A Practical Introduction to Prescriptive Analytics (with Case Study in R)
This article was submitted as part of Analytics Vidhya’s Internship Challenge. Introduction “What are the different branches of analytics?” Most of us, when we’re …
Business Analytics
Must Read Books for Beginners on Machine Learning and Artificial Intelligence
List of must read books on machine learning and artificial intelligence provides an overview to a data scientist and its uses in modeling
Career paths in Business Analytics – Plan your Next Best Role in the Data Science World
This article talks about various roles available in Business Analytics and Data Science world and the career path you can expect from each of these roles.
19 Data Science and Machine Learning Tools for people who Don’t Know Programming
This article was originally published on 5 May, 2016 and updated with the latest tools on May 16, 2018. Introduction Programming is an integral …
Generate Quick and Accurate Time Series Forecasts using Facebook’s Prophet (with Python & R codes)
Facebook Prophet is an open source library to create quick, accurate time series forecasts. Python & R codes along with examples of forecasts with Prophet.
Improve Your Model Performance using Cross Validation (in Python and R)
Learn various methods of cross validation including k fold to improve the model performance by high prediction accuracy and reduced variance
Replicating Human Memory Structures in Neural Networks to Create Precise NLU algorithms
Introduction Machine learning and Artificial Intelligence developments are happening at breakneck speed! At such pace, you need to understand the developments at multiple levels …
Introduction to k-Nearest Neighbors: Simplified (with implementation in Python)
Note: This article was originally published on Oct 10, 2014 and updated on Mar 27th, 2018 Introduction In the four years of my data …
A Step-by-Step Guide to learn Advanced Tableau – for Data Science and Business Intelligence Professionals
Introduction See the data. Show the visual. Tell the story. Engage the audience. Tableau is one of the most popular Data Visualization tools used …
A Collection of 10 Data Visualizations You Must See
Introduction Writing codes is fun. Creating models with them is even more intriguing. But things start getting tricky when it comes to presenting our …
