What Do Data Scientists Truly Want?
Author(s): Deepak Chopra | Talking Data Science Originally published on Towards AI. Listing down a few aspects, based on first, second/third-hand experiences, which data scientists yearn for in their organizations. Photo by Christian Lue on Unsplash Its no secret that attrition in …
Machine Learning Project in Python Step-By-Step — Loan Defaulters Prediction
Author(s): Fares Sayah Originally published on Towards AI. Develop a basic understanding of risk analytics and understand how data is used to minimize the risk of losing money Photo by Dmitry Demidko on Unsplash Introduction LendingClub is a US peer-to-peer lending company …
PowerBI Data Modelling Performance Improvement Strategies Used by Professionals
Author(s): Analytic girl Originally published on Towards AI. Tips to improve PowerBI performance (Part 2) Creating a powerBI report is simple; however, making sure the performance of the report is up to the mark is trickier. The PowerBI report creation process can …
The Ultimate Guide to Statistics: Part 1— Descriptive Statistics
Author(s): Simranjeet Singh Originally published on Towards AI. Introduction Welcome to my statistics blog series! We’ll explore several different subjects in this series, including Descriptive Statistics, Inferential Statistics, Bayesian Statistics, Regression Analysis, Time Series Analysis, Financial Modeling and Analysis, and various Projects …
All Statistical Tests using Python: Mastering Statistics | Part — 1
Author(s): Simranjeet Singh Originally published on Towards AI. Top highlight All Statistical Tests using Python: Mastering Statistics U+007C Part — 1 Introduction Welcome to “Mastering Statistical Tests with Python: A Comprehensive Guide.” that will go over all the fundamental statistical tests and …
Pandas Cheat Sheet: Functions for Data Analysis
Author(s): Gencay I. Originally published on Towards AI. Pandas Coding Examples for Efficient Data Manipulation and Analysis in Python Image by Author It is no secret that data is the lifeblood of modern business, and the ability to manipulate and analyze data …
Diagnosing the Stubborn Mediocrity of the Western Bulldogs
Author(s): Ranganath Venkataraman Originally published on Towards AI. Using data to get insight into why my supported Australian Football League team perennially languishes and the corresponding lessons learned Photo by Tingey Injury Law Firm on Unsplash Note — this article reflects my …
Revolutionizing Business Decision-Making: A Comprehensive Guide to BI & Analytics Platforms and Open-Source Alternatives
Author(s): Joshua Yeung Originally published on Towards AI. Maximizing Business Success through Smart Data Analytics and Open-Source BI Tools Photo by Stephen Dawson on Unsplash In today’s world, data is king. Businesses generate and collect vast amounts of data every day, and …
Univariate, Bivariate, and Multivariate Analysis
Author(s): Ann Mary Shaju Originally published on Towards AI. A beginner guide to exploratory data analysis using Matplotlib and Seaborn Photo by Luke Chesser on Unsplash Data is increasing daily, and in order to understand useful information and gain insights from data …
Top 10 Statistics Mistakes Every Data Scientist Should Avoid
Author(s): Anmol Tomar Originally published on Towards AI. 1. Selection Bias Top highlight Image Credit: Unsplash Statistics plays a crucial role in data science, helping us draw meaningful insights from data and make informed decisions. However, even the most experienced data scientists …
Efficient Nonlinear Function Fitting with Matlab’s nlinfit
Author(s): LucianoSphere Originally published on Towards AI. Powerful and versatile fitting of complex functions with Matlab's nlinfit function Photo by eskay lim on Unsplash Fitting procedures play a crucial role in various scientific and engineering fields, enabling researchers to model and analyze …
(Bio)Image Analysis with Python: Read and load microscopical images using Matplotlib
Author(s): MicroBioscopicData Originally published on Towards AI. In the past two decades, the field of light microscopy has witnessed remarkable advancements thanks to the introduction of groundbreaking techniques such as confocal laser-scanning microscopy (CLSM), multiphoton laser-scanning microscopy (MPLSM), light sheet fluorescence microscopy …
Case Study: Speak to Your Data Using the Code Interpreter in ChatGPT Plus
Author(s): Ana Bildea Originally published on Towards AI. Save time — Empower yourself with ChatGPT’s Code Interpreter image by the author In the domain of technology, the tools we use can shape our journey. Today, I want to highlight a game-changer tool …
ChatGPT Code Interpreter Is Now Available for All Plus Users
Author(s): Gencay I. Originally published on Towards AI. Embrace the Future of Data Analysis with ChatGPT Code Interpreter: A New Dimension to Your Analysis Created in Leonardo.ai Before yesterday, I was checking daily to see if ChatGPT Code Interpreter was available for …
Understanding Data Selection in Pandas
Author(s): Gencay I. Originally published on Towards AI. Why would we use loc iloc or ix? Created in Leonardoai The Python programming language is an important asset in data science and analytics due to its user-friendly nature and robust libraries. Pandas, one …
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