games, watching the best people at each sport compete with each other is inspiring to me …
atoti β Build a BI Platform in Python
Author(s): Khuyen Tran Originally published on Towards AI. Data Visualization Get Insights from Your Data with Interactive UI Motivation Have you ever taken 15 minutes or so just to manipulate the data and create a plot in Python? Wouldnβt it be nice …
Tutorial on Data Wrangling: College Towns Dataset
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Data wrangling is the process of converting data from its raw form to the tidy form ready for analysis. Data wrangling is an important step in data preprocessing and includes several processes …
Linear Regression Analysis in Materials Sciences
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Parabolic fit of the conduction band of MoS2 crystal. This code performs linear regression on simulated band structure data for MoS2 crystal. The band structure of MoS2 was calculated in a previous …
Will Your Education Pay You Well?
Author(s): Harsh Darji Originally published on Towards AI. Wage analysis using Random Forest https://pixabay.com/photos/woman-adult-people-money-3261425/ Wage analysis is a process of comparing the salaries based on the attributes attached to the employee. Of course, there are several factors like the company, location which …
Why Perceptron Neurons Need Bias Input?
Author(s): Caio Davi Originally published on Towards AI. How to avoid bias input in Neural Networks? Please, just donβt. Everybody knows what is the neural network bias input. And everybody uses it since the very first Perceptron implementation. But why we use …
Overview of Exploratory Data Analysis (EDA) With Haberman Dataset
Author(s): Rajvi Shah Originally published on Towards AI. Data Analysis A practical guide to get started to gain insights from your data. Reference: mc.ai βData will talk, if you are willing to listenβ- Jim Bergeson With the proper use of data, one …
Team Up for Data Analysis Success: Discover Your Full Potential
Author(s): Amit Kumar Originally published on Towards AI. Data analysis is a constantly Π΅volving field that rΠ΅quirΠ΅s a divΠ΅rsΠ΅ sΠ΅t of skills for succΠ΅ss. For a data analyst, achieving this role is a significant accomplishmΠ΅nt. HowΠ΅vΠ΅r, it is Π΅qually important to comprΠ΅hΠ΅nd …
Scrap LinkedIn Data To Find the Best Degrees for Data Science
Author(s): Asish Biswas Originally published on Towards AI. Guide To Data Cleaning: Definition, Benefits, Components, And How To Clean Your Data Photo by Jamie Street on Unsplash People want to know what degree one should obtain to break into the world of …
15 Steps to Getting Started with Pandas β Complete Beginnerβs Guide
Author(s): Fares Sayah Originally published on Towards AI. Essential Pandas functions for working with data β Read, Write and Manipulate Data Photo by Kari Shea on Unsplash Pandas is a fast, powerful, flexible, and easy-to-use open-source data analysis and manipulation tool, built …
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