My name is Pooja Mehta and I am an Engineer in Electronics and Telecommunication. I found my passion in Data Analytics and aspire to pursue a career in Data.
This blog is about the Bike-Share Capstone project from Coursera's Google Data Analytics specialization. You can find the certification course at - https://www.coursera.org/professional-certificates/google-data-analytics In this blog, I am going to...
Why are Ensemble Methods used in Machine Learning? Ensemble methods are techniques that create multiple models and then combine them to produce improved results. Ensemble methods usually produce more accurate solutions than a single model would. Type...
What is a decision tree? Decision Trees is a type of Supervised Machine Learning, where the data is continuously split according to a certain parameter. The leaves are the decisions or the final outcomes. They are iterative top-down construction meth...
I came across the Iris dataset on Github, inquisitive about the topic I decided to work on this dataset while trying to put it across in a simpler way for everyone to understand. Dataset link : https://bit.ly/2R6ZXqB Source : Sebastian Raschka (rasbt...
What is Machine Learning? (Beginners Definition) The field of study where we give machines the ability to learn without being explicitly programmed. What are the types of Machine Learning? Supervised Learning Unsupervised Learning Reinforcement Lea...
What is Data? Data can be defined as a collection of facts which can be in the form of numbers, pictures, videos, words, and more. What is Dataset? A collection of data that can be manipulated or analyzed. What do you mean by the term Data Analytics?...
Have you ever wondered about the various contributing factors that decide the salary offered to an employee? 💸 Ever since I started my journey in the corporate world, I have wondered about this as well. Here is my analysis of salary prediction. Hope...
After binge-watching a lot of series and movies on Netflix, I finally decided to work on its dataset. Find the dataset at - https://bit.ly/3cpx80r This dataset consists of variables like type, title, director, cast, country, release_year, rating, du...
After going through the article authored by MichaelChiaYin https://medium.com/jovianml/whatsapp-message-exploratory-data-analysis-eda-538560ee1c99, I was fascinated by the idea of conducting an analysis of WhatsApp chats and decided to try it out on ...
