Introduction The most beautiful aspect of machine learning is its ability to make predictions on the never seen before data points. In order to estimate the performance of ML models, we need to take our dataset and divide it into two parts. One part powers the model...
Introduction Machine learning paradigm is ruled by a simple theorem known as “No Free Lunch” theorem. According to this, there is no algorithm in ML which will work best for all the problems. To state, one can not conclude that SVM is a better algorithm than decision...
Movies and Data Science! The first thing many of us must have thought of must be the movie Moneyball. The film is about how a statistician uses his technical knowledge to create a baseball team full of underrated players to have a successful tournament....
Exploratory Data Analysis or EDA is that stage of Data Handling where the Data is intensely studied and the myriad limits are explored. EDA literally helps to unfold the mystery behind such data which might not make sense at first glance. However, with detailed...
Data is the new oil and its usage has spread across various domains in the modern world. Professionals from various disciplines like banking, marketing, manufacturing, healthcare, and so on are leveraging the potential of data to streamline their business and...
After completing high school, I seemed to run after the best colleges or universities in the country or abroad to complete my graduation in flying colours because that was necessary to land myself a good job or take the next step in my career. However, once I...
An AWS Career is a Gold Mine So you want to do your AWS certification! Personal comment from me - an excellent choice. Not only is it the most valuable certification available right now (money-wise), it also has excellent career prospects abroad. And did we mention...
In the previous post, we looked at the basics of Linear Regression and the underlying assumptions behind the same. It is important to verify the assumptions in order to avoid faulty results and inferences. In this post, we talk about how to improvise our model using...
In addition to being the sexiest job of the twenty-first century, Data Science is new electricity as quoted by Andrew Ng. A lot of professionals from various disciplines and domain are looking to make a transition into the field of analytics and use Data...
Cloud Computing is the way to store and access data over the internet. Using cloud computing, higher level services could be obtained with minimal effort. Extreme scalability is offered by cloud computing in comparison to the traditional hardware systems....