Market Basket Analysis for Retail Growth
Author(s): Saif Ali Kheraj Originally published on Towards AI. Data Analytics Source: Image by Susan on bigcommerce These statistics reveal that by 2023 e-commerce sales will reach 6.5 trillion dollars. Not only E-Commerce but also we see a rise in retail transactions …
How Data Analytics helped a local Tea Store to increase its sales by 35% during a pandemic?
Author(s): Supriya Ghosh Originally published on Towards AI. Data Analytics How Data Analytics helped a local Tea Store to increase its sales by 35% during a pandemic? Source : https://tracychowblog.wordpress.com/2018/04/25/aake-a-cup-of-tea-for/ Each one of us is familiar with the havoc of COVID-19 and …
Common Data Cleaning Tasks in Everyday Work of a Data Scientist/Analyst in Python
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. A Data Cleaning Cheat Sheet Photo by Brooks Rice on Unsplash Data cleaning is an essential part of your life if you are a data scientist, data analyst, or machine learning engineer. In …
Utilization of Dask ML Framework for Fraud Detection βEnd-to-end Data Analytics
Author(s): Odemakinde Elisha Originally published on Towards AI. Data Analytics, Machine Learning Photo by Michael Longmire on Unsplash Introduction Fraudulent activities have become a rampant activity that has aroused a lot of curiosity in the financial sector. This has posed a lot …
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 todayβs world, data is king. Businesses generate and collect vast amounts of data every day, and …
Uncovering the Illusion: A Closer Look at Simpsonβs Paradox and Its Implications for Statistical Analysis
Author(s): Abhishek Originally published on Towards AI. How to Detect and Avoid Simpsonβs Paradox: A Statistical Phenomenon that Can Challenge Our Intuition and Assumptions Photo by ζζ¨ζ··ζ ͺ cdd20 on Unsplash Table of contents: Introduction Real-world incidents in history Analysing real-world data examples …
Master the Power of RegEx: A Step-by-Step Guide
Author(s): Tushar Aggarwal Originally published on Towards AI. {This article was written without the assistance or use of AI tools, providing an authentic and insightful exploration of RegEx} By Tushar-Aggarwal.com βRegular Expressions, or RegEx, is a powerful tool for text processing and …
Top 5 Essential Big Data Frameworks for Modern Data Analytics
Author(s): Vijay Singh Khatri Originally published on Towards AI. As there are no signs of slowing down data generation, the amount available today is immeasurable. Hence, traditional data processing software can't process such amounts of data and derive insights timely. This is …
What is cleanlab?
Author(s): Travis Tang Originally published on Towards AI. Cleanlab: Correct your data labels automatically and quickly Data-centric AI without manually relabeling your data I used an open-sourced library, cleanlab, to remove low-quality labels on an image dataset. The model trained on the …
Analyzing The Data
Author(s): Rijul Singh Malik Originally published on Towards AI. Top highlight A blog series about how to analyze data. Photo by Carlos Muza on Unsplash Data Analysis: An Introduction Data analysis is a set of methodical techniques used to describe and summarize …
What Does a Data Analyst Do? β Complete Career Guide
Author(s): AlishaS Originally published on Towards AI. What Does a Data Analyst Do? β Complete Career Guide As we live in an increasingly technologically advanced world, we are bombarded with information every single second. Every business collects data, whether it be customer …
How To Improve Your Analytical Report With Conditional Formatting In Pandas
Author(s): Hrishikesh Patel Originally published on Towards AI. Excel-like Conditional Formatting in Pandas Using Styler API This member-only story is on us. Upgrade to access all of Medium. Image by author Clearly communicating analytical insights with stakeholders is crucial for data scientists/analysts. …
Statistics for Data Science
Author(s): sonia jessica Originally published on Towards AI. In this hyper-connected world, data is being consumed and generated at an unparalleled pace. Despite the fact that we enjoy this superconductivity of data, it brings forth abuse as well. Data professionals have to …
An Overview of the SQL Query Clauses and Functions
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Can be used as a cheat sheet Photo by Ignacio AmenΓ‘bar on Unsplash This member-only story is on us. Upgrade to access all of Medium. SQL is probably the most widely used tool …
Always Create Three Resumes for Data Science Jobs
Author(s): Abid Ali Awan Originally published on Towards AI. Careers If you want to get noticed fast by an employer always create three different resumes for different regions of expertise. Image by freepik.com Introduction The data science world is not easy to …
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